@ 5f078e90:b2bacaa3

May 29 badger test story

h2n, bi, some md, >380

In a dusty savanna, a honey badger named Hank prowled with fearless grit. Each night, he raided beehives, dodging stings with cunning twists. One day, a lion blocked his path, roaring fiercely. Hank, unfazed, bared his teeth and charged, startling the beast. The lion fled, and Hank strutted on, claws clicking. His boldness rallied jackals and birds, who sang his tale under starry skies. Hank’s fierce heart made him the savanna’s legend, guarding its wild spirit with every fearless step.

This is just a test, please ignore.

@ eb0157af:77ab6c55

Bitcoin surpasses gold in the United States: 50 million holders and a dominant role in the global market.

According to a new report by River, for the first time in history, the number of Americans owning bitcoin has surpassed that of gold holders. The analysis reveals that approximately 50 million U.S. citizens currently own the cryptocurrency, while gold owners number 37 million. In fact, 14.3% of Americans own bitcoin, the highest percentage of holders worldwide.

Source: River

The report highlights that 40% of all Bitcoin-focused companies are based in the United States, consolidating America’s dominant position in the sector. Additionally, 40.5% of Bitcoin holders are men aged 31 to 35, followed by 35.9% of men aged 41 to 45. In contrast, only 13.4% of holders are women.

Source: River

Notably, U.S. companies hold 94.8% of all bitcoins owned by publicly traded companies worldwide. According to the report, recent regulatory changes in the U.S. have made the asset more accessible through financial products such as spot ETFs.

The document also shows that American investors increasingly view the cryptocurrency as protection against fiscal instability and inflation, appreciating its limited supply and decentralized governance model.

For River, Bitcoin offers significant practical advantages over gold in the modern digital era. Its ease of custody, cross-border transfer, and liquidity make the cryptocurrency an attractive option for both individual and institutional investors, the report suggests.

The post USA: 50 million Americans own bitcoin appeared first on Atlas21.

@ eb0157af:77ab6c55

The exchange reveals the extent of the breach that occurred last December as federal authorities investigate the data leak.

Coinbase has disclosed that the personal data of 69,461 users was compromised during the breach in December 2024, according to documentation filed with the Maine Attorney General’s Office.

The disclosure comes after Coinbase announced last week that a group of hackers had demanded a $20 million ransom, threatening to publish the stolen data on the dark web. The attackers allegedly bribed overseas customer service agents to extract information from the company’s systems.

Coinbase had previously stated that the breach affected less than 1% of its user base, compromising KYC (Know Your Customer) data such as names, addresses, and email addresses. In a filing with the U.S. Securities and Exchange Commission (SEC), the company clarified that passwords, private keys, and user funds were not affected.

Following the reports, the SEC has reportedly opened an official investigation to verify whether Coinbase may have inflated user metrics ahead of its 2021 IPO. Separately, the Department of Justice is investigating the breach at Coinbase’s request, according to CEO Brian Armstrong.

Meanwhile, Coinbase has faced criticism for its delayed response to the data breach. Michael Arrington, founder of TechCrunch, stated that the stolen data could cause irreparable harm. In a post on X, Arrington wrote:

“The human cost, denominated in misery, is much larger than the $400m or so they think it will actually cost the company to reimburse people. The consequences to companies who do not adequately protect their customer information should include, without limitation, prison time for executives.”

Coinbase estimates the incident could cost between $180 million and $400 million in remediation expenses and customer reimbursements.

Arrington also condemned KYC laws as ineffective and dangerous, calling on both regulators and companies to better protect user data:

“Combining these KYC laws with corporate profit maximization and lax laws on penalties for hacks like these means these issues will continue to happen. Both governments and corporations need to step up to stop this. As I said, the cost can only be measured in human suffering.”

The post Coinbase: 69,461 users affected by December 2024 data breach appeared first on Atlas21.

@ 5f078e90:b2bacaa3

Gecky story - just a test

In a sun-dappled jungle, Zippy the gecko darted across a broad leaf, his emerald scales glinting. Chasing a juicy cricket, he leaped, only to slip into a pitcher plant’s slippery trap. With sticky toes, Zippy clung to the edge, heart racing. A curious frog peered in, offering a vine. Grateful, Zippy climbed out, sharing his cricket with his new friend. Under the moon’s glow, they danced on the leaves, tales of their adventure echoing through the jungle night.

Character count: 408

This was just a test. Ignore it.

@ eb0157af:77ab6c55

The company is facing a class action lawsuit following a stock price drop triggered by the delayed disclosure of a December data breach.

Coinbase finds itself at the center of a legal storm after being hit with a class action lawsuit filed by shareholders. The lawsuit stems from a decline in the company’s stock price, which occurred after the belated communication of a cybersecurity incident.

The class action, filed in the United States District Court for the Eastern District of Pennsylvania, names investor Brady Nessler as the lead plaintiff. The suit claims that the platform’s shareholders suffered “substantial losses and damages” due to the company’s alleged failure to disclose material information.

Investors accuse the company of not promptly revealing crucial details that could have influenced investment decisions. Among the main allegations is the failure to immediately communicate a data breach that took place last December.

Details of the breach

On May 15, Coinbase publicly disclosed the news of a cyberattack that occurred last December. The incident involved cybercriminals who managed to corrupt several company employees, gaining unauthorized access to customer personal data.

The delayed disclosure of the data breach triggered an immediate stock market reaction. Coinbase shares fell 7.2%, closing the day at $244.

The exchange estimated that the financial impact of the data breach could range between $180 million and $400 million. These costs would cover both expenses to restore security systems and potential reimbursements to customers affected by the incident.

The lawsuit highlights that the company should have communicated these estimated costs to investors more promptly, allowing them to make informed decisions about their investments.

Additional allegations in the lawsuit

In addition to the data breach, the lawsuit lists a series of other alleged communication failures by the company. Among them is the non-disclosure of a violation by CB Payments — Coinbase’s UK subsidiary — of a 2020 agreement with the UK’s Financial Conduct Authority.

The class action covers all investors who acquired company shares between April 14, 2021, and May 14, 2025 — a period during which the allegedly omitted information is believed to have negatively affected the stock price.

The legal action doesn’t target the company alone but also names top executives including CEO Brian Armstrong and CFO Alesia Haas among the defendants.

The post Lawsuit against Coinbase: investors sue exchange for failing to disclose data breach appeared first on Atlas21.

@ 21335073:a244b1ad

The other day, I had the privilege of sitting down with one of my favorite living artists. Our conversation was so captivating that I felt compelled to share it. I’m leaving his name out for privacy.

Since our last meeting, I’d watched a documentary about his life, one he’d helped create. I told him how much I admired his openness in it. There’s something strange about knowing intimate details of someone’s life when they know so little about yours—it’s almost like I knew him too well for the kind of relationship we have.

He paused, then said quietly, with a shy grin, that watching the documentary made him realize how “odd and eccentric” he is. I laughed and told him he’s probably the sanest person I know. Because he’s lived fully, chasing love, passion, and purpose with hardly any regrets. He’s truly lived.

Today, I turn 44, and I’ll admit I’m a bit eccentric myself. I think I came into the world this way. I’ve made mistakes along the way, but I carry few regrets. Every misstep taught me something. And as I age, I’m not interested in blending in with the world—I’ll probably just lean further into my own brand of “weird.” I want to live life to the brim. The older I get, the more I see that the “normal” folks often seem less grounded than the eccentric artists who dare to live boldly. Life’s too short to just exist, actually live.

I’m not saying to be strange just for the sake of it. But I’ve seen what the crowd celebrates, and I’m not impressed. Forge your own path, even if it feels lonely or unpopular at times.

It’s easy to scroll through the news and feel discouraged. But actually, this is one of the most incredible times to be alive! I wake up every day grateful to be here, now. The future is bursting with possibility—I can feel it.

So, to my fellow weirdos on nostr: stay bold. Keep dreaming, keep pushing, no matter what’s trending. Stay wild enough to believe in a free internet for all. Freedom is radical—hold it tight. Live with the soul of an artist and the grit of a fighter. Thanks for inspiring me and so many others to keep hoping. Thank you all for making the last year of my life so special.

@ 51bbb15e:b77a2290

Yeah, I’m sure everything in the file is legit. 👍 Let’s review the guard witness testimony…Oh wait, they weren’t at their posts despite 24/7 survellience instructions after another Epstein “suicide” attempt two weeks earlier. Well, at least the video of the suicide is in the file? Oh wait, a techical glitch. Damn those coincidences!

At this point, the Trump administration has zero credibility with me on anything related to the Epstein case and his clients. I still suspect the administration is using the Epstein files as leverage to keep a lot of RINOs in line, whereas they’d be sabotaging his agenda at every turn otherwise. However, I just don’t believe in ends-justify-the-means thinking. It’s led almost all of DC to toss out every bit of the values they might once have had.

@ 7d33ba57:1b82db35

Lingen (Ems) is a peaceful town in Lower Saxony, near the Dutch border, known for its historic old town, green surroundings, and relaxed pace of life. It may not be on the typical tourist radar, but it offers a taste of small-town Germany with plenty of charm and local culture.

🏘️ What to See and Do in Lingen

🏛️ Old Town & Market Square

• Stroll through the historic town center, where you’ll find half-timbered houses, cozy cafés, and the lovely St. Boniface Church
• The Rathaus (Town Hall) and its square are perfect for a slow coffee or people-watching

🚲 Nature & Outdoor Activities

• The region around Lingen is great for cycling and walking, especially along the Ems River
• Explore the Emsland countryside, filled with forests, meadows, and quiet villages
• Visit the nearby Emsland Moormuseum to learn about local peatland history

🎓 Student Vibes

• Thanks to the presence of a university, Lingen has a young and vibrant side, with cultural events and small live music scenes

🍺 Local Food & Drink

• Try regional dishes like Grünkohl (kale with sausage in winter) and Schnitzel in a local tavern
• Enjoy a drink at a beer garden or riverside café, especially in warmer months

🚆 Getting There

• Well connected by train, especially to Osnabrück, Münster, and the Dutch city of Enschede
• Great stop on a northern Germany road or rail trip

Lingen is ideal for travelers looking for peaceful towns, regional culture, and access to beautiful natural areas. It’s a place where you can slow down, bike along a river, and enjoy the local way of life.

@ cefb08d1:f419beff

https://stacker.news/items/991778

@ c9badfea:610f861a

1. Install Sky Map (it's free and open source)
2. Launch the app and tap Accept, then tap OK
3. When asked to access the device's location, tap While Using The App
4. Tap somewhere on the screen to activate the menu, then tap ⁝ and select Settings
5. Disable Send Usage Statistics
6. Return to the main screen and enjoy stargazing!

ℹ️ Use the 🔍 icon in the upper toolbar to search for a specific celestial body, or tap the 👁️ icon to activate night mode

@ 04c915da:3dfbecc9

This piece is the first in a series that will focus on things I think are a priority if your focus is similar to mine: building a strong family and safeguarding their future.

---

Choosing the ideal place to raise a family is one of the most significant decisions you will ever make. For simplicity sake I will break down my thought process into key factors: strong property rights, the ability to grow your own food, access to fresh water, the freedom to own and train with guns, and a dependable community.

A Jurisdiction with Strong Property Rights

Strong property rights are essential and allow you to build on a solid foundation that is less likely to break underneath you. Regions with a history of limited government and clear legal protections for landowners are ideal. Personally I think the US is the single best option globally, but within the US there is a wide difference between which state you choose. Choose carefully and thoughtfully, think long term. Obviously if you are not American this is not a realistic option for you, there are other solid options available especially if your family has mobility. I understand many do not have this capability to easily move, consider that your first priority, making movement and jurisdiction choice possible in the first place.

Abundant Access to Fresh Water

Water is life. I cannot overstate the importance of living somewhere with reliable, clean, and abundant freshwater. Some regions face water scarcity or heavy regulations on usage, so prioritizing a place where water is plentiful and your rights to it are protected is critical. Ideally you should have well access so you are not tied to municipal water supplies. In times of crisis or chaos well water cannot be easily shutoff or disrupted. If you live in an area that is drought prone, you are one drought away from societal chaos. Not enough people appreciate this simple fact.

Grow Your Own Food

A location with fertile soil, a favorable climate, and enough space for a small homestead or at the very least a garden is key. In stable times, a small homestead provides good food and important education for your family. In times of chaos your family being able to grow and raise healthy food provides a level of self sufficiency that many others will lack. Look for areas with minimal restrictions, good weather, and a culture that supports local farming.

Guns

The ability to defend your family is fundamental. A location where you can legally and easily own guns is a must. Look for places with a strong gun culture and a political history of protecting those rights. Owning one or two guns is not enough and without proper training they will be a liability rather than a benefit. Get comfortable and proficient. Never stop improving your skills. If the time comes that you must use a gun to defend your family, the skills must be instinct. Practice. Practice. Practice.

A Strong Community You Can Depend On

No one thrives alone. A ride or die community that rallies together in tough times is invaluable. Seek out a place where people know their neighbors, share similar values, and are quick to lend a hand. Lead by example and become a good neighbor, people will naturally respond in kind. Small towns are ideal, if possible, but living outside of a major city can be a solid balance in terms of work opportunities and family security.

---

Let me know if you found this helpful. My plan is to break down how I think about these five key subjects in future posts.

@ 9e9085e9:2056af17

Part 5: Why You Should Join Yakihonne Today

🚀 Yakihonne: The Future of Free, Fair & Fast Social Interaction

Looking for a platform where you control everything—your posts, your data, your income?

Yakihonne is not just another app. It's a movement. A decentralized social payment network where:

Your voice can't be silenced

Your data isn't sold

Your followers are truly yours

Your creativity can be rewarded instantly

🔥 6 Reasons to Pay Attention to Yakihonne:

1. Zero Censorship Say what matters without fear of being muted or banned.

2. Built on Nostr Protocol Secure, scalable, and permissionless by design.

3. Social + Payments in One Chat, connect, and get paid—all from one app.

4. Lightning Fast Tips Reward content instantly with Bitcoin micro-payments.

5. No Algorithms. No Ads. No Noise. What you see is what you follow—simple and clean.

6. True Digital Freedom Break free from centralized control and own your digital presence.

🔗 Explore now: https://yakihonne.com 📱 Available on #iOS & #Android

@ 04c915da:3dfbecc9

Here’s a revised timeline of macro-level events from The Mandibles: A Family, 2029–2047 by Lionel Shriver, reimagined in a world where Bitcoin is adopted as a widely accepted form of money, altering the original narrative’s assumptions about currency collapse and economic control. In Shriver’s original story, the failure of Bitcoin is assumed amid the dominance of the bancor and the dollar’s collapse. Here, Bitcoin’s success reshapes the economic and societal trajectory, decentralizing power and challenging state-driven outcomes.

Part One: 2029–2032

• 2029 (Early Year)\ The United States faces economic strain as the dollar weakens against global shifts. However, Bitcoin, having gained traction emerges as a viable alternative. Unlike the original timeline, the bancor—a supranational currency backed by a coalition of nations—struggles to gain footing as Bitcoin’s decentralized adoption grows among individuals and businesses worldwide, undermining both the dollar and the bancor.

• 2029 (Mid-Year: The Great Renunciation)\ Treasury bonds lose value, and the government bans Bitcoin, labeling it a threat to sovereignty (mirroring the original bancor ban). However, a Bitcoin ban proves unenforceable—its decentralized nature thwarts confiscation efforts, unlike gold in the original story. Hyperinflation hits the dollar as the U.S. prints money, but Bitcoin’s fixed supply shields adopters from currency devaluation, creating a dual-economy split: dollar users suffer, while Bitcoin users thrive.

• 2029 (Late Year)\ Dollar-based inflation soars, emptying stores of goods priced in fiat currency. Meanwhile, Bitcoin transactions flourish in underground and online markets, stabilizing trade for those plugged into the bitcoin ecosystem. Traditional supply chains falter, but peer-to-peer Bitcoin networks enable local and international exchange, reducing scarcity for early adopters. The government’s gold confiscation fails to bolster the dollar, as Bitcoin’s rise renders gold less relevant.

• 2030–2031\ Crime spikes in dollar-dependent urban areas, but Bitcoin-friendly regions see less chaos, as digital wallets and smart contracts facilitate secure trade. The U.S. government doubles down on surveillance to crack down on bitcoin use. A cultural divide deepens: centralized authority weakens in Bitcoin-adopting communities, while dollar zones descend into lawlessness.

• 2032\ By this point, Bitcoin is de facto legal tender in parts of the U.S. and globally, especially in tech-savvy or libertarian-leaning regions. The federal government’s grip slips as tax collection in dollars plummets—Bitcoin’s traceability is low, and citizens evade fiat-based levies. Rural and urban Bitcoin hubs emerge, while the dollar economy remains fractured.

Time Jump: 2032–2047

• Over 15 years, Bitcoin solidifies as a global reserve currency, eroding centralized control. The U.S. government adapts, grudgingly integrating bitcoin into policy, though regional autonomy grows as Bitcoin empowers local economies.

Part Two: 2047

• 2047 (Early Year)\ The U.S. is a hybrid state: Bitcoin is legal tender alongside a diminished dollar. Taxes are lower, collected in BTC, reducing federal overreach. Bitcoin’s adoption has decentralized power nationwide. The bancor has faded, unable to compete with Bitcoin’s grassroots momentum.

• 2047 (Mid-Year)\ Travel and trade flow freely in Bitcoin zones, with no restrictive checkpoints. The dollar economy lingers in poorer areas, marked by decay, but Bitcoin’s dominance lifts overall prosperity, as its deflationary nature incentivizes saving and investment over consumption. Global supply chains rebound, powered by bitcoin enabled efficiency.

• 2047 (Late Year)\ The U.S. is a patchwork of semi-autonomous zones, united by Bitcoin’s universal acceptance rather than federal control. Resource scarcity persists due to past disruptions, but economic stability is higher than in Shriver’s original dystopia—Bitcoin’s success prevents the authoritarian slide, fostering a freer, if imperfect, society.

Key Differences

• Currency Dynamics: Bitcoin’s triumph prevents the bancor’s dominance and mitigates hyperinflation’s worst effects, offering a lifeline outside state control.
• Government Power: Centralized authority weakens as Bitcoin evades bans and taxation, shifting power to individuals and communities.
• Societal Outcome: Instead of a surveillance state, 2047 sees a decentralized, bitcoin driven world—less oppressive, though still stratified between Bitcoin haves and have-nots.

This reimagining assumes Bitcoin overcomes Shriver’s implied skepticism to become a robust, adopted currency by 2029, fundamentally altering the novel’s bleak trajectory.

@ 21335073:a244b1ad

Someone asked for my thoughts, so I’ll share them thoughtfully. I’m not here to dictate how to promote Nostr—I’m still learning about it myself. While I’m not new to Nostr, freedom tech is a newer space for me. I’m skilled at advocating for topics I deeply understand, but freedom tech isn’t my expertise, so take my words with a grain of salt. Nothing I say is set in stone.

Those who need Nostr the most are the ones most vulnerable to censorship on other platforms right now. Reaching them requires real-time awareness of global issues and the dynamic relationships between governments and tech providers, which can shift suddenly. Effective Nostr promoters must grasp this and adapt quickly.

The best messengers are people from or closely tied to these at-risk regions—those who truly understand the local political and cultural dynamics. They can connect with those in need when tensions rise. Ideal promoters are rational, trustworthy, passionate about Nostr, but above all, dedicated to amplifying people’s voices when it matters most.

Forget influencers, corporate-backed figures, or traditional online PR—it comes off as inauthentic, corny, desperate and forced. Nostr’s promotion should be grassroots and organic, driven by a few passionate individuals who believe in Nostr and the communities they serve.

The idea that “people won’t join Nostr due to lack of reach” is nonsense. Everyone knows X’s “reach” is mostly with bots. If humans want real conversations, Nostr is the place. X is great for propaganda, but Nostr is for the authentic voices of the people.

Those spreading Nostr must be so passionate they’re willing to onboard others, which is time-consuming but rewarding for the right person. They’ll need to make Nostr and onboarding a core part of who they are. I see no issue with that level of dedication. I’ve been known to get that way myself at times. It’s fun for some folks.

With love, I suggest not adding Bitcoin promotion with Nostr outreach. Zaps already integrate that element naturally. (Still promote within the Bitcoin ecosystem, but this is about reaching vulnerable voices who needed Nostr yesterday.)

To promote Nostr, forget conventional strategies. “Influencers” aren’t the answer. “Influencers” are not the future. A trusted local community member has real influence—reach them. Connect with people seeking Nostr’s benefits but lacking the technical language to express it. This means some in the Nostr community might need to step outside of the Bitcoin bubble, which is uncomfortable but necessary. Thank you in advance to those who are willing to do that.

I don’t know who is paid to promote Nostr, if anyone. This piece isn’t shade. But it’s exhausting to see innocent voices globally silenced on corporate platforms like X while Nostr exists. Last night, I wondered: how many more voices must be censored before the Nostr community gets uncomfortable and thinks creatively to reach the vulnerable?

A warning: the global need for censorship-resistant social media is undeniable. If Nostr doesn’t make itself known, something else will fill that void. Let’s start this conversation.

@ 52b4a076:e7fad8bd

I have been recently building NFDB, a new relay DB. This post is meant as a short overview.

Regular relays have challenges

Current relay software have significant challenges, which I have experienced when hosting Nostr.land: - Scalability is only supported by adding full replicas, which does not scale to large relays. - Most relays use slow databases and are not optimized for large scale usage. - Search is near-impossible to implement on standard relays. - Privacy features such as NIP-42 are lacking. - Regular DB maintenance tasks on normal relays require extended downtime. - Fault-tolerance is implemented, if any, using a load balancer, which is limited. - Personalization and advanced filtering is not possible. - Local caching is not supported.

NFDB: A scalable database for large relays

NFDB is a new database meant for medium-large scale relays, built on FoundationDB that provides: - Near-unlimited scalability - Extended fault tolerance - Instant loading - Better search - Better personalization - and more.

Search

NFDB has extended search capabilities including: - Semantic search: Search for meaning, not words. - Interest-based search: Highlight content you care about. - Multi-faceted queries: Easily filter by topic, author group, keywords, and more at the same time. - Wide support for event kinds, including users, articles, etc.

Personalization

NFDB allows significant personalization: - Customized algorithms: Be your own algorithm. - Spam filtering: Filter content to your WoT, and use advanced spam filters. - Topic mutes: Mute topics, not keywords. - Media filtering: With Nostr.build, you will be able to filter NSFW and other content - Low data mode: Block notes that use high amounts of cellular data. - and more

Other

NFDB has support for many other features such as: - NIP-42: Protect your privacy with private drafts and DMs - Microrelays: Easily deploy your own personal microrelay - Containers: Dedicated, fast storage for discoverability events such as relay lists

Calcite: A local microrelay database

Calcite is a lightweight, local version of NFDB that is meant for microrelays and caching, meant for thousands of personal microrelays.

Calcite HA is an additional layer that allows live migration and relay failover in under 30 seconds, providing higher availability compared to current relays with greater simplicity. Calcite HA is enabled in all Calcite deployments.

For zero-downtime, NFDB is recommended.

Noswhere SmartCache

Relays are fixed in one location, but users can be anywhere.

Noswhere SmartCache is a CDN for relays that dynamically caches data on edge servers closest to you, allowing: - Multiple regions around the world - Improved throughput and performance - Faster loading times

routerd

routerd is a custom load-balancer optimized for Nostr relays, integrated with SmartCache.

routerd is specifically integrated with NFDB and Calcite HA to provide fast failover and high performance.

Ending notes

NFDB is planned to be deployed to Nostr.land in the coming weeks.

A lot more is to come. 👀️️️️️️

@ a39d19ec:3d88f61e

Die Debatte um Migration, Grenzsicherung und Abschiebungen wird in Deutschland meist emotional geführt. Wer fordert, dass illegale Einwanderer abgeschoben werden, sieht sich nicht selten dem Vorwurf des Rassismus ausgesetzt. Doch dieser Vorwurf ist nicht nur sachlich unbegründet, sondern verkehrt die Realität ins Gegenteil: Tatsächlich sind es gerade diejenigen, die hinter jeder Forderung nach Rechtssicherheit eine rassistische Motivation vermuten, die selbst in erster Linie nach Hautfarbe, Herkunft oder Nationalität urteilen.

Das Recht steht über Emotionen

Deutschland ist ein Rechtsstaat. Das bedeutet, dass Regeln nicht nach Bauchgefühl oder politischer Stimmungslage ausgelegt werden können, sondern auf klaren gesetzlichen Grundlagen beruhen müssen. Einer dieser Grundsätze ist in Artikel 16a des Grundgesetzes verankert. Dort heißt es:

„Auf Absatz 1 [Asylrecht] kann sich nicht berufen, wer aus einem Mitgliedstaat der Europäischen Gemeinschaften oder aus einem anderen Drittstaat einreist, in dem die Anwendung des Abkommens über die Rechtsstellung der Flüchtlinge und der Europäischen Menschenrechtskonvention sichergestellt ist.“

Das bedeutet, dass jeder, der über sichere Drittstaaten nach Deutschland einreist, keinen Anspruch auf Asyl hat. Wer dennoch bleibt, hält sich illegal im Land auf und unterliegt den geltenden Regelungen zur Rückführung. Die Forderung nach Abschiebungen ist daher nichts anderes als die Forderung nach der Einhaltung von Recht und Gesetz.

Die Umkehrung des Rassismusbegriffs

Wer einerseits behauptet, dass das deutsche Asyl- und Aufenthaltsrecht strikt durchgesetzt werden soll, und andererseits nicht nach Herkunft oder Hautfarbe unterscheidet, handelt wertneutral. Diejenigen jedoch, die in einer solchen Forderung nach Rechtsstaatlichkeit einen rassistischen Unterton sehen, projizieren ihre eigenen Denkmuster auf andere: Sie unterstellen, dass die Debatte ausschließlich entlang ethnischer, rassistischer oder nationaler Kriterien geführt wird – und genau das ist eine rassistische Denkweise.

Jemand, der illegale Einwanderung kritisiert, tut dies nicht, weil ihn die Herkunft der Menschen interessiert, sondern weil er den Rechtsstaat respektiert. Hingegen erkennt jemand, der hinter dieser Kritik Rassismus wittert, offenbar in erster Linie die „Rasse“ oder Herkunft der betreffenden Personen und reduziert sie darauf.

Finanzielle Belastung statt ideologischer Debatte

Neben der rechtlichen gibt es auch eine ökonomische Komponente. Der deutsche Wohlfahrtsstaat basiert auf einem Solidarprinzip: Die Bürger zahlen in das System ein, um sich gegenseitig in schwierigen Zeiten zu unterstützen. Dieser Wohlstand wurde über Generationen hinweg von denjenigen erarbeitet, die hier seit langem leben. Die Priorität liegt daher darauf, die vorhandenen Mittel zuerst unter denjenigen zu verteilen, die durch Steuern, Sozialabgaben und Arbeit zum Erhalt dieses Systems beitragen – nicht unter denen, die sich durch illegale Einreise und fehlende wirtschaftliche Eigenleistung in das System begeben.

Das ist keine ideologische Frage, sondern eine rein wirtschaftliche Abwägung. Ein Sozialsystem kann nur dann nachhaltig funktionieren, wenn es nicht unbegrenzt belastet wird. Würde Deutschland keine klaren Regeln zur Einwanderung und Abschiebung haben, würde dies unweigerlich zur Überlastung des Sozialstaates führen – mit negativen Konsequenzen für alle.

Sozialpatriotismus

Ein weiterer wichtiger Aspekt ist der Schutz der Arbeitsleistung jener Generationen, die Deutschland nach dem Zweiten Weltkrieg mühsam wieder aufgebaut haben. Während oft betont wird, dass die Deutschen moralisch kein Erbe aus der Zeit vor 1945 beanspruchen dürfen – außer der Verantwortung für den Holocaust –, ist es umso bedeutsamer, das neue Erbe nach 1945 zu respektieren, das auf Fleiß, Disziplin und harter Arbeit beruht. Der Wiederaufbau war eine kollektive Leistung deutscher Menschen, deren Früchte nicht bedenkenlos verteilt werden dürfen, sondern vorrangig denjenigen zugutekommen sollten, die dieses Fundament mitgeschaffen oder es über Generationen mitgetragen haben.

Rechtstaatlichkeit ist nicht verhandelbar

Wer sich für eine konsequente Abschiebepraxis ausspricht, tut dies nicht aus rassistischen Motiven, sondern aus Respekt vor der Rechtsstaatlichkeit und den wirtschaftlichen Grundlagen des Landes. Der Vorwurf des Rassismus in diesem Kontext ist daher nicht nur falsch, sondern entlarvt eine selektive Wahrnehmung nach rassistischen Merkmalen bei denjenigen, die ihn erheben.

@ 1c19eb1a:e22fb0bc

If you haven't noticed already, #Nostr is a little different from what most people are used to. One of the ways this is felt most acutely is with media hosting. Users are accustomed to uploading their images and videos directly through the app they are posting from. Many Nostr apps provide that same experience nowadays, but it wasn't always the case.

Just a couple years ago, users had to find somewhere to host their media separately, and then copy and paste the URL into their note whenever they wanted to share their cat pictures. One of the first, if not the first, media hosting services specifically intended for Nostr was nostr:npub1nxy4qpqnld6kmpphjykvx2lqwvxmuxluddwjamm4nc29ds3elyzsm5avr7, which will be the service we are reviewing today.

Like our previous review of Amber, Nostr.Build is a service for users to pair with other Nostr apps. You won't generally use nostr:npub1nxy4qpqnld6kmpphjykvx2lqwvxmuxluddwjamm4nc29ds3elyzsm5avr7 by itself. Rather, you'll use it to host that incredible shot you want to post to #Olas, or to host screenshots for your long-form tutorial about setting up Nostr Wallet Connect that you'll be posting from #Habla.news, or for hosting a hilarious video of your cat falling asleep to nostr:npub1cj8znuztfqkvq89pl8hceph0svvvqk0qay6nydgk9uyq7fhpfsgsqwrz4u's voice and taking a tumble off of his favorite perch that you want to share on #Damus. However, there are some features within Nostr.Build that you may want to check out quite apart from using it with any other Nostr app.

Overall Impression

Score: 4.8 / 5

I have been impressed by Nostr.Build for some time now, but they have pulled out all the stops in their latest update, increasing their maximum file size for free accounts to 100MB, integrating the #Blossom protocol, adding the ability to share directly to Nostr from within your dashboard, and more integrations with other Nostr apps than ever before. Nostr.Build is simply a pleasure to use, whether through their web interface, or through another Nostr app that integrates with them.

With the ability to easily organize your media, view statistics, browse the media gallery of free uploads, metadata removal for increased privacy, and AI image generation, Nostr.Build is not simply a media hosting service, it is a full-fledged media management platform. Its robust features keep it well ahead of other Nostr-focused media hosting options available, and a particularly strong option for those using Blossom and wanting redundancy and reliable uptime for their media.

As much as I enjoy using the web interface, though, where Nostr.Build really shines is their integrations with other Nostr apps. These integrations allow users to have the same experience they are accustomed to from centralized social platforms of uploading their media from within the same app they are using to share it. No copy/pasting a URL from one app to another. In fact, many users may not realize they have been using Nostr.Build in their client of choice, simply because it is the default option for media hosting for many Nostr apps.

This has the added benefit to client developers that they can provide this experience to their users without having to run media hosting infrastructure on top of trying to build their app. The separation of relays, clients, and media hosting between different entities, while keeping a similar experience to centralized platforms where a single company controls all three, is critical to Nostr adoption.

Features

Nostr.Build has a plethora of features beyond simply hosting your media. Let's take a look!

AI Image Generation

Do you need a quick title image for a long-form article? How about inspiration for a logo or art piece? Nostr.Build's AI Studio has you covered.

They have provided a few different models based on the plan you purchase, beginning with the Professional plan, which includes SDXL-Lightning and Stable Diffusion 1. Upgrading to the Creator plan will give you access to all Pro Stable Diffusion models and unlimited use of the Flux.1 model, which is the same core model used for Grok2 images.

I personally have a Professional account, so I haven't had a chance to try out Flux.1, but I have used Stable Diffusion extensively for creating character art for #NostrHeroes characters, such as these:

Nothing too spectacular when compared with some of the newer models out there, and there is no image-to-image support (yet), but more than adequate for casual image generation needs. Moreover, it is far more than what one would expect from a simple media-hosting service.

Admittedly, I am also no expert at coaxing AI models to produce anything remarkable so your results may vary. Either way, image generation is a welcome tool to have available without needing to go to an outside service unless you require something very specific.

Upload Limits

The maximum file size limits on Nostr.Build have been getting progressively larger, even for their free service. As I recall, it was a mere 21MB limit per file just a few months ago, which is fine for image files, but is quickly exceeded with videos. Then they increased their limits to 50MB per file, and as of recent updates it has been increased once more to a whopping 100MB per file... for free! This is more than adequate for most uses.

However, free users' images, GIFs, and videos are automatically viewable via Nostr.Build's free media gallery. This is something to particularly bear in mind when uploading images you intend to share via direct message. Though your DMs are encrypted, the images uploaded to Nostr.Build are not, and if you don't have a paid account, they will be viewable to the all paid users in the free media gallery. If you want to upload images that will not be viewable unless you actively share them, you must have a paid account.

Paid accounts have no file size limit, but they do have a total storage limit. I could not find anything about total storage limits for free accounts, but Professional tier will give you 25GB, Creator 50GB, and Advanced 250GB. Uploads to paid accounts are not visible in the free media gallery, so only those you give the link to will be able to access your content.

Media Types

Many file types are supported by Nostr.Built, even for free users, including:

• Image: .jpg, .png, .gif
• Video: .mov, mp4
• Audio: mp3, .wav

Upgrading to the Professional plan will add .pdf and .svg to the list of permitted file types, and upgrading to Creator or above will add .zip files, as well.

I believe other common file types are also supported, but these are the only ones specifically mentioned on the site.

Free Media Gallery

The free media gallery is an interesting little feature that Nostr.Build has available to paid accounts. Free users can get a preview, such as the one below, but only paid users can browse through the millions of uploads made by free users.

Apart from being amusing to browse through the things people have been uploading, I am unsure of how useful this particular feature is. No indication is given as to who uploaded the media, and it is limited compared to media feeds in other Nostr apps in two important ways. First, it only shows media uploaded to Nostr.Build, while other media-focused Nostr apps, such as Slidestr, Lumina, or even Primal will show media posted by all Nostr users. Second, Nostr.Build's gallery doesn't show all uploads to Nostr.Build, but only uploads from those without a paid account, further limiting the scope of whose uploads are seen.

Paid users have the advantage of being able to upload media that is not viewable to anyone unless they intentionally share the link somewhere. Free users, on the other hand, must be aware that their uploads are viewable by any paid users, whether they shared the link anywhere or not.

One incident I had while testing out another app required me to reach out to Nostr.Build support to request deletion of an image. It had some of my personal information in it, and had been uploaded to Nostr.Build and sent to me via DM. The sender assumed that since it was being sent via DM, no one else would be able to see the image, but because he was not a paid user of Nostr.Build, the image was included in the Free Media Gallery for any paid user to see. Not ideal, but the folks at Nostr.Build were quick to get it deleted for me.

In short, I have mixed feelings about this particular feature.

Blossom

Blossom is a media storage and retrieval protocol built for Nostr, but usable with any application that needs to access media via the web, and Nostr.Build has recently added support for Blossom uploads via their Blossom server: blossom.band

I will likely be adding a Nostrversity article going over Blossom in detail in the near future, but here's the basics of what it makes possible:

First, easy integration for media uploading from your favorite Nostr apps. Amethyst, Coracle, Primal and others have added Blossom upload support, so you just have to hop into your settings and add Nostr.Build's Blossom server address to start using it as your media host. No need to go to a separate app to upload your media and copy/paste the URL into your Nostr note!

Second, your media in Blossom is content addressable. This means it is named based on a hash of its actual data. Because of this, you can verify that the media has not been altered or replaced by your media host. If the hash doesn't match the data, it won't be loaded by the Nostr client, so you never have to worry about the image in your note being replaced by a different image by your media host.

Finally, because your media is addressable by its content, you can save the same media to multiple hosts, and if one of them goes down, Nostr apps can fetch your media from other hosts, just like they can do with your notes by fetching them from different relays if one relay you write to is down. This makes your images and videos much harder to censor, since you would need to be banned by multiple Blossom servers for your media to no longer be accessible.

If you would like to upload media to more than one Blossom server at the same time, your options are currently to use Primal and ensure that your settings have "Enable media mirrors" toggled on, or to use Bouquet. Hopefully we will see this option added to more Nostr apps in the near future.

Metadata Stripping

For files uploaded via Nostr.Build's dashboard, location metadata is removed upon upload. This is to protect user privacy, since this data could be used to reveal your home address if it is left attached to images posted publicly on Nostr.

When uploading via Blossom, media containing location metadata will be rejected. The user will be required to remove the metadata before they can upload the media.

No KYC and No Ads Policy

The only form of identification needed to use Nostr.Build is your Nostr identity. Every upload is tied to your npub, but no name, date of birth, email, or other identifying information is required. This is made possible because Nostr.Build only accepts Bitcoin as payment for their accounts, and no KYC is required to make Bitcoin transactions via Lightning.

Additionally, Nostr.Build is philosophically opposed to targeted advertising, so they have a policy that they will never use ads on their hosting service.

Client Integrations

Even before Blossom, Nostr.Build had many Nostr clients that used it as the default media hosting service, allowing users to upload directly within the app. This has only expanded now that Nostr.Build has added Blossom.

A very non-exhaustive list of clients that integrate with Nostr.Build is listed on their site, and includes Damus, Amethyst, Nostrudel, Snort, Iris, Coracle, Flycat, and Yakihonne. Additional apps that support Nostr.Build via Blossom include Primal and Flotilla. Some of these integrations support both Blossom and NIP-96 options for uploading media, such as Amethyst, while others only support one or the other.

I would not be surprised to see more and more Nostr apps move to integrating Blossom and phasing out NIP-96 support. Either way, though, Nostr.Build currently supports both, and is therefore an excellent hosting option if you want to use it with a wide range of Nostr apps.

Media Statistics

For those with a paid account, Nostr.Build provides information about how often each of your uploads has been requested and viewed within a given time period.

This can be valuable information for content creators, so they can determine what content is resonating with their audience, and what times of day their posts get the most views.

This information can currently be viewed for a maximum period of three months prior to the current date, and as short a period as just the past hour.

Can My Grandma Use It?

Score: 4.7 / 5

Nostr.Build is incredibly easy to use if you have a paid account, or if you are a free user uploading to Nostr.Build through a client that integrates with them by default. Previous frictions encountered by free users trying to upload large files should now be few and far between, thanks to the generous 100MB size limit.

Where things may be a bit more involved is when users are trying to set up media hosting on Nostr apps that don't use Nostr.Build by default. Exactly where in the settings the user must go to set this up, and whether to use the Blossom or NIP-96 address may not be immediately apparent, and requires an understanding of the difference that the user may not possess. This is not the fault of Nostr.Built, though, and I have not taken it into consideration in the scoring. Each individual Nostr app's settings should be as easy to understand as possible.

Another point of friction may come from free users who want to upload directly through the Nostr.Build site, instead of via another Nostr app. This used to be possible without logging in, but in an effort to ensure the service was used for Nostr, and not for general media hosting, Nostr.Build added the requirement to log in.

Thankfully, there are plenty of login options, including npub and password, browser extension (NIP-07), and even via a one-time-code sent to you via Nostr DM. However, if you don't have a paid account already, logging in will prompt you to upgrade. It seems that uploading directly via the website has been removed for free users entirely. You can only upload via another Nostr app if you don't have a paid account. This may lead to confusion for users who don't want to pay for an account, since it isn't made apparent anywhere that uploading through the website isn't an option for them.

Additionally, I would like to see the addresses for the Blossom server and for NIP-96 uploads (unless they are being phased out) added to the main page somewhere. Even selecting the "Blossom" page from the site navigation doesn't make clear what needs to be done to utilize the service. Something as simple as, "To use Nostr.Build with your favorite Blossom compatible Nostr apps, just add https://blossom.band as your media host in the app settings," would be enough to point users in the right direction.

For those who do have paid accounts, the dashboard is easy to navigate and organize your media.

By default, all uploads are added to the Main Folder. Users can leave them there, or they can easily create new folders and drag and drop media to organize it.

Every image has a copy/paste clipboard icon for ready access to copy the media URL for inclusion into a Nostr note.

Additionally, Nostr.Build allows users to share their uploaded media to Nostr directly from the dashboard. Bear in mind, though, this is published to a set of popular relays, without taking into account the user's preferred write relays.

The section just below the user's profile information gives an at-a-glance view of important information, such as how much of the user's allotted storage has been used, how many AI Studio credits are available, how many days are left before their paid account must be renewed, and how many files from three major categories — GIFs, images, and videos — have been uploaded.

Uploading directly to the dashboard is also incredibly easy. You can simply drag and drop files into the upload pane, or browse for them. If you have a URL for the media you want to upload, you can even paste it to import from another website or Blossom server.

Anything I could think of that I might want to do in the interface was intuitive to find, well labeled, or had common and easily identified icons.

How do UI look?

Score: 4.7 / 5

I would describe Nostr.Build's UI as clean and utilitarian, which is what one would expect from a media hosting service. Nothing too flashy. Just what you need and nothing you don't.

We certainly like our purple color-schemes on Nostr, and Nostr.Build leans into that with white text on shades of purple backgrounds, along with occasional color-popping accents. If a Nostr client had made the same color choices, I might be a bit more critical, but it works in an app that users won't be spending a ton of time in, except while managing their media, or using the AI Studio to generate some images.

UI elements such as buttons, active folder indicators, and icons all maintain an attractive, and simple design, with rounded corners wherever appropriate. Nothing looks too busy or overbearing, and the spacing between image previews in the folder view is just right.

Font remains consistent throughout the interface, with no jarring changes, and bold text, in white or another contrasting color, is used appropriately to draw attention, while subdued text is rendered in a light purple to blend more with the background, while remaining readable.

As such, the UI is attractive, without being particularly breathtaking. Nothing to complain about, but also nothing to write home about.

Log In Options

Score: 4.8 / 5

As mentioned previously, Nostr.Build provides three ways a user can log in.

The first should be very familiar for any Nostr user who frequents web clients, and that is by use of a browser extension (NIP-07), such as Alby, Nos2x, or Gooti. Note, this will also work if you are on Android and using KeyChat's browser, which has a NIP-07 signer built in.

Next is the legacy login method for Nostr.Build that they have used since the service first launched, which is via npub and password. This should serve to remind you that even though Nostr.Build supports Nostr login, and can post your images to Nostr for you, it's really just a centralized media hosting service. Just like you wouldn't use only one Nostr relay, you should not use just one media host. Mirror your media to other Blossom servers.

Most intriguing, and one I had not seen used before, is the option to use your npub and have a one-time-code sent to you via Nostr DM. I tested this method out and it worked flawlessly. It is unfortunately using the old NIP-04 DM spec, though, so any clients that have deprecated these DMs will not work for receiving the code. We're in a strange place with Nostr DMs currently, with some clients deprecating NIP-04 DMs in favor of NIP-17, others that still only support NIP-04, and a few that support both. If you don't see the DM in your client of choice, hop over to Primal and check your DMs there in the "other" tab.

Since Nostr.Build is supporting Nostr login, I would like to see them add remote signer (NIP-46) login alongside browser extension login to round out the options expected from a Nostr web app.

Feature Set

Score: 4.8 / 5

The features provided by Nostr.Build all work as expected and provide a lot of value to the user. With only one exception, all of the features make sense for a media hosting and management service to provide, and they are adding more features all the time.

Users not only get a reliable hosting service, with excellent uptime for their media, but they get integrations with most Nostr clients I can think of, Blossom protocol support, media organization and statistics, posting media to Nostr from within the dashboard, metadata stripping for enhanced privacy, a wide range of supported file types, and an AI image generation studio! What's more, there are additional features already on the roadmap, including traditional and AI image editing, additional plan options, expandable storage, and video transcoding for optimized playback. Nostr.Build is just getting started and they already offer more than most media hosting services out there, intended for Nostr or otherwise.

The one feature I am still not sold on is the "Free Media Gallery." The name is misleading. The gallery itself is not free. You must have a paid account to access more than a preview of it. Rather, it displays media uploaded by free users, regardless of whether they uploaded that media to send via DM, or uploaded it but decided not to share it out, or uploaded it to post it only within a private group on Flotilla, or uploaded it and only sent the note with the image link to a private relay.

Moreover, if I want to see media that has been shared on Nostr, there are plenty of ways I can do so that I can be confident only include media users intended to be publicly viewable. This feature from Nostr.Build, if it is kept at all, should have some way of ensuring the gallery only includes images that were shared on public relays.

Pricing

Score: 5 / 5

The pricing structure for Nostr.Build is exceptionally reasonable when compared with other services.

The Professional plan, which is their lowest paid tier, is just 69,000 sats a year. At current price, that translates to around $70 for the year, and Nostr.Build has been known to lower their pricing as Bitcoin goes up. Users can also get a 10% or 20% discount if they buy 2 or 3 years at a time, compensating for the fact that Bitcoin tends to go up year over year.

For that cost, users get 25GB of storage, unlimited file size for uploads within that storage cap, and access to all of Nostr.Build's features mentioned in this review, with the exception of their highest end AI models and storage of certain file types.

If I were to set up my own VPS to host a Blossom server with comparable storage, I would be paying around $14 a month before the cost of the domain, and it would be anything but plug and play. Even then, all I would have is storage. I would be missing out on all of the other features Nostr.Build has out of the box for less than half the price.

The Creator plan is close to double the cost at 120,000 sats, or about $120, a year. However, you aren't just getting double the storage space at 50GB; you are also getting double the AI credits, access to the higher tier AI models, S3 backup for all of your media, and your own Creator page you can share out with your media available for others to browse in one location.

The Advanced plan doesn't add a lot of extra features for more than double the price of the Creator plan, but it MASSIVELY increases your storage limit by 5x to a total of 250GB. Comparable storage space on a VPS to run your own Blossom server would be about $100 a month and Nostr.Build is offering it for about $250 (250,000 sats) for a whole year! If you really need to host that much media, it's hard to beat this price. The plan also comes with a Nostr.Build NIP-05 address, if you need one.

Now, the argument can be made, "But it's priced in sats, and that means in four years I will have spent many times that dollar amount on their service, possibly making it more expensive than other services priced in fiat." While that is true, it also doesn't take opportunity cost into account. Every dollar you spend on something other than Bitcoin is a missed opportunity to have bought Bitcoin with it. There's not really any difference between spending $70 in fiat to buy a hosting plan vs spending 69,000 sats, because you could have used that same $70 to buy Bitcoin instead, so you are losing out on that increase in purchasing power either way.

Not to mention, you can just buy the sats with your fiat and send it to Nostr.Build, so you would effectively be buying your plan with fiat, and they would be receiving sats.

I think Satellite.earth is still technically less expensive at just $0.05 per GB per month, which comes to $15 a year for the same 25GB of Nostr.Build's professional plan. However, all you get is media hosting. You miss out on all of the other features provided by Nostr.Build. And if you are uploading files of 100MB or less... Well, free with Nostr.Build is still cheaper than $0.5 per GB.

Wrap Up

All of the above comes together to make Nostr.Build a versatile and full-featured media hosting and management service at an affordable price point for their paid accounts, but with no need to pay at all if you just want a place to upload photos, GIFs, memes, and even some videos, so long as the file size stays under 100MB. Whether you want to use Nostr.Build as your primary media host, or as just one redundancy in your Blossom set up, they have you covered and I encourage you to check them out!

For the next review, I would like to go with another client, this time for the web, and the two options I am debating between are Coracle.social and Jumble.social. Let me know in the comments which you would like to see!

@ c9badfea:610f861a

1. Install FUTO Keyboard (it's free and open source)
2. Launch the app, tap Switch Input Methods and select FUTO Keyboard
3. For voice input, choose FUTO Keyboard (needs mic permission) and grant permission While Using The App
4. Configure keyboard layouts under Languages & Models as needed

Adding Support for Non-English Languages

Voice Input

1. Download voice input models from the FUTO Keyboard Add-Ons page
   • For languages like Chinese, German, Spanish, Russian, French, Portuguese, Korean, and Japanese, download the Multilingual-74 model
   • For other languages, download Multilingual-244
2. Open FUTO Keyboard, go to Languages & Models, and import the downloaded model under Voice Input

Dictionaries

1. Get dictionary files from AOSP Dictionaries
2. Open FUTO Keyboard, navigate to Languages & Models, and import the dictionary under Dictionary

ℹ️ When typing, tap the microphone icon to use voice input

@ 75869cfa:76819987

GM, Nostriches!

The Nostr Review is a biweekly newsletter focused on Nostr statistics, protocol updates, exciting programs, the long-form content ecosystem, and key events happening in the Nostr-verse. If you’re interested, join me in covering updates from the Nostr ecosystem!

Quick review:

In the past two weeks, Nostr statistics indicate over 216,000 daily trusted pubkey events. The number of new users has seen a notable decrease, Profiles with contact lists and pubkeys writing events were both representing a 70% decline. More than 7 million events have been published, reflecting a 24% decrease. Total Zap activity stands at approximately 16 million, marking a 20% increase.

Additionally, 14 pull requests were submitted to the Nostr protocol, with 6 merged. A total of 45 Nostr projects were tracked, with 7 releasing product updates, and over 378 long-form articles were published, 24% focusing on Bitcoin and Nostr. During this period, 9 notable events took place, and 3 significant events are upcoming.

Nostr Statistics

Based on user activity, the total daily trusted pubkeys writing events is about 216,000, representing a slight 2 % decrease compared to the previous period. Daily activity peaked at 17483 events, with a low of approximately 15499.

The number of new users has decreased significantly.Profiles with contact lists and pubkeys writing events were 26,132 and 59,403 respectively, both representing a decline of approximately 70% compared to the previous period.

The total number of note events published is around 7 million, reflecting a 24% decrease.Posts remain the most dominant category by volume, totaling approximately 1.7 million, representing a 4% decrease compared to the previous period.Reposts, however, saw a significant increase, rising by 33% compared to the same period.

For zap activity, the total zap amount is about 16 million, showing an decrease of over 20% compared to the previous period.

Data source: https://stats.nostr.band/

NIPs

Allow multi-user AUTH #1881 vitorpamplona is proposing a PR that reuses one connection for everyone by accepting multi-user logins on the relay side. Additionally, this PR standardizes how relays should handle multiple AUTH messages from the client, instead of leaving it as undefined behavior. Currently, most relays override the previous AUTH, which means developers can rotate the authenticated user within the same connection. Some relays only accept the first AUTH and ignore the rest. A few newer relays already support multi-user logins as described in this PR, which he believes is the correct way to implement NIP-42 AUTH. The purpose of this PR is to formalize that behavior.

Adds optional nip60.signSecret() and kind 10019 filter tag #1890 robwoodgate is proposing a PR that clarifies and improves Nostr <---> Cashu interoperability as follows:Adds an optional signer signature for NUT-10 well-known secrets to NIP-60, NIP-07 and NIP-46；Clarifies use of Nostr <---> Cashu public keys in NIP-61；Adds an optional reverse lookup filter tag to NIP-61 kind 10019 events.

Notable Projects

​​Coracle 0.6.10 nostr:npub13myx4j0pp9uenpjjq68wdvqzywuwxfj64welu28mdvaku222mjtqzqv3qk

Coracle 0.6.10 release is out on the web and zapstore! This is another maintenance release, including a complete rewrite of the networking code (coming soon to flotilla), and several bug fixes. * Fix spotify url parsing bug * Fix nip46 signer connect * Use new version of network library * Fix reply drafts bug * Fix creating a new account while logged in * Re-work storage adapter to minimize storage and improve performance * Improve initial page load times * Fix followers page * Upgrade welshman * Remove platform relay * Show PoW * Don't fetch messages until decryption is enabled

Damus v1.14 nostr:npub18m76awca3y37hkvuneavuw6pjj4525fw90necxmadrvjg0sdy6qsngq955

A new TestFlight release is here for Purple users to try! * ️Setup a wallet lightning fast with our new one-click wallet setup, powered by Coinos! * New revamped wallet experience with balance and transactions view for your NWC wallet — see how much you got zapped without even leaving the app! * New notification setting to hide hellthreads. ie. Achieve notification peace. * NIP-65 relay list support — more compatibility across Nostr apps! * Unicode 16 emoji reactions (only for iOS 18.4+) - even more options to express your reactions! * Blurred images now show some more information — no more wondering why images are occasionally blurred. * More bugs fixed, and general robustness improvements.

0xchat v1.4.9 nostr:npub1tm99pgz2lth724jeld6gzz6zv48zy6xp4n9xu5uqrwvx9km54qaqkkxn72

What's new: * Implemented updated NIP-29 group logic with support for group admin roles * Added support for Aegis URL scheme login on iOS

YakiHonne nostr:npub1yzvxlwp7wawed5vgefwfmugvumtp8c8t0etk3g8sky4n0ndvyxesnxrf8q

🌐web v4.6.0: * Introducing Smart Widgets v2 – now dynamic and programmable. Learn more at https://yakihonne.com/docs/sw/intro * New Tools Smart Widgets section in note creation for advanced content editing. * Curations, videos, and polls are now Tools Smart Widgets, enabling quick creation and seamless embedding in notes. * Zap advertisements added—top zappers can now appear below notes. * Note translation button has been relocated next to the note options for easier access. * Followers and following lists are now visible directly on the dashboard home page. * General improvements and bug fixes for a smoother experience.

📱mobile v1.7.0: * Introducing the fully upgraded smart widget with its expanded set of functionalities. * A set of tools to enhance content editing. * Curations, videos, and polls are now Tools Smart Widgets, enabling quick creation and seamless embedding in notes. * Shortened URLs for a better user experience. * Highest zappers in notes will be highlighted. * Zapper list now includes zaps messages. * Videos and curations are no longer visible in the app. * Gossip models can be enabled and disabled. * Fixed multiple bugs for a more stable and seamless app experience. * Enhanced overall performance, usability, and design across the app.

Nostur v1.20 nostr:npub1n0stur7q092gyverzc2wfc00e8egkrdnnqq3alhv7p072u89m5es5mk6h0

New in this version: * Added support for Lists (kind 30000) * Show preview of feed from list * Turn list into feed tab with 1 tap * Subscribe toggle to keep updating the feed from original maintainer, or keep list as-is * Share List: Toggle to make list public * Lists tab on Profile view * 'Add all contacts to feed/list' post menu item * Discover tab now shows Lists shared by your follows * Enable manual ordering of custom feeds / tabs * New Top Zapped feed * New onboarding screens * New default color scheme / adjusted backgrounds * Lower delays and timeouts for fetching things * Improved hellthread handling * Support for comment on highlights (kind 9802) * Toggle to post to restricted/locked relay when starting post from single relay feed * Support relay auth for bunker/remote signer accounts * Zoom for previous profile pictures * Improved Relay Autopilot / Outbox when loading a single profile, always try to find 2 additional relays not in already used relay set * Improved support for accounts with large follow lists * Keep things longer in cache on desktop version * Improved support for pasting animated gifs * Use floating mini video player also on iPad and Desktop * Many performance improvements and bugfixes

Zapstore 0.2.6 nostr:npub10r8xl2njyepcw2zwv3a6dyufj4e4ajx86hz6v4ehu4gnpupxxp7stjt2p8

• Fixes for stale data, apps should now show their latest versions
• Upgrade to nostr:npub1kpt95rv4q3mcz8e4lamwtxq7men6jprf49l7asfac9lnv2gda0lqdknhmz DVM format
• New Developer screen (basic for now, delete local cache if apps are missing!)

ZEUS v0.11.0 nostr:npub1xnf02f60r9v0e5kty33a404dm79zr7z2eepyrk5gsq3m7pwvsz2sazlpr5

ZEUS v0.11.0-alpha 2 with Cashu support is now available for testing. In this build: * Fix: addresses an issue where some Cashu wallets would crash when redeeming their first token. If you were affected by this bug, try removing the mint in question and re-adding it with the 'Existing funds' toggle enabled. FUNDS ARE SAFU! * Feat: Core Lightning: show closed channels list * Locale updates

Long-Form Content Eco

In the past two weeks, more than 378 long-form articles have been published, including over 57 articles on Bitcoin and more than 32 related to Nostr, accounting for 24% of the total content.

These articles about Nostr mainly explore the protocol’s steady evolution toward simplicity, decentralization, and practical usability. There is a clear call within the community to strip away unnecessary complexity and return to Nostr’s minimalist roots, emphasizing lightweight structures and user autonomy. At the same time, a wave of innovation is expanding Nostr’s possibilities—new marketplaces, interoperable bridges with other protocols, and creative tools for publishing, identity, and social interaction are emerging rapidly. The articles also reflect a growing focus on censorship resistance, advocating for more diverse and independent relay networks, encrypted communications between relays, and broader user control over data and publishing. Practical guides and firsthand user experiences reveal both the excitement and the challenges of building within an open, permissionless ecosystem.

These articles about Bitcoin depict the evolution and expansion of the Bitcoin ecosystem from various perspectives. On the technical front, they focus on the iteration of Bitcoin Core versions, innovations in secure storage methods, advancements in multisignature solutions and post-quantum cryptography, as well as the ongoing optimization of payment tools like the Lightning Network, highlighting Bitcoin's continuous progress in enhancing asset security and transaction efficiency. At the same time, through real-life stories and personal experiences, many articles illustrate Bitcoin's practical role in individuals' lives, showing how it helps people achieve financial autonomy, build resilience, and transform their lifestyles in times of turmoil. From a financial perspective, the articles delve into Bitcoin’s unique value as digital gold and an inflation hedge, and its function as a safe haven and transformative force in emerging economies and shifting trade environments.

Thank you, nostr:npub1jp3776ujdul56rfkkrv8rxxgrslqr07rz83xpmz3ndl74lg7ngys320eg2 nostr:npub1xzuej94pvqzwy0ynemeq6phct96wjpplaz9urd7y2q8ck0xxu0lqartaqn nostr:npub1qd6zcgzukmydscp3eyauf2dn6xzgfsevsetrls8zrzgs5t0e4fws7re0mj nostr:npub12q4tq25nvkp52sluql37yr5qn059qf3kpeaa26u0nmd7ag5xqwtscduvuh nostr:npub1t49ker2fyy2xc5y7qrsfxrp6g8evsxluqmaq09xt7uuhhzsurm3srw4jj5 nostr:npub1p7dep69xdstul0v066gcheg2ue9hg2u3pngn2p625auyuj57jkjscpn02q nostr:npub1l0cwgdrjrxsdpu6yhzkp7zcvk2zqxl20hz8mq84tlguf9cd7dgusrmk3ty nostr:npub1fn4afafnasdqcm7hnxtn26s2ye3v3g2h2xave7tcce6s7zkra52sh7yg99 npub1jh95xvxnqdqj5ljh3vahh7s7s0pv9mj9sfrkdnx4xgead9kmwpkq2e0fqm，npub1qn4ylq6s79tz4gwkphq8q4sltwurs6s36xsq2u8aw3qd5ggwzufsw3s3yz，npub1penlq56qnlvsr7v3wry24twn6jtyfw5vt6vce76yawrrajcafwfs0qmn5s，and others, for your work. Enriching Nostr’s long-form content ecosystem is crucial.

Nostriches Global Meet Ups

Recently, several Nostr events have been hosted in different countries. * Recently, YakiHonne collaborated with multiple communities and universities across Africa, such as nostr:npub1yp5maegtq53x536xcznk2hqzdtpgxg63hzhl2ya3u4nrtuasxaaqa52pzn nostr:npub1tk59m73xjqq7k3hz9hlwsvspu2xq7t9gg0qj86cgp4rrlqew5lpq5zq7qp nostr:npub1wjncl8k8z86qq2hwqqeufa4g9z35r5t5wquawxghnrs06z9ds8zsm49yg7 and more, to successfully host seven Nostr Workshops, attracting over 200 enthusiastic participants. The events not only provided a comprehensive introduction to the Nostr ecosystem and Bitcoin payments but also offered hands-on experiences with decentralized technologies through the YakiHonne platform.

• The second BOBSpace Nostr Month Meetup took place on Friday, April 25, 2025, at 6:30 PM in Bangkok. This special event featured nostr:npub18k67rww6547vdf74225x4p6hfm4zvhs8t8w7hp75fcrj0au7mzxs30202m the developer of Thailand’s home-grown Nostr client Wherostr, as the guest speaker. He shared his developer journey, the story behind building Wherostr, and how Nostr enables censorship-resistant communication. This was a Bitcoin-only meetup focused on the Nostr protocol and decentralized technologies.
• Panama Blockchain Week 2025 took place from April 22 to 24 at the Panama Convention Center in Panama City. As the first large-scale blockchain event in Central America, it aimed to position Panama as a leading blockchain financial hub in Latin America. The event featured a diverse lineup, including a blockchain conference, Investor’s Night, Web3 gaming experiences, tech exhibitions, and an after-party celebration.

Here is the upcoming Nostr event that you might want to check out. * Nostr & Poker Night will be held on April 30 at the Bitcoin Embassy in El Salvador. The event will feature an exciting Nostr-themed presentation by nostr:npub1dmnzphvk097ahcpecwfeml08xw8sg2cj4vux55m5xalqtzz9t78q6k3kv6 followed by a relaxed and fun poker night. Notably, 25% of the poker tournament prize will be donated to support MyfirstBitcoin’s Bitcoin education initiatives. * A free webinar on venture capital, Bitcoin, and cryptocurrencies will be held online on May 6 at 12:00 PM (ARG time). Organized in collaboration with Draper Cygnus, the event aims to introduce the fundamentals of venture capital, present the projects of ONG Bitcoin Argentina Academy, and provide attendees with the opportunity to interact with the guest speakers. * Bitcoin Unveiled: Demystifying Freedom Money will take place on May 10, 2025, at Almara Hub. The event will explore Bitcoin’s transformative potential, helping participants understand its purpose, learn how to get started, build a career in the Bitcoin space, and begin their Bitcoin savings journey. Featured speakers include nostr:npub1sn0q3zptdcm8qh8ktyhwtrnr9htwpykav8qnryhusr9mcr9ustxqe4tr2x Theophilus Isah, nostr:npub1s7xkezkzlfvya6ce6cuhzwswtxqm787pwddk2395pt9va4ulzjjszuz67p , and Megasley.

Additionally, We warmly invite event organizers who have held recent activities to reach out to us so we can work together to promote the prosperity and development of the Nostr ecosystem.

Thanks for reading! If there’s anything I missed, feel free to reach out and help improve the completeness and accuracy of my coverage.

@ a39d19ec:3d88f61e

Nun da das deutsche Bundesregime den Ruin Deutschlands beschlossen hat, der sehr wahrscheinlich mit dem Werkzeug des Geld druckens "finanziert" wird, kamen mir so viele Gedanken zur Geldmengenausweitung, dass ich diese für einmal niedergeschrieben habe.

Die Ausweitung der Geldmenge führt aus klassischer wirtschaftlicher Sicht immer zu Preissteigerungen, weil mehr Geld im Umlauf auf eine begrenzte Menge an Gütern trifft. Dies lässt sich in mehreren Schritten analysieren:

1. Quantitätstheorie des Geldes

Die klassische Gleichung der Quantitätstheorie des Geldes lautet:

M • V = P • Y

wobei:
- M die Geldmenge ist,
- V die Umlaufgeschwindigkeit des Geldes,
- P das Preisniveau,
- Y die reale Wirtschaftsleistung (BIP).

Wenn M steigt und V sowie Y konstant bleiben, muss P steigen – also Inflation entstehen.

2. Gütermenge bleibt begrenzt

Die Menge an real produzierten Gütern und Dienstleistungen wächst meist nur langsam im Vergleich zur Ausweitung der Geldmenge. Wenn die Geldmenge schneller steigt als die Produktionsgütermenge, führt dies dazu, dass mehr Geld für die gleiche Menge an Waren zur Verfügung steht – die Preise steigen.

3. Erwartungseffekte und Spekulation

Wenn Unternehmen und Haushalte erwarten, dass mehr Geld im Umlauf ist, da eine zentrale Planung es so wollte, können sie steigende Preise antizipieren. Unternehmen erhöhen ihre Preise vorab, und Arbeitnehmer fordern höhere Löhne. Dies kann eine sich selbst verstärkende Spirale auslösen.

4. Internationale Perspektive

Eine erhöhte Geldmenge kann die Währung abwerten, wenn andere Länder ihre Geldpolitik stabil halten. Eine schwächere Währung macht Importe teurer, was wiederum Preissteigerungen antreibt.

5. Kritik an der reinen Geldmengen-Theorie

Der Vollständigkeit halber muss erwähnt werden, dass die meisten modernen Ökonomen im Staatsauftrag argumentieren, dass Inflation nicht nur von der Geldmenge abhängt, sondern auch von der Nachfrage nach Geld (z. B. in einer Wirtschaftskrise). Dennoch zeigt die historische Erfahrung, dass eine unkontrollierte Geldmengenausweitung langfristig immer zu Preissteigerungen führt, wie etwa in der Hyperinflation der Weimarer Republik oder in Simbabwe.

@ 7459d333:f207289b

Bitcoin is something that grows in you. And the proof of work philosophy really is a thing.

At some point, you become uncomfortable about holding fiat or fiat related assets (stocks, bonds, ...). Because those aren't really yours. And feels like sponsoring a system you don't support.

At some point, you might have decided to opt out. And move all your savings into Bitcoin. How did you do that?

If you had a significant amount of index funds and wanted to move those to Bitcoin, how would you do it? When?

For the how: probably selling it off slowly for fiat and then Bisq or similar.

For the when: 2 years ago you would have gotten 4x the amount of Bitcoin that you get today for each “share” of the S&P 500. 4 years ago you would have gotten more or less the same that you would today. https://inflationchart.com/spx-in-btc/?time=5%20years&show_stock=0&show_adjuster=0&zero=1 Would you wait for another SP500/BTC peak?

Did you move all your savings into Bitcoin? How did you do so? How would you do it today?

https://stacker.news/items/991774

@ 9e9085e9:2056af17

**Part 4: Yakihonne as a Decentralized Social Payment Client

Yakihonne – Own Your Voice, Own Your Value

Yakihonne is evolving beyond just decentralized social networking—it’s now a decentralized social payment client on the Nostr protocol. With its integration of secure, user-owned identities and direct payment features, Yakihonne empowers people to truly own their voice and their value.

🔗 yakihonne.com 💬 Chat, post, connect—and pay—all in one place 💸 Send and receive Lightning payments directly 📱 Cross-platform access for #iOS and #Android

Why It Matters:

No Middlemen: Directly support creators, friends, or causes

Censorship-Resistant: Your content can’t be taken down or hidden

True Ownership: Your identity, your wallet, your data

Secure and Open: Built on the fast-growing Nostr protocol

Yakihonne isn’t just another app—it’s a new way to interact with your community and control your digital life.

Yakihonne #Yakihonne #Yakihonne #Nostr #Nostr #YoungDfx**

@ 629c4a12:f822cc1a

I’ve always been drawn to minimalism. There’s a certain peace that comes from stripping away the unnecessary, decluttering both physical and mental spaces. Yet, when it comes to finances, I’ve found myself tangled in complexity. As an ‘optimizer,’ I spend an inordinate amount of time thinking about investments, managing risk, and endlessly tinkering with my portfolio. This preoccupation contradicts the minimalist principles I try to live by.

It seems absurd to me that the financial world has become so complicated that we need money managers to simply preserve the value of our money. If investing is so intricate that the average person must hire professionals just to preserve (let alone grow) the value of their savings, then something is fundamentally wrong.

For the past five years, I’ve immersed myself in the history and mechanics of financial systems. The deeper I delved, the clearer it became: Bitcoin is a force of minimalism in an increasingly financialized and complex world.

The Clutter of Modern Finance

Our financial system has become bloated with complexity. The hyper-securitization of assets has created an environment filled with financial clutter. Derivatives, for example, represent layers upon layers of financial engineering, often so convoluted that even experts struggle to understand them fully.

More troubling is the way nearly everything of value has been financialized. Real estate and art, two things that should embody personal value and cultural significance, have been transformed into mere asset classes. They are bought, sold, and speculated upon not for their intrinsic qualities but as instruments in the game of wealth preservation.

But why has this happened? It’s actually quite simple: our money is constantly losing value. The dollar, for example, debases at a rate of around 7% per year. Holding cash feels like holding melting ice, so it’s only natural for people to seek out scarce assets to preserve their wealth. The Never-Ending Game of Diversification

This pursuit of scarce assets sets off a complex game—a game that forces people to diversify endlessly:

• Equities
• Bonds
• Real Estate
• Commodities
• Art
• Collectibles

We’re told to spread our investments across these asset classes to mitigate risk and preserve our hard-earned money. Those who can afford to hire money managers generally fare better in this game, as they have access to expertise and strategies designed to navigate this maze of complexity.

Ironically, this system creates an incentive for more complexity. The more convoluted the financial landscape becomes, the more we need money managers, and the more entrenched this cycle of financialization and securitization becomes. It’s a force of ever-increasing entropy—quite the opposite of minimalism.

Bitcoin: Simplicity in a Complex World

In the midst of this financial chaos, Bitcoin emerges as a beacon of simplicity. It offers a way out of the clutter, a chance to reclaim financial minimalism. Bitcoin embodies the concept of scarcity with a rare kind of perfection: there will only ever be 21 million Bitcoins. No more.

This scarcity makes Bitcoin the perfect savings technology. Unlike traditional currencies, no one can debase your holdings. You don’t need to chase after real estate, art, or other assets to preserve your wealth. You don’t need to constantly diversify and rebalance a portfolio to stay ahead of inflation. Bitcoin’s scarcity gives you a way to hold your wealth securely, without the need for endless tinkering.

I’m not blind to Bitcoin’s short-term price volatility. However, it’s crucial to understand that we’re still in the early stages of adoption. As more people embrace this perfect form of scarcity, Bitcoin’s qualities as savings technology will express itself.

Bitcoin has the potential to de-financialize the housing market. It can de-financialize art.

Ultimately, Bitcoin has the power to replace those aspects of our lives that currently serve as proxies for scarcity.

A Minimalist Approach to Wealth

Bitcoin allows us to step off the treadmill of constant financial optimization. It offers a simpler way to safeguard the fruits of our labor. Rather than spending our time, energy, and attention on navigating a complex financial system, we can focus on what truly matters: living a meaningful life.

By embracing Bitcoin, we embrace a minimalist approach to wealth. We reject the idea that we must play a never-ending game of diversification to maintain our standard of living. Instead, we adopt a simple, elegant solution that aligns with the principles of minimalism.

Conclusion

In a world that grows more financially cluttered by the day, Bitcoin stands as a path to financial minimalism. It frees us from the complexities of traditional finance, allowing us to preserve our wealth without the need for constant vigilance and management.

By embodying scarcity and simplicity, Bitcoin gives us a way to reclaim our time and energy. It’s not just a financial tool; it’s a way to simplify our lives, to step back from the chaos, and to focus on what truly matters

@ fd208ee8:0fd927c1

I just read this, and found it enlightening.

Jung... notes that intelligence can be seen as problem solving at an everyday level..., whereas creativity may represent problem solving for less common issues

Other studies have used metaphor creation as a creativity measure instead of divergent thinking and a spectrum of CHC components instead of just g and have found much higher relationships between creativity and intelligence than past studies

https://www.mdpi.com/2079-3200/3/3/59

I'm unusually intelligent (Who isn't?), but I'm much more creative, than intelligent, and I think that confuses people. The ability to apply intelligence, to solve completely novel problems, on the fly, is something IQ tests don't even claim to measure. They just claim a correlation.

Creativity requires taking wild, mental leaps out into nothingness; simply trusting that your brain will land you safely. And this is why I've been at the forefront of massive innovation, over and over, but never got rich off of it.

I'm a starving autist.

Zaps are the first time I've ever made money directly, for solving novel problems. Companies don't do this because there is a span of time between providing a solution and the solution being implemented, and the person building the implementation (or their boss) receives all the credit for the existence of the solution. At best, you can hope to get pawned off with a small bonus.

Nobody can remember who came up with the solution, originally, and that person might not even be there, anymore, and probably never filed a patent, and may have no idea that their idea has even been built. They just run across it, later, in a tech magazine or museum, and say, "Well, will you look at that! Someone actually went and built it! Isn't that nice!"

Universities at least had the idea of cementing novel solutions in academic papers, but that: 1) only works if you're an academic, and at a university, 2) is an incredibly slow process, not appropriate for a truly innovative field, 3) leads to manifestations of perverse incentives and biased research frameworks, coming from 'publish or perish' policies.

But I think long-form notes and zaps solve for this problem. #Alexandria, especially, is being built to cater to this long-suffering class of chronic underachievers. It leaves a written, public, time-stamped record of Clever Ideas We Have Had.

Because they are clever, the ideas. And we have had them.

@ 866e0139:6a9334e5

Autor: Anna Nagel. (Bild: Lukas Karl). Dieser Beitrag wurde mit dem Pareto-Client geschrieben. Sie finden alle Texte der Friedenstaube und weitere Texte zum Thema Frieden hier. Die neuesten Pareto-Artikel finden Sie auch in unserem Telegram-Kanal.

---

Die neuesten Artikel der Friedenstaube gibt es jetzt auch im eigenen Friedenstaube-Telegram-Kanal.

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Wem in seinem Leben Schmerz zugefügt wurde, wer sich ungerecht behandelt fühlt oder wachen Auges in der Welt umschaut, kommt wahrscheinlich irgendwann mit der Frage in Berührung, wie das alles noch einmal «gut» werden kann. Wie kann die Welt sich mit sich selbst versöhnen? Und wie kann ich es selbst schaffen, mich mit ihr und den Menschen, die schlimme Taten vollbringen, wieder in harmonischer Akzeptanz zu verbinden? Kann und will ich gewisse Gräueltaten verzeihen oder gibt es das «Unverzeihliche»? Und selbst wenn ich wollte, wie könnte mir das gelingen?

Perspektivwechsel

Wenn wir an dem Zorn über begangenes Unrecht festhalten, schauen wir in der Regel aus immer derselben Perspektive auf das Geschehen. Mal um Mal erzürnen und empören wir uns darüber, erzählen uns und anderen stets die gleiche Geschichte, die uns allerdings – ebenfalls ein ums andere Mal – wieder selbst verletzt. Das Destruktive holt uns so ständig wieder ein; wir sehen und fühlen das unschuldige Kind und empfinden Verachtung für die Täter.

Die Perspektive zu wechseln lädt uns dazu ein, das Geschehen aus anderen Blickwinkeln zu betrachten und unser Bewusstsein von der schmerzlichen Wiederholung zu lösen. Wir können einmal weit rauszoomen und einen spirituellen Blickwinkel einnehmen, beispielsweise aus Sicht des All-ein-Bewusstseins, das sich in unzählige Seelen teilt, von denen wiederum Milliarden derzeit auf der Erde inkarniert sind. Dieses eine Bewusstsein möchte jede auch nur mögliche Erfahrung machen und durch die Trennung – die Erschaffung der Dualität – kann es sich selbst aus diesen Milliarden Persönlichkeiten heraus erfahren, um zu lernen. Während dieser scheinbaren Trennung vergessen wir, dass wir alle eins sind, dass wir alle aus demselben «Stoff» gemacht sind und nach diesem Spiel hier auf Erden unsere Erinnerung zurückerlangen und unsere Erfahrungen zurück geben in die eine «Quelle».

Unser aller Reise geht letztlich darum, hier auf der Erde aus diesem Zustand des Vergessens zu erwachen. Um dies zu erreichen und all diese Erfahrungen machen zu können und uns auch unter widrigsten Umständen an unsere wahre Essenz, an die Liebe, erinnern können, braucht es auch Akteure, die die Dunkelheit verkörpern – denn nur so haben wir die Wahl, ob wir uns von ihr einnehmen lassen oder uns für die Liebe und das Mitgefühl entscheiden. Der Täter sowie das Opfer sind dabei stets Aspekte unserer selbst – im Innen wie im Außen – und jeder einzelne verändert die Welt, indem er Liebe und Mitgefühl oder Hass und Verachtung wählt.

Eine etwas rationalere Herangehensweise wäre, zu schauen, was dazu führt, dass ein Mensch sich derart unmenschlich verhalten kann; also der Zugang über die Psychologie. Hier werden wir uns bewusst, dass jeder Täter auch einmal ein Kind war. Symbolisch sogar das Kind, mit dem wir jetzt im Beispiel mitfühlen und das wir gleichzeitig heute als erwachsenen Täter verachten. Natürlich kann man hier einwenden, dass nicht jedes Opfer zum Täter wird, aber man kann ebenso anerkennen, dass uns bei dieser Haltung das größte Stück fehlt; und zwar die Geschichte desjenigen, die Jahre dazwischen, sowie jeder einzelne Reiz und jedes Detail der Umstände.

Wie viel Schmerz und Leid muss ein Mensch erfahren, bis er unmenschlich wird? Mit Einbezug aller Umstände und Faktoren, der psychischen Schutzmechanismen traumatischer Erfahrungen sowie fehlender Ausbildung sozialer und empathischer Fähigkeiten auch im neuronalen Bereich kann man auch auf diesem Wege Verständnis erlangen. Sichtbar wird hierdurch auch, dass emotionaler Schmerz über Generationen weitergegeben wird und es schwer ersichtlich ist, wo denn die eigentliche Ursache liegt. Auch hier wird erkennbar, dass nur jeder bei sich anfangen kann und Verantwortung für seine Heilung – und damit gleichzeitig die anderer – übernehmen müsste, anstatt auf die Suche nach dem oder der «Schuldigen» zu gehen.

Was bedarf eigentlich der Vergebung?

Wenn es uns schwerfällt zu vergeben, also Groll und Verachtung loszulassen und Mitgefühl zu empfinden, ist es ebenfalls hilfreich, einmal hinzuschauen, worum es genau geht. Wenn es uns selbst betrifft, handelt es sich in der Regel um Schmerz, der uns willentlich, manchmal auch unbewusst, zugefügt wurde und den wir (noch) nicht loslassen können, weil er noch nicht verheilt ist. Darauf gehe ich später noch einmal ein. Oft geht es aber auch um uns unbekannte Menschen, von deren Verbrechen wir Kenntnis haben und deren Ungeheuerlichkeit uns aus der Fassung bringt. Es geht um Taten, die wir nicht nachvollziehen können, weder rational noch emotional. Wir meinen, selbst wenn jemand nicht spürte, was er anderen antut, so müsse er es doch wenigstens besser wissen. Das ist das, was uns Menschen ausmacht, mit anderen mitzufühlen und sie zu verstehen. Doch anscheinend gibt es Menschen, deren Persönlichkeit oder auch Psyche dazu absolut nicht in der Lage sind. Die keinen moralischen Kompass besitzen und keinerlei soziales Empfinden, denn sonst könnten sie bestimmte Taten nicht ausführen. Möglicherweise dissoziieren sie sich selbst so stark, dass diese für sie eine Normalität darstellen, sie diese entschuldigen beziehungsweise vor sich selbst rechtfertigen oder im extremen Fall keine Erinnerung mehr daran haben.

Uns erscheinen die fehlende Empathie sowie das fehlende Verständnis so fremd, dass wir es nicht nachvollziehen können. Uns fehlt die Nachvollziehbarkeit der Nichtnachvollziehbarkeit des Erlebens des anderen, und wir erachten diesen dadurch als unmenschlich. Denn menschlich wären doch eben diese Fähigkeiten wie Mitgefühl, Güte, Reflexion, Warmherzigkeit, Verständnis und Liebe. Zugleich erzeugen wir hier aber einen Konflikt, wenn wir sagen: «Da diese Menschen sich so unmenschlich verhalten, soll ihnen kein Mitgefühl und keine Vergebung entgegengebracht werden, sollen auch sie nicht menschlich behandelt werden», wodurch wir uns allerdings selbst unserer Menschlichkeit berauben.

«Aber der Täter hatte doch die freie Wahl, er hätte doch anders entscheiden können!» Ja, möglicherweise schon, aber jetzt haben wir die Wahl. Und wir haben viel leichtere Voraussetzungen dafür, menschlich zu handeln, weil wir gesunden Zugang zu unserer Empathie, Moral und unserer Ratio haben.

Hätte der Täter es geschafft, seinen Tätern zu verzeihen, würde er die Destruktivität, die er ab einem gewissen Zeitpunkt nicht mehr in sich tragen oder verdrängen konnte, nicht an anderen ausagieren. Es ist ihm nicht gelungen, vielleicht sogar weil etwas in ihm es für unmöglich hielt, Unmenschliches, das ihm zugefügt wurde, zu verzeihen. Aber uns kann es gelingen, diesen Kreislauf zu durchbrechen und uns nicht in ihn hineinziehen zu lassen; wir können dem «Dunklen» den Nährboden entziehen.

Manchmal nehmen wir an, würden wir das Unbeschreibliche verzeihen, bedeutete dies, dass wir es tolerieren oder gar gutheißen. Dem ist nicht so. Analog dazu habe ich manches Mal die Angst gehabt, würde ich aufhören, um meinen Freund zu trauern, bedeute dies, dass ich ihn nicht mehr vermisse. Auch das ist nicht richtig. Ich heile lediglich das, was mir Schmerzen zufügt, bis am Ende nur noch die Liebe bleibt. Und wenn wir verzeihen, ist es kein Gutheißen der Taten, es bedeutet ein Loslassen dessen, was uns damit verstrickt und das Destruktive nährt.

Mitgefühl beginnt bei uns selbst

«Daß ich dem Hungrigen zu essen gebe, dem vergebe, der mich beleidigt, und meinen Feind liebe- das sind große Tugenden. Was aber, wenn ich nun entdecken sollte, daß der armselige Bettler und der unverschämteste Beleidiger alle in mir selber sind und ich bedürftig bin, Empfänger meiner eigenen Wohltaten zu sein? Daß ich der Feind bin, den ich lieben muß - was dann?» – C. G. Jung

Mit diesem Zitat beginnt Dan Millman das Kapitel «Das Gesetz des Mitgefühls» in seinem Buch «Die universellen Lebensgesetze des friedvollen Kriegers». Die weise Frau lehrt dem Wanderer das Gesetz des Mitgefühls und erklärt, es sei «eine liebevolle Aufforderung, über unsere begrenzte Sichtweise hinauszuwachsen», auch wenn die Last dieser Aufgabe zuweilen sehr schwer wiegen könne. Genau deshalb müsse man daran denken, dass sie bei uns selbst beginnt und wir «geduldig» und «sanft» mit uns, unseren Gefühlen und Gedanken sein sollten.

Um dem – noch skeptischen – Wanderer zu veranschaulichen, wie wir Mitgefühl auch mit unseren Gegnern empfinden können, bat sie ihn, sich an eine Auseinandersetzung zu erinnern, in der er zornig, neidisch oder eifersüchtig war und sich diese Gefühle noch einmal zu vergegenwärtigen. Als er das tat, den Schmerz und die Wut wieder spürte, sagte sie zu ihm: «Und nun stell dir vor, daß der Mensch, mit dem du dich streitest, mitten in eurer erregten Auseinandersetzung plötzlich nach seinem Herzen faßt, einen Schrei ausstößt und zu deinen Füßen tot zu Boden sinkt.» Der Wanderer erschrak und auf Nachfrage der weisen Frau stellte er fest, dass er nun keinerlei Schmerz oder Wut mehr empfand. Sogleich aber kam ihm der Gedanke: «Aber – aber was wäre, wenn ich mich über den Tod dieses Menschen freuen würde? Wenn ich ihm nicht verzeihen könnte?», worauf die weise Frau antwortete: «Dann verzeih dir wenigstens selber deine Unversöhnlichkeit. Und in dieser Vergebung wirst du das Mitgefühl finden, das deinen Schmerz heilt, als Mensch in dieser Welt zu leben.»

Weiter erinnert uns die weise Frau daran, dass wir alle, während wir hier auf der Erde sind, Träume, Hoffnungen und Enttäuschungen haben; und dass diese, sowie letztlich der Tod, uns alle verbinden.

Es ist ein Prozess

Dan Millman sagt hier in Gestalt der Weisen Frau, dass Mitgefühl bei uns selbst beginnt und diesen Aspekt möchte ich noch einmal hervorheben. Es kann nämlich passieren, dass wir uns in einer oberflächlichen Vergebung wieder finden, weil wir meinen, es sei richtig und moralisch, anderen zu verzeihen, ohne aber die tieferen Schichten dabei zu fühlen. Das ist dann leider nichts anderes, als Verdrängung. Gerade wenn wir selbst Opfer von Ungerechtigkeit, physischer oder mentaler Gewalt wurden, ist es unerlässlich den Heilungsweg in Gänze zu durchschreiten, und in den Wachstumsprozess zu verwandeln, der uns Mitgefühl und Weisheit lehrt. Und dazu gehören die Wut auf das Begangene, die Verzweiflung, die Ungerechtigkeit und Ohnmacht zu fühlen, uns auf «unsere Seite» zu stellen und Partei für uns selbst zu ergreifen, bevor es ernstlich möglich wird, zu verzeihen. Zunächst fühlen wir mit uns selbst den Schmerz und befreien die Gefühle, die wir uns möglicherweise nie trauten zu fühlen, all die Wut und den Groll. Erst später kann dann aus dem Inneren heraus das weitere Erkennen stattfinden und Heilung und Vergebung geschehen.

Vergebung findet im Herzen statt

Die hier in diesem Text von mir aufgeführten Perspektiven sind nur zwei, drei kleine Beispiele für Sichtweisen, die man einnehmen könnte, um zu neuen Einsichten zu gelangen. Sie sollen niemanden von irgendetwas überzeugen, sondern als Anregung dienen. Denn letztlich geht es darum, Vergebung in sich selbst zu finden. Vergebung ist also etwas, das aus dem Inneren heraus entsteht; ein Ergebnis eines tiefen Verständnisses und Fühlens, ja eines Erkennens. Auf dieser Reise gehen wir unterschiedliche Blickwinkel und Versionen ab, bis wir im Herzen ankommen, es sich öffnet und wir plötzlich «klar» sehen. Daraufhin breitet sich Wärme im Körper aus, Liebe durchströmt uns, begleitet möglicherweise von einem Gefühl leiser Euphorie, möglicherweise auch einem leichten Schmerz und Tränen – sowohl ein paar der Traurigkeit als auch welchen der Dankbarkeit. Das Loslassen und die Befreiung sind spürbar und nur für jeden persönlich erfahrbar, der sich auf diesen Weg begibt und seine individuelle Ansicht findet, die ihn befreit und erlöst.

Meiner Meinung nach bedeutet also Vergebung eine Öffnung des Herzens, ein Erkennen und ein Hineinwachsen in die Perspektive der Liebe. Sie ist nicht auf rationaler Ebene zu finden; die rationale Ebene kann nur dabei helfen, den Weg zum Mitgefühl zu beschreiten, denn:

«Man sieht nur mit dem Herzen gut. Das Wesentliche ist für die Augen unsichtbar.»

– Antoine de Saint-Exupéry

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Anna Nagel veröffentlicht auf ihrem Blog „Heimwärts“ seit Jahren zu den Themen Heilung, Bewusstsein, kollektives Erwachen, Gefühle, Spiritualität, Psyche, Kundalini und Philosophie.

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Sie sind noch nicht auf Nostr and wollen die volle Erfahrung machen (liken, kommentieren etc.)? Zappen können Sie den Autor auch ohne Nostr-Profil! Erstellen Sie sich einen Account auf Start. Weitere Onboarding-Leitfäden gibt es im Pareto-Wiki.

@ 0d97beae:c5274a14

This article hopes to complement the article by Lyn Alden on YouTube: https://www.youtube.com/watch?v=jk_HWmmwiAs

The reason why we have broken money

Before the invention of key technologies such as the printing press and electronic communications, even such as those as early as morse code transmitters, gold had won the competition for best medium of money around the world.

In fact, it was not just gold by itself that became money, rulers and world leaders developed coins in order to help the economy grow. Gold nuggets were not as easy to transact with as coins with specific imprints and denominated sizes.

However, these modern technologies created massive efficiencies that allowed us to communicate and perform services more efficiently and much faster, yet the medium of money could not benefit from these advancements. Gold was heavy, slow and expensive to move globally, even though requesting and performing services globally did not have this limitation anymore.

Banks took initiative and created derivatives of gold: paper and electronic money; these new currencies allowed the economy to continue to grow and evolve, but it was not without its dark side. Today, no currency is denominated in gold at all, money is backed by nothing and its inherent value, the paper it is printed on, is worthless too.

Banks and governments eventually transitioned from a money derivative to a system of debt that could be co-opted and controlled for political and personal reasons. Our money today is broken and is the cause of more expensive, poorer quality goods in the economy, a larger and ever growing wealth gap, and many of the follow-on problems that have come with it.

Bitcoin overcomes the "transfer of hard money" problem

Just like gold coins were created by man, Bitcoin too is a technology created by man. Bitcoin, however is a much more profound invention, possibly more of a discovery than an invention in fact. Bitcoin has proven to be unbreakable, incorruptible and has upheld its ability to keep its units scarce, inalienable and counterfeit proof through the nature of its own design.

Since Bitcoin is a digital technology, it can be transferred across international borders almost as quickly as information itself. It therefore severely reduces the need for a derivative to be used to represent money to facilitate digital trade. This means that as the currency we use today continues to fare poorly for many people, bitcoin will continue to stand out as hard money, that just so happens to work as well, functionally, along side it.

Bitcoin will also always be available to anyone who wishes to earn it directly; even China is unable to restrict its citizens from accessing it. The dollar has traditionally become the currency for people who discover that their local currency is unsustainable. Even when the dollar has become illegal to use, it is simply used privately and unofficially. However, because bitcoin does not require you to trade it at a bank in order to use it across borders and across the web, Bitcoin will continue to be a viable escape hatch until we one day hit some critical mass where the world has simply adopted Bitcoin globally and everyone else must adopt it to survive.

Bitcoin has not yet proven that it can support the world at scale. However it can only be tested through real adoption, and just as gold coins were developed to help gold scale, tools will be developed to help overcome problems as they arise; ideally without the need for another derivative, but if necessary, hopefully with one that is more neutral and less corruptible than the derivatives used to represent gold.

Bitcoin blurs the line between commodity and technology

Bitcoin is a technology, it is a tool that requires human involvement to function, however it surprisingly does not allow for any concentration of power. Anyone can help to facilitate Bitcoin's operations, but no one can take control of its behaviour, its reach, or its prioritisation, as it operates autonomously based on a pre-determined, neutral set of rules.

At the same time, its built-in incentive mechanism ensures that people do not have to operate bitcoin out of the good of their heart. Even though the system cannot be co-opted holistically, It will not stop operating while there are people motivated to trade their time and resources to keep it running and earn from others' transaction fees. Although it requires humans to operate it, it remains both neutral and sustainable.

Never before have we developed or discovered a technology that could not be co-opted and used by one person or faction against another. Due to this nature, Bitcoin's units are often described as a commodity; they cannot be usurped or virtually cloned, and they cannot be affected by political biases.

The dangers of derivatives

A derivative is something created, designed or developed to represent another thing in order to solve a particular complication or problem. For example, paper and electronic money was once a derivative of gold.

In the case of Bitcoin, if you cannot link your units of bitcoin to an "address" that you personally hold a cryptographically secure key to, then you very likely have a derivative of bitcoin, not bitcoin itself. If you buy bitcoin on an online exchange and do not withdraw the bitcoin to a wallet that you control, then you legally own an electronic derivative of bitcoin.

Bitcoin is a new technology. It will have a learning curve and it will take time for humanity to learn how to comprehend, authenticate and take control of bitcoin collectively. Having said that, many people all over the world are already using and relying on Bitcoin natively. For many, it will require for people to find the need or a desire for a neutral money like bitcoin, and to have been burned by derivatives of it, before they start to understand the difference between the two. Eventually, it will become an essential part of what we regard as common sense.

Learn for yourself

If you wish to learn more about how to handle bitcoin and avoid derivatives, you can start by searching online for tutorials about "Bitcoin self custody".

There are many options available, some more practical for you, and some more practical for others. Don't spend too much time trying to find the perfect solution; practice and learn. You may make mistakes along the way, so be careful not to experiment with large amounts of your bitcoin as you explore new ideas and technologies along the way. This is similar to learning anything, like riding a bicycle; you are sure to fall a few times, scuff the frame, so don't buy a high performance racing bike while you're still learning to balance.

@ 6ad3e2a3:c90b7740

I’ve written about MSTR twice already, https://www.chrisliss.com/p/mstr and https://www.chrisliss.com/p/mstr-part-2, but I want to focus on legendary short seller James Chanos’ current trade wherein he buys bitcoin (via ETF) and shorts MSTR, in essence to “be like Mike” Saylor who sells MSTR shares at the market and uses them to add bitcoin to the company’s balance sheet. After all, if it’s good enough for Saylor, why shouldn’t everyone be doing it — shorting a company whose stock price is more than 2x its bitcoin holdings and using the proceeds to buy the bitcoin itself?

Saylor himself has said selling shares at 2x NAV (net asset value) to buy bitcoin is like selling dollars for two dollars each, and Chanos has apparently decided to get in while the getting (market cap more than 2x net asset value) is good. If the price of bitcoin moons, sending MSTR’s shares up, you are more than hedged in that event, too. At least that’s the theory.

The problem with this bet against MSTR’s mNAV, i.e., you are betting MSTR’s market cap will converge 1:1 toward its NAV in the short and medium term is this trade does not exist in a vacuum. Saylor has described how his ATM’s (at the market) sales of shares are accretive in BTC per share because of this very premium they carry. Yes, we’ll dilute your shares of the company, but because we’re getting you 2x the bitcoin per share, you are getting an ever smaller slice of an ever bigger overall pie, and the pie is growing 2x faster than your slice is reducing. (I https://www.chrisliss.com/p/mstr how this works in my first post.)

But for this accretion to continue, there must be a constant supply of “greater fools” to pony up for the infinitely printable shares which contain only half their value in underlying bitcoin. Yes, those shares will continue to accrete more BTC per share, but only if there are more fools willing to make this trade in the future. So will there be a constant supply of such “fools” to keep fueling MSTR’s mNAV multiple indefinitely?

Yes, there will be in my opinion because you have to look at the trade from the prospective fools’ perspective. Those “fools” are not trading bitcoin for MSTR, they are trading their dollars, selling other equities to raise them maybe, but in the end it’s a dollars for shares trade. They are not selling bitcoin for them.

You might object that those same dollars could buy bitcoin instead, so they are surely trading the opportunity cost of buying bitcoin for them, but if only 5-10 percent of the market (or less) is buying bitcoin itself, the bucket in which which those “fools” reside is the entire non-bitcoin-buying equity market. (And this is not considering the even larger debt market which Saylor has yet to tap in earnest.)

So for those 90-95 percent who do not and are not presently planning to own bitcoin itself, is buying MSTR a fool’s errand, so to speak? Not remotely. If MSTR shares are infinitely printable ATM, they are still less so than the dollar and other fiat currencies. And MSTR shares are backed 2:1 by bitcoin itself, while the fiat currencies are backed by absolutely nothing. So if you hold dollars or euros, trading them for MSTR shares is an errand more sage than foolish.

That’s why this trade (buying BTC and shorting MSTR) is so dangerous. Not only are there many people who won’t buy BTC buying MSTR, there are many funds and other investment entities who are only able to buy MSTR.

Do you want to get BTC at 1:1 with the 5-10 percent or MSTR backed 2:1 with the 90-95 percent. This is a bit like medical tests that have a 95 percent accuracy rate for an asymptomatic disease that only one percent of the population has. If someone tests positive, it’s more likely to be a false one than an indication he has the disease*. The accuracy rate, even at 19:1, is subservient to the size of the respective populations.

At some point this will no longer be the case, but so long as the understanding of bitcoin is not widespread, so long as the dollar is still the unit of account, the “greater fools” buying MSTR are still miles ahead of the greatest fools buying neither, and the stock price and mNAV should only increase.

. . .

One other thought: it’s more work to play defense than offense because the person on offense knows where he’s going, and the defender can only react to him once he moves. Similarly, Saylor by virtue of being the issuer of the shares knows when more will come online while Chanos and other short sellers are borrowing them to sell in reaction to Saylor’s strategy. At any given moment, Saylor can pause anytime, choosing to issue convertible debt or preferred shares with which to buy more bitcoin, and the shorts will not be given advance notice.

If the price runs, and there is no ATM that week because Saylor has stopped on a dime, so to speak, the shorts will be left having to scramble to change directions and buy the shares back to cover. Their momentum might be in the wrong direction, though, and like Allen Iverson breaking ankles with a crossover, Saylor might trigger a massive short squeeze, rocketing the share price ever higher. That’s why he actually welcomes Chanos et al trying this copycat strategy — it becomes the fuel for outsized gains.

For that reason, news that Chanos is shorting MSTR has not shaken my conviction, though there are other more pertinent https://www.chrisliss.com/p/mstr-part-2 with MSTR, of which one should be aware. And as always, do your own due diligence before investing in anything.

* To understand this, consider a population of 100,000, with one percent having a disease. That means 1,000 have it, 99,000 do not. If the test is 95 percent accurate, and everyone is tested, 950 of the 1,000 will test positive (true positives), 50 who have it will test negative (false negatives.) Of the positives, 95 percent of 99,000 (94,050) will test negative (true negatives) and five percent (4,950) will test positive (false positives). That means 4,950 out of 5,900 positives (84%) will be false.

@ 37fe9853:bcd1b039

yoyoaa

@ 83279ad2:bd49240d

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@ 6146ad04:a0937b0b

As the crypto market gears up for what many believe could be the next major bull run, one question dominates investor conversations: Will Bitcoin lead the charge once again, or will a new class of AI-powered coins steal the spotlight? This isn’t just a speculative debate—it represents a deeper narrative shift in how crypto investors are thinking about value, utility, and the future of technology.

Bitcoin: The Proven Leader

Bitcoin has historically been the spark that ignites every major bull market. As the original cryptocurrency, it's viewed as the safest bet in an otherwise volatile industry. Its scarcity (capped at 21 million), increasing institutional interest (like the 2024 approval of multiple spot ETFs), and its role as a hedge against inflation have all contributed to its dominance.

Why Bitcoin Might Lead Again:

Institutional adoption: BlackRock, Fidelity, and other giants now offer Bitcoin ETFs, making BTC more accessible than ever.

Digital gold narrative: With macroeconomic uncertainty still looming, Bitcoin’s role as a store of value is being reinforced.

Halving cycle: The 2024 halving has historically been followed by price surges due to reduced supply and increasing demand.

Yet, despite all this, the market has matured—and so has investor appetite.

AI Coins: The New Frontier of Speculation and Utility

Enter AI coins, a category of tokens tied to projects using or enabling artificial intelligence through blockchain technology. These include platforms like Fetch.ai (FET), Render (RNDR), SingularityNET (AGIX), and Numerai (NMR).

Why AI Coins Are Catching Fire:

AI hype cycle: The AI boom, fueled by OpenAI, NVIDIA, and advancements in machine learning, has crossed over into crypto.

Speculative narratives: Investors are betting that decentralized AI networks could challenge centralized tech giants like Google and Meta.

Real use cases: Projects are building decentralized compute, AI marketplaces, and data-sharing protocols with real-world applications.

AI coins often exhibit faster, more dramatic price movements than Bitcoin—appealing to high-risk, high-reward traders. They're meme-able, futuristic, and aligned with the fastest-growing tech trend globally.

The Clash of Narratives

At their core, Bitcoin and AI coins represent two different kinds of crypto belief systems:

Trait Bitcoin AI Coins

Narrative Digital gold, store of value Innovation, future tech, decentralizing AI Volatility Lower High Market maturity Very mature Emerging Investor type Institutional, long-term holders Retail, speculative traders Use case Monetary alternative Data, compute, prediction, services

Rather than choosing between the two, many smart investors are allocating across both, with Bitcoin providing stability and AI coins offering exponential upside.

Market Signals to Watch

Dominance Index: Bitcoin’s dominance often shrinks when altcoin cycles heat up—watch for a dip below 50% as a signal AI coins are gaining ground.

VC Investment Trends: AI and Web3 crossover projects have received increasing venture capital attention.

On-chain activity: Active addresses, developer commits, and transaction volume in AI coin ecosystems are growing rapidly.

Final Thoughts

While Bitcoin may still be the undisputed king of crypto, AI coins are positioning themselves as the spark of the next wave of innovation. Whether they lead the bull run or ride its momentum, their influence is undeniable. Investors may not need to choose a side, but they do need to understand the strengths, risks, and narratives behind both.

In the next bull market, it may not be Bitcoin vs. AI coins—it could be Bitcoin and AI coins that reshape the financial and technological landscape.

@ 3f770d65:7a745b24

At the recent Launch Music Festival and Conference in Lancaster, PA, featuring over 120 musicians across three days, I volunteered my time with Tunestr and Phantom Power Music's initiative to introduce artists to Bitcoin, Nostr, and the value-for-value model. Tunestr sponsored a stage, live-streaming 21 bands to platforms like Tunestr.io, Fountain.fm and other Nostr/Podcasting 2.0 apps and on-boarding as many others as possible at our conference booth. You may have seen me spamming about this over the last few days.

V4V Earnings

Day 1: 180,000 sats

Day 2: 300,000 sats

Day 3: Over 500,000 sats

Who?

Here are the artists that were on-boarded to Fountain and were live streaming on the Value-for-Value stage:

nostr:npub1cruu4z0hwg7n3r2k7262vx8jsmra3xpku85frl5fnfvrwz7rd7mq7e403w nostr:npub12xeh3n7w8700z4tpd6xlhlvg4vtg4pvpxd584ll5sva539tutc3q0tn3tz nostr:npub1rc80p4v60uzfhvdgxemhvcqnzdj7t59xujxdy0lcjxml3uwdezyqtrpe0j @npub16vxr4pc2ww3yaez9q4s53zkejjfd0djs9lfe55sjhnqkh nostr:npub10uspdzg4fl7md95mqnjszxx82ckdly8ezac0t3s06a0gsf4f3lys8ypeak nostr:npub1gnyzexr40qut0za2c4a0x27p4e3qc22wekhcw3uvdx8mwa3pen0s9z90wk nostr:npub13qrrw2h4z52m7jh0spefrwtysl4psfkfv6j4j672se5hkhvtyw7qu0almy nostr:npub1p0kuqxxw2mxczc90vcurvfq7ljuw2394kkqk6gqnn2cq0y9eq5nq87jtkk nostr:npub182kq0sdp7chm67uq58cf4vvl3lk37z8mm5k5067xe09fqqaaxjsqlcazej nostr:npub162hr8kd96vxlanvggl08hmyy37qsn8ehgj7za7squl83um56epnswkr399 nostr:npub17jzk5ex2rafres09c4dnn5mm00eejye6nrurnlla6yn22zcpl7vqg6vhvx nostr:npub176rnksulheuanfx8y8cr2mrth4lh33svvpztggjjm6j2pqw6m56sq7s9vz nostr:npub1akv7t7xpalhsc4nseljs0c886jzuhq8u42qdcwvu972f3mme9tjsgp5xxk nostr:npub18x0gv872489lrczp9d9m4hx59r754x7p9rg2jkgvt7ul3kuqewtqsssn24

Many more musicians were on-boarded to Fountain, however, we were unable to obtain all of their npubs.

THANK YOU TO ALL ZAPPERS AND BOOSTERS!

Musicians “Get It”

My key takeaway was the musicians' absolute understanding that the current digital landscape along with legacy social media is failing them. Every artist I spoke with recognized how algorithms hinder fan connection and how gatekeepers prevent fair compensation for their work. They all use Spotify, but they only do so out of necessity. They felt the music industry is primed for both a social and monetary revolution. Some of them were even speaking my language…

Because of this, concepts like decentralization, censorship resistance, owning your content, and controlling your social graph weren't just understood by them, they were instantly embraced. The excitement was real; they immediately saw the potential and agreed with me. Bitcoin and Nostr felt genuinely punk rock and that helped a lot of them identify with what we were offering them.

The Tools and the Issues

While the Nostr ecosystem offers a wide variety of tools, we focused on introducing three key applications at this event to keep things clear for newcomers:

1. Fountain, with a music focus, was the primary tool for onboarding attendees onto Nostr. Fountain was also chosen thanks to Fountain’s built-in Lightning wallet.
2. Primal, as a social alternative, was demonstrated to show how users can take their Nostr identity and content seamlessly between different applications.
3. Tunestr.io, lastly was showcased for its live video streaming capabilities.

Although we highlighted these three, we did inform attendees about the broader range of available apps and pointed them to nostrapps.com if they wanted to explore further, aiming to educate without overwhelming them.

This review highlights several UX issues with the Fountain app, particularly concerning profile updates, wallet functionality, and user discovery. While Fountain does work well, these minor hiccups make it extremely hard for on-boarding and education.

• Profile Issues:
• When a user edits their profile (e.g., Username/Nostr address, Lightning address) either during or after creation, the changes don't appear to consistently update across the app or sync correctly with Nostr relays.
• Specifically, the main profile display continues to show the old default Username/Nostr address and Lightning address inside Fountain and on other Nostr clients.
• However, the updated Username/Nostr address does appear on https://fountain.fm (chosen-username@fountain.fm) and is visible within the "Edit Profile" screen itself in the app.
• This inconsistency is confusing for users, as they see their updated information in some places but not on their main public-facing profile within the app. I confirmed this by observing a new user sign up and edit their username – the edit screen showed the new name, but the profile display in Fountain did not update and we did not see it inside Primal, Damus, Amethyst, etc.
• Wallet Limitations:
• The app's built-in wallet cannot scan Lightning address QR codes to initiate payments.
• This caused problems during the event where users imported Bitcoin from Azte.co vouchers into their Fountain wallets. When they tried to Zap a band by scanning a QR code on the live tally board, Fountain displayed an error message stating the invoice or QR code was invalid.
• While suggesting musicians install Primal as a second Nostr app was a potential fix for the QR code issue, (and I mentioned it to some), the burden of onboarding users onto two separate applications, potentially managing two different wallets, and explaining which one works for specific tasks creates a confusing and frustrating user experience.
• Search Difficulties:
• Finding other users within the Fountain app is challenging. I was unable to find profiles from brand new users by entering their chosen Fountain username.
• To find a new user, I had to resort to visiting their profile on the web (fountain.fm/username) to retrieve their npub. Then, open Primal and follow them. Finally, when searching for their username, since I was now following them, I was able to find their profile.
• This search issue is compounded by the profile syncing problem mentioned earlier, as even if found via other clients, their displayed information is outdated.
• Searching for the event to Boost/Zap inside Fountain was harder than it should have been the first two days as the live stream did not appear at the top of the screen inside the tap. This was resolved on the third day of the event.

Improving the Onboarding Experience

To better support user growth, educators and on-boarders need more feature complete and user-friendly applications. I love our developers and I will always sing their praises from the highest mountain tops, however I also recognize that the current tools present challenges that hinder a smooth onboarding experience.

One potential approach explored was guiding users to use Primal (including its built-in wallet) in conjunction with Wavlake via Nostr Wallet Connect (NWC). While this could facilitate certain functions like music streaming, zaps, and QR code scanning (which require both Primal and Wavlake apps), Wavlake itself has usability issues. These include inconsistent or separate profiles between web and mobile apps, persistent "Login" buttons even when logged in on the mobile app with a Nostr identity, and the minor inconvenience of needing two separate applications. Although NWC setup is relatively easy and helps streamline the process, the need to switch between apps adds complexity, especially when time is limited and we’re aiming to showcase the benefits of this new system.

Ultimately, we need applications that are more feature-complete and intuitive for mainstream users to improve the onboarding experience significantly.

Looking forward to the future

I anticipate that most of these issues will be resolved when these applications address them in the near future. Specifically, this would involve Fountain fixing its profile issues and integrating Nostr Wallet Connect (NWC) to allow users to utilize their Primal wallet, or by enabling the scanning of QR codes that pay out to Lightning addresses. Alternatively, if Wavlake resolves the consistency problems mentioned earlier, this would also significantly improve the situation giving us two viable solutions for musicians.

My ideal onboarding event experience would involve having all the previously mentioned issues resolved. Additionally, I would love to see every attendee receive a $5 or $10 voucher to help them start engaging with value-for-value, rather than just the limited number we distributed recently. The goal is to have everyone actively zapping and sending Bitcoin throughout the event. Maybe we can find a large sponsor to facilitate this in the future?

What's particularly exciting is the Launch conference's strong interest in integrating value-for-value across their entire program for all musicians and speakers at their next event in Dallas, Texas, coming later this fall. This presents a significant opportunity to onboard over 100+ musicians to Bitcoin and Nostr, which in turn will help onboard their fans and supporters.

We need significantly more zaps and more zappers! It's unreasonable to expect the same dedicated individuals to continuously support new users; they are being bled dry. A shift is needed towards more people using bitcoin for everyday transactions, treating it as money. This brings me back to my ideal onboarding experience: securing a sponsor to essentially give participants bitcoin funds specifically for zapping and tipping artists. This method serves as a practical lesson in using bitcoin as money and showcases the value-for-value principle from the outset.

@ 62033ff8:e4471203

收录的内容中 kind=1的部分，实话说 质量不高。 所以我增加了kind=30023 长文的article，但是更新的太少，多个relays 的服务器也没有多少长文。

所有搜索nostr如果需要产生价值，需要有高质量的文章和新闻。 而且现在有很多机器人的文章充满着浪费空间的作用，其他作用都用不上。

https://www.duozhutuan.com 目前放的是给搜索引擎提供搜索的原材料。没有做UI给人类浏览。所以看上去是粗糙的。 我并没有打算去做一个发microblog的 web客户端，那类的客户端太多了。

我觉得nostr社区需要解决的还是应用。如果仅仅是microblog 感觉有点够呛

幸运的是npub.pro 建站这样的，我觉得有点意思。

yakihonne 智能widget 也有意思

我做的TaskQ5 我自己在用了。分布式的任务系统，也挺好的。

@ 4d41a7cb:7d3633cc

Satoshi Nakamoto, the pseudonymous creator of Bitcoin, registered his birthday as April 5, 1975, on his P2P Foundation profile. Many think that he chose this date because on that same day in 1933, the United States government confiscated the gold of the American people. Whether this was on purpose or not, what happened in this day is very important to understand how do we ended up here.

In 1933, as expressed in Roosevelt’s Executive Orders 6073, 6102, and 6260, the United States first declared bankruptcy. The bankrupt U.S. went into receivership in 1933. America was turned over via receivership and reorganization in favor of its creditors. These creditors, the International Bankers, from the beginning stated their intent, which was to plunder, bankrupt, conquer and enslave America and return it to its colonial status.1

As one of his first acts as President, Franklin Delano Roosevelt declared a “Banking Emergency” to bail out the Federal Reserve Bank, which had embezzled this country’s gold supply. The Congress gave the President dictatorial powers under the “War Powers Act of 1917” (amended 1933), written, by the way, by the Board of Governors of the Federal Reserve Bank of New York.2

This day marked the official abandonment of the American Constitution, law and real money. Today, 92 years after this event, most of the people living today have never had any real money or paid for anything using real money; unless they used Bitcoin...

There could be no bankruptcy if there was not a private central bank lending paper currency to the government at interest, so we must start from 1913, when the Federal Reserve was created: a non-federal private bank with no reserves and the monopoly of issuing debt based paper currency in unlimited amounts and lending it to the government at interest by buying treasury bills. The fact that this currency is lent into existence at interest makes the debt mathematically impossible to be repaid; it can only be refinanced or defaulted.

Between 1929 and 1933, the Federal Reserve Bank reduced the currency supply by 33%, thereby creating the Great Depression, bankrupting the US government, stealing the Americans’ gold supply, and officially ending the gold standard. Since then the US dollar (money) was replaced with Federal Reserve Notes (debt). This was also the end of the Republican form of government and the beginning of a socialist mob rule democracy (Fascism).

“Fascism should more properly be called corporatism because it is the merger of state and corporate power.” — Benito Mussolini 

The United States government has been bankrupt since 1933, since it defaulted on its gold bonds. This type of bond existed until 1933, when the U.S. monetary system abandoned the gold standard. 3 From this year the government has been totally controlled by the International bankers and used as a tool to spread and maintain their power worldwide.

Many people think that the gold standard was abandoned in 1971, but this is not true; in fact, this happened in 1933 when the US dollar was replaced by Federal Reserve Notes that are 100% debt-based fiat paper currency.

The year 1933 in the United States marked:

• The end of the Republican form of government and the beginning of American Fascism
• The end of the United States dollar and its replacement by Federal Reserve Notes
• The abandonment of common law and replacement with military admiralty law
• The takeover of the United States government by International bankers
• A massive gold theft and the end of the US gold standard
• The exchange of rights with privileges and licenses
• The United States government bankruptcy

The next shameful event in our history which still plagues us to this day was the “War Powers Act of 1933.” This Act permitted President Roosevelt to make law in the form of Executive Order, bypass Congress and create his socialist state. We (citizens of this country) were ever after to be considered enemies of the United States who must be licensed to engage in any commercial activity. With the aid of the Federal Reserve (the same people who created the Depression), the President confiscated our gold and silver coin and replaced it with worthless pieces of paper and a debt system that will eventually destroy this great country. Our land and our labor were pledged to the Federal Reserve Bank, Inc., as collateral for a debt system that could never be paid.4

“Emergency Powers” means any form of military style government, martial law, or martial rule. Martial law and martial rule are not the same.

United States Congressional Record March 17, 1993 Vol. #33, page H- 1303, Congressman James Traficant, Jr. (Ohio) addressing the House:

“Mr. Speaker, we are here now in chapter 11. Members of Congress are official trustees presiding over the greatest reorganization of any Bankrupt entity in world history, the U.S. Government. We are setting forth, hopefully, a blueprint for our future”

“There are some who say it is a coroner’s report that will lead to our demise. It is an established fact that the United States Federal Government has been dissolved by the Emergency Banking Act, March 9, 1933, 48 Stat. 1, Public Law 89-719; dered by President Roosevelt, being bankrupt and insolvent. H.J.R. 192, 73rd Congress in session June 5, 1933 – Joint Resolution To Suspend The Gold Standard and Abrogate the Gold Clause dissolved the Sovereign Authority of the United States and the official capacities of all United States Governmental Offices, Officers, and Departments and is further evidence that the United States Federal Government exists today in name only” **“The receivers of the United States Bankruptcy are the International Bankers, via the United Nations, the World Bank and the International Monetary Fund”

“All United States Offices, Officials, and Departments are now operating within a de facto status in name only under Emergency War Powers. With the Constitutional Republican form of Government now dissolved, the receivers of the Bankruptcy have adopted a new form of government for the United States. This new form of government is known as a Democracy, being an established Socialist/Communist order under a new governor for America. This act was instituted and established by transferring and/or placing the Office of the Secretary of Treasury to that of the Governor of the International Monetary Fund. Public Law 94-564, page 8, Section H.R. 13955 read in part:”

“The U.S. Secretary of Treasury receives no compensation for representing the United States.”

The American Spirit

The intention of the founding fathers of the United States was to create a constitutional republic to protect natural human rights and escape from the tyrannical English monarchy and its usurious Bank of England's monetary system. They created an honest monetary system based on gold and silver (United State Dollar) and got rid of nobility titles, creating equality under the law.

Section 10 of the American Constitution says:

No State shall enter into any Treaty, Alliance, or Confederation; grant Let­ters of Marque and Reprisal; coin Money; emit Bills of Credit; make anything but gold and silver Coin a tender in payment of debts; pass any bill of attainder, ex post facto law, or law impairing the obligation of contracts; or grant any title of nobility.

The United States Dollar (1792-1933)

A dollar is a measure of weight defined by the Coinage Act of 1792 and 1900, which specifies a certain quantity—24.8 grains of gold or 371.25 grains of silver (from 1792 to 1900) when the American dollar was based on a bimetallic standard.

The Gold Standard Act of 1900 formally placed the United States on the gold standard, setting the value of one dollar at 25.8 grams of 90% pure gold, which fixed the price of gold at $20.67 per troy ounce. This standard was totally abandoned in 1933.

Gold and silver were such powerful money during the founding of the United States of America that the founding fathers declared that only gold or silver coins could be “money” in America.

But since the greedy bankers cannot profit from honest money they cannot print, they replaced the money with paper debt instruments. And by doing this, they have effectively enslaved the American people until today. My definition of modern slavery is working for a currency that someone else can create at no cost or effort. What's worse is that they even demand to be paid back and with interest!

Federal Reserve Notes (1913-present)

Federal Reserve Notes are not real money. Money that has metallic or other intrinsic value, as distinguished from paper currency, checks, and drafts.

Federal Reserve Notes (FRNs) are a legal fiction. An assumption that something is true even though it may be untrue. 5 The assumption that they are money, when in fact they are the opposite of money: debt or paper currency.

Paper money. Paper documents that circu­late as currency; bills drawn by a government against its own credit. 6 Like Goldsmiths' notes. Hist. Bankers' cash notes: promissory notes given by bankers to customers as acknowledgments of the receipt of mon­ey. • This term derives from the London banking business, which originally was transacted by goldsmiths.7

These notes were scientifically designed to bankrupt the government and slave the American people, as Alfred Owen Crozier warned one year before the bill for the creation of the FED was passed through Congress (1912):

If Congress yields and authorizes a private central bank as proposed by the pending bill, the end when the bubble bursts will be universal ruin and national bankruptcy.

Unfortunately, the bill was passed in 1913, and this private bank started printing a new currency different from the US dollar creating the great depression and effectible bankrupting the government like Alfred warned 20 years before.

Alfred also warned:

Thus the way is opened for an unlimited inflation of corporate paper currency issued by a mere private corporation with relatively small net assets and no government guarantee, every dollar supposed to be redeemable in gold, but with not a single dollar of gold necessarily held in the reserves of such corporation to accomplish such redemption.

Differently from what's commonly believed Federal Reserve Notes (FRNs) were never really “backed” by gold; they were never supposed to be hard currency. Currency backed by re­serves, esp. gold and silver reserves.

The United States government defaulted on its gold clauses, calling for payment in gold. This marked the end of the gold standard. A monetary system in which currency is convertible into its legal equivalent in gold or gold coin.

Since then we have been under a paper standard, where we use fake money as tender for payments. Paper standard. A monetary system based en­tirely on paper; a system of currency that is not convertible into gold or other precious metal.

People traded their coupons as money or “currency.” Currency is not money but a money substitute. Redeemable currency must promise to pay a dollar equivalent in gold or silver money. Federal Reserve Notes (FRNs) make no such promises and are not “money.” A Federal Reserve Note is a debt obligation of the federal United States government, not “money.” The federal United States government and the U.S. Congress were not and have never been authorized by the Constitution of the United States of America to issue currency of any kind, but only lawful money—gold and silver coin.8

A bona fide note can be used in a financial transaction to discharge the debt only because it is an unconditional promise to pay by the issuer to the bearer. Is a Federal Reserve Note a contract note, an unconditional promise to pay? At one time the Federal Reserve issued bona fide contractual notes and certificates, redeemable in gold and silver coin. Most people never saw or comprehended the contract. It went largely unread because the Federal Reserve very cunningly hid the contract on the face of the note by breaking it up into five separate lines of text with a significantly different typeface for each line and placing the president’s picture right in the middle of it. They even used the old attorney’s ruse of obscuring the most important text in fine print! Over time, the terms and conditions of the contract were diluted until eventually they literally became an I.O.U. for nothing.

FEDERAL RESERVE NOTE

• THIS NOTE IS LEGAL TENDER FOR ALL DEBT, PUBLIC AND PRIVATE, AND IT IS REDEEMABLE IN LAWFUL MONEY AT THE UNITED STATES TREASURY OR ANY FEDERAL RESERVE BANK.

• DATE: SERIES OF 1934

• WILL PAY TO THE BEARER ON DEMAND: ONE HUNDRED DOLLARS

• TREASURER OF THE UNITED STATES SIGNATURE

• SECRETARY OF THE TREASURY SIGNATURE

Nowadays FRNs say "This note is legal tender for all debts public and private" it tender debt but it does not pay the bearer on demand. It value was stolen by a counterfeiting technique commonly know as inflation.

One hundred dollars (SERIES OF 1934) will be 2480 grains of gold, or 159.4 grams, or 5.1249 troy ounces. Today one troy ounce is priced around $3,000 federal reserve notes. 5.1249 X 3,000 = $15,375 actual FRNs.

A $100 FRN bill today will buy 0.65% of a real gold $100 dollar certificate. That’s a -99.35% loss of purchasing power in the last 91 years.

FRNs savers have been rugged pulled!

Gold bugs where the winners...

But Bitcoin is even better...

Happy birthday Satoshi! April 5 will be forever remembered.

Satoshi... The man, the myth, the Legend...

@ 9c9d2765:16f8c2c2

CHAPTER THIRTY TWO A gasp rippled through the public gallery. The final verdict was a seismic moment. The very individuals who had orchestrated a web of lies, who had tormented James and nearly dismantled his legacy, were finally being held accountable.

Mark clenched his fists, not in resistance, but in shame. He had underestimated the power of truth and overestimated his ability to manipulate it. Helen, whose ambition had once shone with ruthless brilliance, now looked ghostly pale. Her mask of superiority had slipped long ago now she appeared merely human, broken by consequence.

The sentence was read: fifteen years in federal prison without parole. The gavel came down like thunder, final and absolute.

Outside the courthouse, a sea of journalists flooded the steps, broadcasting the downfall of two of the city's most notorious conspirators. The news trended for days: “Justice Delivered: Mark and Helen Behind Bars.”

Elsewhere in the City...

James stood in his office, staring out the panoramic window. The skyline was as vivid as ever, but something within him had changed. The burden of vengeance was no longer resting on his shoulders; it had been replaced by a serene stillness, the kind that only comes when vindication meets closure.

Charles walked in with a soft smile. “It’s over,” he said gently, placing a newspaper on James’s desk.

James glanced at the front page: a large photo of Mark and Helen being escorted away in handcuffs beneath the bold headline.

“They thought they were writing your ending,” Charles said, “but you turned it into your beginning.”

James gave a modest nod. “I don’t want to be defined by what they did to me. I want to be remembered for what I did despite it.”

Charles patted his shoulder. “And you will be.”

Later That Evening…

Rita entered the room, her presence now as familiar and comforting as a warm breeze. She carried two glasses of wine and handed one to James. “To justice,” she said with a quiet smile.

“To new beginnings,” he replied, gently clinking his glass with hers.

They sat together, overlooking the city lights that shimmered like constellations on the earth. Below them, the world kept turning. But within their world, a storm had passed, and what remained was a sense of peace that only truth, time, and resilience could deliver.

James no longer carried the weight of proving himself. The world now knows the truth. His enemies had been exposed, and his name had been redeemed. Yet, more than that, he had found strength not in retaliation, but in rising above.

The glow of the evening sun spilled across the marble floors of JP Enterprises’ grand atrium, casting a warm golden hue that mirrored the fresh beginning within the company. The air inside was no longer heavy with silent whispers or wary eyes. Instead, it danced with hope, ambition, and a revived sense of unity. Employees walked taller, with lighter steps, no longer shadowed by fear or doubt.

At the heart of it all stood James.

Once scorned, rejected, and underestimated, James now commanded not only the title of President but the unwavering respect of every soul within those walls. But power had not swelled his ego instead, it had deepened his compassion. He had faced the abyss of betrayal, the mockery of the world, and the crushing weight of humiliation. Yet, like a phoenix, he had risen more brilliant, more composed, and infinitely wiser.

In his newly renovated office a tasteful blend of elegance and subtle grandeur James sat at the desk that had once been occupied by his father. The very same desk that had been out of his reach for years. Now, it belonged to him. Not because of inheritance, but because of merit.

He opened a letter from a small startup company seeking funding. As he read through the proposal, his eyes lingered not only on the numbers but the story behind it the dreams, the sacrifice, the courage. He saw himself in those words. A man who once had nothing but a belief in himself.

With a steady hand, he signed the approval and penned a note:

"Sometimes, all you need is for one person to believe in you. Let that be me."

A knock interrupted his thoughts.

Rita walked in, holding a file. Her expression was soft, almost serene. She had blossomed in her new role as the Executive Director of Strategic Development. No longer overshadowed, no longer silenced, she now stood as a powerful woman, respected for both her brilliance and her unshakable loyalty.

“They’ve confirmed the date for the scholarship launch,” she said, placing the folder in front of him.

James looked up. “Good. The youth deserve a chance. Just like I once did.”

She smiled, pride gleaming in her eyes. “You’re building more than just a company, James. You’re building legacies.”

He gazed at her for a moment, the corners of his mouth lifting into a quiet smile. “Legacies are not built by men who seek revenge. They’re built by those who rise after being broken.”

Outside the headquarters, billboards displayed JP Enterprises' newest initiative: The James Preston Foundation for Aspiring Entrepreneurs. It was a pledge to the next generation, a declaration that no dream was too small, no background too humble.

Elsewhere...

In the solitude of their prison cell, Mark stared blankly at the concrete wall. News of James’s continued rise had reached even there. Helen sat across from him, no longer wearing tailored suits or designer jewelry, but a faded uniform that matched her lost status.

“He was just supposed to be a stepping stone,” Helen muttered bitterly. “How did he end up at the summit?”

Mark didn’t respond. There was nothing left to say. Their ambitions had imploded, consumed by the fire of their own pride and cruelty.

Later That Night...

James stood alone on the rooftop of the JP tower, watching the city pulse with life beneath him. The stars above mirrored the twinkling lights below.

Rita joined him moments later, the wind tousling her hair. She didn’t say anything, just stood beside him, sharing the silence.

“You know,” James finally said, “for the longest time, I wanted to prove everyone wrong. Now... I just want to prove that they were wrong to ever doubt what’s possible.”

Rita nodded. “And you have.”

He turned to her, a tender light in his eyes. “I couldn’t have done it alone.”

They stood there, two warriors shaped by fire, not bound by the past but inspired by it.

@ ec9bd746:df11a9d0

🌍 Time Window:

🕘 When: Every even week on Sunday at 9:00 PM CET
🗺️ Where: https://cornychat.com/eurocorn

Start: 21:00 CET (Prague, UTC+1)
End: approx. 02:00 CET (Prague, UTC+1, next day)
Duration: usually 5+ hours.

| Region | Local Time Window | Convenience Level | |-----------------------------------------------------|--------------------------------------------|---------------------------------------------------------| | Europe (CET, Prague) 🇨🇿🇩🇪 | 21:00–02:00 CET | ✅ Very Good; evening & night | | East Coast North America (EST) 🇺🇸🇨🇦 | 15:00–20:00 EST | ✅ Very Good; afternoon & early evening | | West Coast North America (PST) 🇺🇸🇨🇦 | 12:00–17:00 PST | ✅ Very Good; midday & afternoon | | Central America (CST) 🇲🇽🇨🇷🇬🇹 | 14:00–19:00 CST | ✅ Very Good; afternoon & evening | | South America West (Peru/Colombia PET/COT) 🇵🇪🇨🇴 | 15:00–20:00 PET/COT | ✅ Very Good; afternoon & evening | | South America East (Brazil/Argentina/Chile, BRT/ART/CLST) 🇧🇷🇦🇷🇨🇱 | 17:00–22:00 BRT/ART/CLST | ✅ Very Good; early evening | | United Kingdom/Ireland (GMT) 🇬🇧🇮🇪 | 20:00–01:00 GMT | ✅ Very Good; evening hours (midnight convenient) | | Eastern Europe (EET) 🇷🇴🇬🇷🇺🇦 | 22:00–03:00 EET | ✅ Good; late evening & early night (slightly late) | | Africa (South Africa, SAST) 🇿🇦 | 22:00–03:00 SAST | ✅ Good; late evening & overnight (late-night common) | | New Zealand (NZDT) 🇳🇿 | 09:00–14:00 NZDT (next day) | ✅ Good; weekday morning & afternoon | | Australia (AEDT, Sydney) 🇦🇺 | 07:00–12:00 AEDT (next day) | ✅ Good; weekday morning to noon | | East Africa (Kenya, EAT) 🇰🇪 | 23:00–04:00 EAT | ⚠️ Slightly late (night hours; late night common) | | Russia (Moscow, MSK) 🇷🇺 | 23:00–04:00 MSK | ⚠️ Slightly late (join at start is fine, very late night) | | Middle East (UAE, GST) 🇦🇪🇴🇲 | 00:00–05:00 GST (next day) | ⚠️ Late night start (midnight & early morning, but shorter attendance plausible)| | Japan/Korea (JST/KST) 🇯🇵🇰🇷 | 05:00–10:00 JST/KST (next day) | ⚠️ Early; convenient joining from ~07:00 onwards possible | | China (Beijing, CST) 🇨🇳 | 04:00–09:00 CST (next day) | ❌ Challenging; very early morning start (better ~07:00 onwards) | | India (IST) 🇮🇳 | 01:30–06:30 IST (next day) | ❌ Very challenging; overnight timing typically difficult|

---

@ 23b0e2f8:d8af76fc

Necessário

• Um Android que você não use mais (a câmera deve estar funcionando).
• Um cartão microSD (opcional, usado apenas uma vez).
• Um dispositivo para acompanhar seus fundos (provavelmente você já tem um).

Algumas coisas que você precisa saber

• O dispositivo servirá como um assinador. Qualquer movimentação só será efetuada após ser assinada por ele.
• O cartão microSD será usado para transferir o APK do Electrum e garantir que o aparelho não terá contato com outras fontes de dados externas após sua formatação. Contudo, é possível usar um cabo USB para o mesmo propósito.
• A ideia é deixar sua chave privada em um dispositivo offline, que ficará desligado em 99% do tempo. Você poderá acompanhar seus fundos em outro dispositivo conectado à internet, como seu celular ou computador pessoal.

---

O tutorial será dividido em dois módulos:

• Módulo 1 - Criando uma carteira fria/assinador.
• Módulo 2 - Configurando um dispositivo para visualizar seus fundos e assinando transações com o assinador.

---

No final, teremos:

• Uma carteira fria que também servirá como assinador.
• Um dispositivo para acompanhar os fundos da carteira.

---

Módulo 1 - Criando uma carteira fria/assinador

1. Baixe o APK do Electrum na aba de downloads em https://electrum.org/. Fique à vontade para verificar as assinaturas do software, garantindo sua autenticidade.

2. Formate o cartão microSD e coloque o APK do Electrum nele. Caso não tenha um cartão microSD, pule este passo.

1. Retire os chips e acessórios do aparelho que será usado como assinador, formate-o e aguarde a inicialização.

1. Durante a inicialização, pule a etapa de conexão ao Wi-Fi e rejeite todas as solicitações de conexão. Após isso, você pode desinstalar aplicativos desnecessários, pois precisará apenas do Electrum. Certifique-se de que Wi-Fi, Bluetooth e dados móveis estejam desligados. Você também pode ativar o modo avião.\ (Curiosidade: algumas pessoas optam por abrir o aparelho e danificar a antena do Wi-Fi/Bluetooth, impossibilitando essas funcionalidades.)

1. Insira o cartão microSD com o APK do Electrum no dispositivo e instale-o. Será necessário permitir instalações de fontes não oficiais.

1. No Electrum, crie uma carteira padrão e gere suas palavras-chave (seed). Anote-as em um local seguro. Caso algo aconteça com seu assinador, essas palavras permitirão o acesso aos seus fundos novamente. (Aqui entra seu método pessoal de backup.)

---

Módulo 2 - Configurando um dispositivo para visualizar seus fundos e assinando transações com o assinador.

1. Criar uma carteira somente leitura em outro dispositivo, como seu celular ou computador pessoal, é uma etapa bastante simples. Para este tutorial, usaremos outro smartphone Android com Electrum. Instale o Electrum a partir da aba de downloads em https://electrum.org/ ou da própria Play Store. (ATENÇÃO: O Electrum não existe oficialmente para iPhone. Desconfie se encontrar algum.)

2. Após instalar o Electrum, crie uma carteira padrão, mas desta vez escolha a opção Usar uma chave mestra.

1. Agora, no assinador que criamos no primeiro módulo, exporte sua chave pública: vá em Carteira > Detalhes da carteira > Compartilhar chave mestra pública.

1. Escaneie o QR gerado da chave pública com o dispositivo de consulta. Assim, ele poderá acompanhar seus fundos, mas sem permissão para movimentá-los.

2. Para receber fundos, envie Bitcoin para um dos endereços gerados pela sua carteira: Carteira > Addresses/Coins.

3. Para movimentar fundos, crie uma transação no dispositivo de consulta. Como ele não possui a chave privada, será necessário assiná-la com o dispositivo assinador.

1. No assinador, escaneie a transação não assinada, confirme os detalhes, assine e compartilhe. Será gerado outro QR, desta vez com a transação já assinada.

1. No dispositivo de consulta, escaneie o QR da transação assinada e transmita-a para a rede.

---

Conclusão

Pontos positivos do setup:

• Simplicidade: Basta um dispositivo Android antigo.
• Flexibilidade: Funciona como uma ótima carteira fria, ideal para holders.

Pontos negativos do setup:

• Padronização: Não utiliza seeds no padrão BIP-39, você sempre precisará usar o electrum.
• Interface: A aparência do Electrum pode parecer antiquada para alguns usuários.

Nesse ponto, temos uma carteira fria que também serve para assinar transações. O fluxo de assinar uma transação se torna: Gerar uma transação não assinada > Escanear o QR da transação não assinada > Conferir e assinar essa transação com o assinador > Gerar QR da transação assinada > Escanear a transação assinada com qualquer outro dispositivo que possa transmiti-la para a rede.

Como alguns devem saber, uma transação assinada de Bitcoin é praticamente impossível de ser fraudada. Em um cenário catastrófico, você pode mesmo que sem internet, repassar essa transação assinada para alguém que tenha acesso à rede por qualquer meio de comunicação. Mesmo que não queiramos que isso aconteça um dia, esse setup acaba por tornar essa prática possível.

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@ 83279ad2:bd49240d

a

@ 207ad2a0:e7cca7b0

Quick context: I wanted to check out Nostr's longform posts and this blog post seemed like a good one to try and mirror. It's originally from my free to read/share attempt to write a novel, but this post here is completely standalone - just describing how I used AI image generation to make a small piece of the work.

Hold on, put your pitchforks down - outside of using Grammerly & Emacs for grammatical corrections - not a single character was generated or modified by computers; a non-insignificant portion of my first draft originating on pen & paper. No AI is ~~weird and crazy~~ imaginative enough to write like I do. The only successful AI contribution you'll find is a single image, the map, which I heavily edited. This post will go over how I generated and modified an image using AI, which I believe brought some value to the work, and cover a few quick thoughts about AI towards the end.

Let's be clear, I can't draw, but I wanted a map which I believed would improve the story I was working on. After getting abysmal results by prompting AI with text only I decided to use "Diffuse the Rest," a Stable Diffusion tool that allows you to provide a reference image + description to fine tune what you're looking for. I gave it this Microsoft Paint looking drawing:

and after a number of outputs, selected this one to work on:

The image is way better than the one I provided, but had I used it as is, I still feel it would have decreased the quality of my work instead of increasing it. After firing up Gimp I cropped out the top and bottom, expanded the ocean and separated the landmasses, then copied the top right corner of the large landmass to replace the bottom left that got cut off. Now we've got something that looks like concept art: not horrible, and gets the basic idea across, but it's still due for a lot more detail.

The next thing I did was add some texture to make it look more map like. I duplicated the layer in Gimp and applied the "Cartoon" filter to both for some texture. The top layer had a much lower effect strength to give it a more textured look, while the lower layer had a higher effect strength that looked a lot like mountains or other terrain features. Creating a layer mask allowed me to brush over spots to display the lower layer in certain areas, giving it some much needed features.

At this point I'd made it to where I felt it may improve the work instead of detracting from it - at least after labels and borders were added, but the colors seemed artificial and out of place. Luckily, however, this is when PhotoFunia could step in and apply a sketch effect to the image.

At this point I was pretty happy with how it was looking, it was close to what I envisioned and looked very visually appealing while still being a good way to portray information. All that was left was to make the white background transparent, add some minor details, and add the labels and borders. Below is the exact image I wound up using:

Overall, I'm very satisfied with how it turned out, and if you're working on a creative project, I'd recommend attempting something like this. It's not a central part of the work, but it improved the chapter a fair bit, and was doable despite lacking the talent and not intending to allocate a budget to my making of a free to read and share story.

The AI Generated Elephant in the Room

If you've read my non-fiction writing before, you'll know that I think AI will find its place around the skill floor as opposed to the skill ceiling. As you saw with my input, I have absolutely zero drawing talent, but with some elbow grease and an existing creative direction before and after generating an image I was able to get something well above what I could have otherwise accomplished. Outside of the lowest common denominators like stock photos for the sole purpose of a link preview being eye catching, however, I doubt AI will be wholesale replacing most creative works anytime soon. I can assure you that I tried numerous times to describe the map without providing a reference image, and if I used one of those outputs (or even just the unedited output after providing the reference image) it would have decreased the quality of my work instead of improving it.

I'm going to go out on a limb and expect that AI image, text, and video is all going to find its place in slop & generic content (such as AI generated slop replacing article spinners and stock photos respectively) and otherwise be used in a supporting role for various creative endeavors. For people working on projects like I'm working on (e.g. intended budget $0) it's helpful to have an AI capable of doing legwork - enabling projects to exist or be improved in ways they otherwise wouldn't have. I'm also guessing it'll find its way into more professional settings for grunt work - think a picture frame or fake TV show that would exist in the background of an animated project - likely a detail most people probably wouldn't notice, but that would save the creators time and money and/or allow them to focus more on the essential aspects of said work. Beyond that, as I've predicted before: I expect plenty of emails will be generated from a short list of bullet points, only to be summarized by the recipient's AI back into bullet points.

I will also make a prediction counter to what seems mainstream: AI is about to peak for a while. The start of AI image generation was with Google's DeepDream in 2015 - image recognition software that could be run in reverse to "recognize" patterns where there were none, effectively generating an image from digital noise or an unrelated image. While I'm not an expert by any means, I don't think we're too far off from that a decade later, just using very fine tuned tools that develop more coherent images. I guess that we're close to maxing out how efficiently we're able to generate images and video in that manner, and the hard caps on how much creative direction we can have when using AI - as well as the limits to how long we can keep it coherent (e.g. long videos or a chronologically consistent set of images) - will prevent AI from progressing too far beyond what it is currently unless/until another breakthrough occurs.

@ 9c9d2765:16f8c2c2

In a forgotten valley surrounded by mountains, there lived a girl named Rita. Her village believed in balance above all. They built lives without extremes no loud laughter, no deep sorrow. Everything was quiet, even joy. Smiles were polite. Tears were hidden.

Rita had always felt something missing. She saw it in dreams vivid colors, music, a joy that made your chest ache with light. But in her village, emotion was like a weed trimmed before it grew wild.

One day, exploring beyond the hills, Rita found a strange garden untouched, walled off, hidden behind a curtain of vines. Inside, roses bloomed in impossible colors, but every rosebush was thick with thorns. A single sign read:

“Only those who bleed may feel the bloom.”

Curious, Rita reached out. A thorn pierced her skin. Pain flared through her finger. She recoiled but then, something strange happened. The air shimmered. The garden came alive with fragrance, color, and warmth she’d never known. Her wound stung, but her heart raced with wonder.

She returned every day. Each time, the thorns drew blood and each time, the garden showed her something deeper: the memory of a lost friend, the sting of loneliness, the ache of longing. She wept. She raged. She broke.

And then one day she laughed. Not politely. Not softly. But with her whole body. The pain had carved space for something vast. She danced barefoot among the thorns, scars and all.

Years later, when Rita returned to her village, she was changed. She sang songs that made people cry and laugh in the same breath. She planted a new garden in the town square with thorns intact and invited everyone in.

At first, they hesitated. But slowly, they followed her path. And one by one, the village bloomed with color.

Moral: To feel happiness, you must experience pain because only through the thorns can the roses mean something.

@ 6cc4225f:942b7222

(Cover image photo credit: The Crypto Times)

“Our world of widows needs to be saved / it’s now or never — victim or victory, rebel or regret / who you are and who you claim to be / no more heroes.” -Converge, “No Heroes”

Usually, bad takes from big figures in the Bitcoin space roll off my back. I often don’t feel a need to counter them because 1.) Everyone is entitled to their opinion and 2.) I don’t enjoy spending my time arguing with people on the Internet.

But when a take is really bad — downright evil — I feel compelled to respond.

And respond I did to a bad take this week (link in just a second, first some context).

Lately in the media, MicroStrategy Chair Michael Saylor has been laying out his vision for a digital asset framework.

This framework includes conceptualizing Bitcoin as a commodity — nothing more than capital — and stablecoins like Tether (USDT) and USD Coin (USDC) as “digital currencies” (his words).

As if someone who considers themselves a “triple bitcoin maxi” (maybe one of the lamest terms ever) denying that bitcoin is a currency weren’t nauseating enough, his “evil genius plan” (his words) to get the world hooked on USD stablecoins as money while the US hoards bitcoin should have you upchuck everything in your guts if you truly believe in Bitcoin’s value proposition.

Below (a few lines down) is the piece I wrote countering Saylor’s perspective.

If there are two things I hope you take away from it, the first is to KILL YOUR IDOLS (not literally, of course) and the second is that WE ARE BITCOIN, and if we believe in the technology — all dimensions of it — we have to defend it.

Enjoy.

Michael Saylor Doesn't Understand Bitcoin

## Support The Open Dialogue Foundation

Speaking of defending Bitcoin, we all owe a debt of gratitude to the work that the Open Dialogue Foundation (ODF) is doing to defend our legal right to use non-custodial bitcoin wallets.

Please read the following piece I wrote this week to learn more.

Protect Your Non-Custodial Bitcoin Wallet — Support The Open Dialogue Foundation

And please make a tax-deductible contribution (before the year’s end) to the organization here.

Bitcoin’s Second Book-Length Academic Text — The Satoshi Papers — Coming Soon

This week, I published my interview with Natalie Smolenski, a PhD-holding theoretical anthropologist who often makes very valuable thought contributions to the Bitcoin space.

The Satoshi Papers Explores The Role Of The State In A Post-Bitcoin World: An Interview With Natalie Smolenski

What I loved most about this interview (and I loved a lot about it) is Smolenski’s lack of reverence.

Two of my favorite quotes from the interview:

“There was kind of a triumph of a certain very statist approach to socialism and even communism in the American academy, in the Anglophone academy, that has persisted to this day, where there's, like I was saying earlier, a suspicion of anything smacking of individualism as bourgeois conceit or reinscribing social hierarchies, racial hierarchies, gender hierarchies, blah, blah, blah.”

The “blah, blah, blah” hit hard. It reminded me of how I used to tune out when speaking with a good portion of my co-workers during the years I taught at the college level.

The other one:

“What do you hope people will take away from The Satoshi Papers?

*> If there's only one idea that people take away from it, it's that your emancipation does not require the state. You do not need to wait for the government.

*> My God, take control of your life. You can, it is within your power to do so, and here are some examples of ways that people throughout human history have chosen to do so."

The “My God” was so properly placed. Chef’s kiss.

Check out to entire piece to absorb more of Smolenski’s wisdom.

Thank you all for reading, and here’s to a great week ahead!

Best,

Frank

@ e6817453:b0ac3c39

The Rise of Graph RAGs and the Quest for Data Quality

As we enter a new year, it’s impossible to ignore the boom of retrieval-augmented generation (RAG) systems, particularly those leveraging graph-based approaches. The previous year saw a surge in advancements and discussions about Graph RAGs, driven by their potential to enhance large language models (LLMs), reduce hallucinations, and deliver more reliable outputs. Let’s dive into the trends, challenges, and strategies for making the most of Graph RAGs in artificial intelligence.

Booming Interest in Graph RAGs

Graph RAGs have dominated the conversation in AI circles. With new research papers and innovations emerging weekly, it’s clear that this approach is reshaping the landscape. These systems, especially those developed by tech giants like Microsoft, demonstrate how graphs can:

• Enhance LLM Outputs: By grounding responses in structured knowledge, graphs significantly reduce hallucinations.
• Support Complex Queries: Graphs excel at managing linked and connected data, making them ideal for intricate problem-solving.

Conferences on linked and connected data have increasingly focused on Graph RAGs, underscoring their central role in modern AI systems. However, the excitement around this technology has brought critical questions to the forefront: How do we ensure the quality of the graphs we’re building, and are they genuinely aligned with our needs?

Data Quality: The Foundation of Effective Graphs

A high-quality graph is the backbone of any successful RAG system. Constructing these graphs from unstructured data requires attention to detail and rigorous processes. Here’s why:

• Richness of Entities: Effective retrieval depends on graphs populated with rich, detailed entities.
• Freedom from Hallucinations: Poorly constructed graphs amplify inaccuracies rather than mitigating them.

Without robust data quality, even the most sophisticated Graph RAGs become ineffective. As a result, the focus must shift to refining the graph construction process. Improving data strategy and ensuring meticulous data preparation is essential to unlock the full potential of Graph RAGs.

Hybrid Graph RAGs and Variations

While standard Graph RAGs are already transformative, hybrid models offer additional flexibility and power. Hybrid RAGs combine structured graph data with other retrieval mechanisms, creating systems that:

• Handle diverse data sources with ease.
• Offer improved adaptability to complex queries.

Exploring these variations can open new avenues for AI systems, particularly in domains requiring structured and unstructured data processing.

Ontology: The Key to Graph Construction Quality

Ontology — defining how concepts relate within a knowledge domain — is critical for building effective graphs. While this might sound abstract, it’s a well-established field blending philosophy, engineering, and art. Ontology engineering provides the framework for:

• Defining Relationships: Clarifying how concepts connect within a domain.
• Validating Graph Structures: Ensuring constructed graphs are logically sound and align with domain-specific realities.

Traditionally, ontologists — experts in this discipline — have been integral to large enterprises and research teams. However, not every team has access to dedicated ontologists, leading to a significant challenge: How can teams without such expertise ensure the quality of their graphs?

How to Build Ontology Expertise in a Startup Team

For startups and smaller teams, developing ontology expertise may seem daunting, but it is achievable with the right approach:

1. Assign a Knowledge Champion: Identify a team member with a strong analytical mindset and give them time and resources to learn ontology engineering.
2. Provide Training: Invest in courses, workshops, or certifications in knowledge graph and ontology creation.
3. Leverage Partnerships: Collaborate with academic institutions, domain experts, or consultants to build initial frameworks.
4. Utilize Tools: Introduce ontology development tools like Protégé, OWL, or SHACL to simplify the creation and validation process.
5. Iterate with Feedback: Continuously refine ontologies through collaboration with domain experts and iterative testing.

So, it is not always affordable for a startup to have a dedicated oncologist or knowledge engineer in a team, but you could involve consulters or build barefoot experts.

You could read about barefoot experts in my article :

Even startups can achieve robust and domain-specific ontology frameworks by fostering in-house expertise.

How to Find or Create Ontologies

For teams venturing into Graph RAGs, several strategies can help address the ontology gap:

1. Leverage Existing Ontologies: Many industries and domains already have open ontologies. For instance:

2. Public Knowledge Graphs: Resources like Wikipedia’s graph offer a wealth of structured knowledge.

3. Industry Standards: Enterprises such as Siemens have invested in creating and sharing ontologies specific to their fields.

4. Business Framework Ontology (BFO): A valuable resource for enterprises looking to define business processes and structures.

5. Build In-House Expertise: If budgets allow, consider hiring knowledge engineers or providing team members with the resources and time to develop expertise in ontology creation.

6. Utilize LLMs for Ontology Construction: Interestingly, LLMs themselves can act as a starting point for ontology development:

7. Prompt-Based Extraction: LLMs can generate draft ontologies by leveraging their extensive training on graph data.

8. Domain Expert Refinement: Combine LLM-generated structures with insights from domain experts to create tailored ontologies.

Parallel Ontology and Graph Extraction

An emerging approach involves extracting ontologies and graphs in parallel. While this can streamline the process, it presents challenges such as:

• Detecting Hallucinations: Differentiating between genuine insights and AI-generated inaccuracies.
• Ensuring Completeness: Ensuring no critical concepts are overlooked during extraction.

Teams must carefully validate outputs to ensure reliability and accuracy when employing this parallel method.

LLMs as Ontologists

While traditionally dependent on human expertise, ontology creation is increasingly supported by LLMs. These models, trained on vast amounts of data, possess inherent knowledge of many open ontologies and taxonomies. Teams can use LLMs to:

• Generate Skeleton Ontologies: Prompt LLMs with domain-specific information to draft initial ontology structures.
• Validate and Refine Ontologies: Collaborate with domain experts to refine these drafts, ensuring accuracy and relevance.

However, for validation and graph construction, formal tools such as OWL, SHACL, and RDF should be prioritized over LLMs to minimize hallucinations and ensure robust outcomes.

Final Thoughts: Unlocking the Power of Graph RAGs

The rise of Graph RAGs underscores a simple but crucial correlation: improving graph construction and data quality directly enhances retrieval systems. To truly harness this power, teams must invest in understanding ontologies, building quality graphs, and leveraging both human expertise and advanced AI tools.

As we move forward, the interplay between Graph RAGs and ontology engineering will continue to shape the future of AI. Whether through adopting existing frameworks or exploring innovative uses of LLMs, the path to success lies in a deep commitment to data quality and domain understanding.

Have you explored these technologies in your work? Share your experiences and insights — and stay tuned for more discussions on ontology extraction and its role in AI advancements. Cheers to a year of innovation!

@ a29cfc65:484fac9c

Deutschland ist eines der wenigen Länder mit einer gesetzlich verankerten ausnahmslosen Schulbesuchspflicht. Mit den Schulschließungen in der Corona-Zeit wurde das Gesetz jedoch faktisch plötzlich außer Kraft gesetzt. Alle mussten zu Hause lernen. Als die Schulen danach wieder offen waren, wurden die Kinder mit Maskenpflicht, Tests und Impfdruck gequält. Nicht selten traten bei den Schülern Krankheiten und psychische Störungen auf. Nicht wenige Eltern suchten im Gespräch mit dem Lehrerkollegium nach Lösungen für ihre Kinder. In den meisten Fällen war das nicht möglich. Die Lehrer waren auf die neue Ideologie und die Durchsetzung der Maßnahmen eingeschworen und hatten Angst. Einige Eltern haben ihre Kinder dann in eigener Verantwortung aus der Schule genommen und zu Hause selbst unterrichtet. An manchen Orten fanden sich Gemeinschaften, wo die Kinder in Gruppen lernten. Während viele Lerngemeinschaften nicht mehr existieren, hat die Familie von Katharina den Unterricht für ihre drei Kinder in Eigenregie etabliert. Inzwischen haben sie dafür sogar „den Segen“ von Familiengericht und Jugendamt.

Katharina und Johannes leben mit ihren drei Wunschkindern Aurelius (15), Benjamin (14) und Friedrich (10) in einem Vorort von Leipzig. Die Familie wohnte früher in der Stadt. In der Corona-Zeit haben sie sich mit dem Physiotherapie- & Seminarzentrum Curasanus eine Existenz auf dem Land aufgebaut und begehen diesen Sommer ihr 20-jähriges Praxis-Jubiläum. Katharina hat ihre Arbeit als Physiotherapeutin weitgehend aufgegeben, um sich als Mama und Lernbegleiterin ihren Kindern widmen zu können. Daneben bietet sie Vorträge und Workshops an, übernimmt einen großen Teil der Praxis-Organisation und ist Manager, Rezeptionistin und Vertriebler der eigenen Firma. Wir besuchten einen ihrer Lachyoga-Kurse. Dabei erlebten wir ihr Zusammenspiel mit den drei Kindern. Anschließend stellten wir Katharina unsere Fragen zum Freilernen.

Im unmittelbaren Umfeld wird die Familie bestaunt und geachtet. Sie haben sich bewusst für das Freilernen entschieden. Die Kinder wurden ohne Test nicht mehr in die Schule gelassen. Auch andere Zwangsmaßnahmen wie die Maske wollten die Eltern den Kindern ersparen. Besonders Benjamin hatte traumatische Erlebnisse. Seine Lehrerin schmiss mit dem Schlüssel nach den Schülern und wandte andere schwarze Pädagogik an. Er ging ständig mit Bauchschmerzen ins Bett. Ein weiterer Punkt ist die Masernimpfung. Die Kinder könnten zwar zur Schule gehen, aber die Eltern werden mit rechtlichen Maßnahmen und Zwangszahlungen belegt. Da Katharina in ihrer Praxis viele Erkrankungen als Folge der Masernimpfung beobachten konnte, lehnt sie die Pflichtimpfung ab. Die Eltern haben kein Vertrauen mehr in die staatliche Schulerziehung mit all dem Zwang und den Erpressungen. Als die Familie den Entschluss gefasst hatte, die Kinder nicht mehr in die Schule zu schicken, haben sie ihre Praxis vorübergehend geschlossen, ihr Haus verkauft und sind auf Reisen gegangen. Die beiden großen Kinder wurden von der Schule abgemeldet. Nach der Rückkehr haben sie dann mit einem neuen Leben auf dem Land begonnen.

Lernen ohne Schule: Wie geht das?

„Wissen ist Macht und eine Holschuld“, sagt uns Katharina. Das ist ihr Motto und motiviert auch die Kinder. Mit dem Unterricht zu Hause macht die Familie ihre eigene Studie und zeigt, dass Lernen auch anders geht als in der Schule. Die Eltern können viel besser auf jedes einzelne Kind eingehen. Johannes arbeitete früher als Straßenbauer. Er unterstützt die Jungs vor allem in Mathematik, Geometrie und Physik sowie bei handwerklichen Fertigkeiten. Katharinas Stärken liegen in Deutsch, Sprachen und Organisation. Unter den Patienten ihrer Praxis gibt es Lehrer, die ihnen helfen. Weitere Unterstützung kommt von Freunden und Bekannten. Bei bestimmten Projekten treffen sie auf andere Freilernerkinder. „Das Netzwerk wird immer größer, es wird immer schöner und interessanter“, sagt Katharina. Man geht mit vielen anderen einen gemeinsamen Weg, verlässt dabei eingetretene Pfade und erkundet neue Themenfelder wie Mediengestaltung, freie Energie, Elektrotherapie, meditatives und Improvisations-Zeichnen. „Ich sprudele vor Ideen. Sie kommen in mein Feld, und dann mache ich was draus“, sagt Katharina. Die Jungs sind in Wurzen im Ringelnatz-Literaturkreis. Dort schreiben sie Drehbuchgeschichten und haben einen Film produziert. Sie suchen sich Projekte oder kreieren neue, wie mit dem Planetarium Eilenburg. Diese Zusammenarbeit hat sich sehr gut entwickelt. Dort lernen 4- bis 15-Jährige zusammen. Die drei Jungs spielen Klavier. Erdkunde und Geschichte erleben die Kinder auch dadurch, dass die Familie Hauptstädte oder die bosnischen Pyramiden selbst erkundet. Dabei erweist es sich als Vorteil, nicht auf die Ferienzeiten angewiesen zu sein.

Als Physiotherapeutin ist Katharina bewusst, dass man neue Lernstrategien entwickeln muss. Die Kinder lernen unterschiedlich. Jedes Kind hat seinen eigenen Charakter. Aurelius benötigt eher eine 1:1-Betreuung. Darauf kann Katharina viel individueller eingehen als die staatliche Schule. Es ist aber auch aufwendiger und anstrengender. Besonderen Wert legt sie darauf, dass rechte und linke Gehirnhälfte gleichmäßig beansprucht werden. Lernphasen werden immer wieder mit Entspannungs- oder Bewegungsphasen kombiniert. Sie weiß, dass den Kindern zuerst die Grundlagen des Lesens, Rechnens und Schreibens vermittelt werden müssen. Dann sind sie in der Lage, sich alles Weitere selbst anzueignen – Unterstützung vorausgesetzt. „Besonders das Schreiben mit der eigenen Hand ist wichtig für die Vernetzung der beiden Gehirnhälften“, sagt Katharina. Dafür nehmen sich die Eltern Zeit. Die Kinder führen Tagebuch. Außerdem halten es die Eltern für wichtig, den Kindern Werte und Tugenden wie Dankbarkeit, Verlässlichkeit, Beharrlichkeit, Aufrichtigkeit, Ehrlichkeit und die zehn Gebote zu vermitteln. Katharina und Johannes sind beide religiös begleitet aufgewachsen. Heute sehen sie die Kirche als Institution kritisch. Angebunden an die Schöpfung und im Gottvertrauen erschaffen und schöpfen sie Leben und Lebensraum aus eigener Kraft – so erklärt es uns Katharina.

Ein weiteres Thema sind die Funktionen des Körpers und wie sich die Kinder gesund erhalten können. Vieles lernen sie dabei in der Physiotherapiepraxis. Die Familie hat das Privileg, in ihrem eigenen Biorhythmus leben zu können. „Das macht sehr viel aus – wir sind alle gesund“, sagt Katharina. Der Lern- und Arbeitstag beginnt nicht vor 9 Uhr und hat eine eigene Struktur. Im Tagesablauf sind feste Verantwortlichkeiten integriert. So wechseln sich die Kinder aller drei Tage mit Tischdecken, Staubsaugen und Geschirrspüler ab. Das hilft ihnen, sich selbst zu organisieren. Das geht nicht immer reibungslos vonstatten. Wenn das Lernpensum beizeiten abgearbeitet wurde, helfen die Kinder im Haushalt oder Garten oder gehen ihrem Bewegungsdrang auf andere Weise nach. Die Eltern sind am Abend noch länger aktiv, denn die Praxis erfordert noch die eine oder andere bürokratische Pflicht. Die Familie ist sehr naturverbunden. Sie gehen viel in den Wald und in den Garten. Sie bauen selbst Gemüse und Obst an. Dabei können die Kinder zum Beispiel Erfahrungen mit Permakultur und natürlicher Düngung sammeln. Die Familie achtet auf die Ernährung, schließlich ist Katharina seit fast 25 Jahren Ernährungsberaterin. Was sie nicht selbst anbauen, wird beim Bauern des Vertrauens eingekauft. Die Jungs können selbst kochen und backen. Die Schädlichkeit von Zucker ist den Kindern schon bewusst geworden, ohne gänzlich auf Schokolade verzichten zu müssen. Medikamente gibt es im Haushalt nicht. Sie kennen sich sehr gut mit den Heilmitteln aus der Natur aus und können so ihre Selbstheilungskräfte aktivieren. Sie haben keinen Hausarzt. Natürlich hat keines der Kinder ein Handy. Bisher haben sie noch kein Verlangen danach. Die Eltern halten es für wichtig, dass die Kinder erst sicher bei Selbstorganisation und Tagesstruktur sind, bevor sie ein Handy bekommen. Katharina weist darauf hin, dass beispielsweise WhatsApp erst ab 16 Jahren zugelassen ist, und fragt sich, ob das andere Eltern wissen.

Gesetze auf Augenhöhe auslegen

Den Behörden blieben die Freilerner nicht verborgen. Sie wurden aktiv und schalteten das Familiengericht ein. Die Familie hatte keinen Anwalt und keine Rechtsschutzversicherung. Katharina erzählt uns, dass sie schließlich auf „Hilfe von oben“ gehofft habe. Irgendwer hat sie anscheinend erhört, denn sie bekamen „einen Engel“ als Verfahrensbeistand. Die Behörden waren sehr zugänglich. In den Gesprächen gab man zu, mit der Schulsituation ebenfalls nicht zufrieden zu sein. „Wir wollen so wie ihr, dass sich etwas verändert. Wir sind an Eurer Seite.“ Die Gespräche mit dem Jugendamt und der Richterin vom Familiengericht Grimma waren immer auf Augenhöhe. Schließlich legte man der Familie keine Steine in den Weg. Damit kann Katharina ihr Konzept nach außen leben und andere inspirieren. Ihre Schlussfolgerung: Eltern müssen sich ihrer Stärken bewusst werden und aus ihrer Angst herauskommen. Das Konzept muss aber zur Familie passen, denn jede Familie ist anders.

Die Basis für freies Lernen ist das Vertrauen der Eltern in ihre Kinder. Denn Kinder sind von Natur aus wissbegierig und wollen lernen. Katharina hat viel von Bertrand Stern und von Riccardo Leppe gelernt. Beiden wurde von ihren Eltern das Lernen ohne Schulbesuch ermöglicht. Mit Bertrand Stern hat Katharina Kontakt. Er wird im November am Buß- und Bettag eine kleine Fortbildung im Therapie- und Seminarzentrum geben. Für den Vorabend ist ein Vortrag geplant. Katharina zitiert Riccardo Leppe: „Es ändert sich nur was, wenn man es selbst tut.“ Er sei sich sicher, dass der Fortschritt beim Freilernen inzwischen so weit ist, dass „die Paste nicht wieder zurück in die Tube geht“.

Der Übergang zur Berufsausbildung

Die ersten Freilernerkinder kommen jetzt in das Alter, in dem sie eine Berufsausbildung beginnen können. Aurelius und Benjamin, die beiden „Großen“, machen seit Anfang des Jahres schon erste Praktika bei ortsansässigen Handwerksbetrieben. Beide Seiten sind sehr zufrieden. Durch die Praktika, die länger dauern als im schulischen Lehrplan vorgesehen, können sich die Kinder ausprobieren. Katharina findet es interessant miterleben zu dürfen, wie auf ihre Kinder reagiert wird. Bringen sie etwas mit, das die anderen nicht haben? Denken sie anders mit? Benjamin bekam schon ein Angebot, in einem Metallbau-Betrieb stundenweise mitzuarbeiten. In den Betrieben weiß man, dass die Abschlüsse der staatlichen Schulen größtenteils das Papier nicht wert sind, auf dem sie stehen. Viele verlassen die Schule und können kaum lesen und schreiben, von Selbstorganisation ganz zu schweigen. Ein Freilerner kann eine staatliche Externen-Prüfung ablegen, um einen Haupt- oder Realschulabschluss zu erwerben. Katharina: „Für eine Ausbildung bei einem privaten Unternehmer braucht man das nicht, allein der Unternehmer entscheidet über die Aufnahme des Auszubildenden“. Außerdem stehen den jungen Leuten Privatschulen oder der zweite Bildungsweg zur Verfügung. Wenn man einen praktischen Beruf ergreift, ist es immer noch möglich, sich bis zur Hochschulreife weiterzubilden. Nach mehrjährigen Tätigkeiten kann man bei den Kammern von Industrie, Handel und Handwerk (IHK und HWK) eine Abschlussprüfung ablegen, mit der man zum Studium zugelassen werden kann. Oder man geht gleich den Weg in die Selbstständigkeit.

Frei lernen weitergedacht

Während der Coronazeit haben sich in Sachsen und speziell um Leipzig herum kleine Freilernergruppen gefunden. Die Gruppen werden aktuell zusammengeführt, um zum Beispiel gemeinsam den Mathematikunterricht zu gestalten. Besonders um Dresden herum ist die Szene noch stärker ausgeprägt. Außerdem gibt es seit mehr als 20 Jahren den Bundesverband Natürlich Lernen (BVNL). Er bietet Beratung und zentrale Veranstaltungen an.

Der Wunsch nach dem freien Lernen ohne Schulzwang ist groß. Doch die meisten Eltern wollen ihre Kinder dafür irgendwo abgeben und nicht selbst unterrichten. Katharinas größter Wunsch ist es, drei bis fünf Elternpaare zu finden, die sich in die Betreuung und Unterrichtung ihrer Kinder teilen. Das größte Hindernis dafür sieht sie in den Eltern selbst. Durch ungelöste transgenerative Konflikte und unverarbeitete Familientraumata kommen sie noch nicht in ihre eigene Kraft für ein selbstbestimmtes Leben. Viele wagen es noch nicht, ihre Erwerbstätigkeit zugunsten der Kinder einzuschränken. Katharina sieht es als große Aufgabe für sich und ihre Familie, mit dem Freilernen das Gemeinschaftsbewusstsein und gute Konfliktlösungsstrategien zu entwickeln. Sie denkt dabei bereits an ihre Enkel. Aber sie weiß auch, dass die Eltern ein sehr hohes Maß an Eigeninitiative, Motivation und Selbstdisziplin aufbringen müssen. Sie würde Eltern, die sich das noch nicht zutrauen, als Traumabegleiterin zur Verfügung stehen, für einen angemessenen Energieausgleich. Diese gegenseitige Unterstützung käme Kindern und Eltern zugute. Ebenso hält sie die Idee der Mehrgenerationenerziehung für wichtig. Dabei profitieren nicht nur die Kinder. Die Erfahrungen der älteren Menschen gehen nicht verloren, sondern werden an die jüngeren Generationen weitergegeben und machen sie resilienter. Das hilft den Eltern, ihrer Erwerbsarbeit nachzugehen und Familientraumata zu bewältigen.

Katharina ist eine starke Frau und sprüht nur so vor Energie. Selbst als wir nach 21 Uhr das Therapiezentrum verlassen, sind ihr die Anstrengungen des Tages nicht anzumerken. Sie wird nicht müde beim Sprechen. Für Fragen zum Thema Freilernen kann man sich an sie wenden.

Der Text wurde zuerst am 27.05.2025 im Blog „Freie Akademie für Medien und Journalismus“ veröffentlicht (https://www.freie-medienakademie.de/medien-plus/lernen-neu-gemacht)

Bildquelle: Salah Darwish, unsplash.com

@ a4a6b584:1e05b95b

The Four-Layer Framework

Layer 1: Zoom Out

Start by looking at the big picture. What’s the subject about, and why does it matter? Focus on the overarching ideas and how they fit together. Think of this as the 30,000-foot view—it’s about understanding the "why" and "how" before diving into the "what."

Example: If you’re learning programming, start by understanding that it’s about giving logical instructions to computers to solve problems.

• Tip: Keep it simple. Summarize the subject in one or two sentences and avoid getting bogged down in specifics at this stage.

Once you have the big picture in mind, it’s time to start breaking it down.

---

Layer 2: Categorize and Connect

Now it’s time to break the subject into categories—like creating branches on a tree. This helps your brain organize information logically and see connections between ideas.

Example: Studying biology? Group concepts into categories like cells, genetics, and ecosystems.

• Tip: Use headings or labels to group similar ideas. Jot these down in a list or simple diagram to keep track.

With your categories in place, you’re ready to dive into the details that bring them to life.

---

Layer 3: Master the Details

Once you’ve mapped out the main categories, you’re ready to dive deeper. This is where you learn the nuts and bolts—like formulas, specific techniques, or key terminology. These details make the subject practical and actionable.

Example: In programming, this might mean learning the syntax for loops, conditionals, or functions in your chosen language.

• Tip: Focus on details that clarify the categories from Layer 2. Skip anything that doesn’t add to your understanding.

Now that you’ve mastered the essentials, you can expand your knowledge to include extra material.

---

Layer 4: Expand Your Horizons

Finally, move on to the extra material—less critical facts, trivia, or edge cases. While these aren’t essential to mastering the subject, they can be useful in specialized discussions or exams.

Example: Learn about rare programming quirks or historical trivia about a language’s development.

• Tip: Spend minimal time here unless it’s necessary for your goals. It’s okay to skim if you’re short on time.

---

Pro Tips for Better Learning

1. Use Active Recall and Spaced Repetition

Test yourself without looking at notes. Review what you’ve learned at increasing intervals—like after a day, a week, and a month. This strengthens memory by forcing your brain to actively retrieve information.

2. Map It Out

Create visual aids like diagrams or concept maps to clarify relationships between ideas. These are particularly helpful for organizing categories in Layer 2.

3. Teach What You Learn

Explain the subject to someone else as if they’re hearing it for the first time. Teaching exposes any gaps in your understanding and helps reinforce the material.

4. Engage with LLMs and Discuss Concepts

Take advantage of tools like ChatGPT or similar large language models to explore your topic in greater depth. Use these tools to:
- Ask specific questions to clarify confusing points.
- Engage in discussions to simulate real-world applications of the subject.
- Generate examples or analogies that deepen your understanding.

Tip: Use LLMs as a study partner, but don’t rely solely on them. Combine these insights with your own critical thinking to develop a well-rounded perspective.

---

Get Started

Ready to try the Four-Layer Method? Take 15 minutes today to map out the big picture of a topic you’re curious about—what’s it all about, and why does it matter? By building your understanding step by step, you’ll master the subject with less stress and more confidence.

@ d3d74124:a4eb7b1d

language is a funny thing. the English grammar is one of the most, if the not THE most complicated grammars to learn.

https://en.wikipedia.org/wiki/Defense_Language_Aptitude_Battery\ DLAB. it's the test you take to see if you have a gift for language learning.

in my exploration of languages, first Chinese Mandarin, then software languages, context is king (Jesus is King). the surrounding context is different every where you go.

physical space context. we can't be two places at once. nostr allows for many languages, because you can provide your own digital context. our physical perspective give us a field of view. NOSTR clients give us a field of view into digital context.

math is a language.

---

bitcoin will be called a lot of things.

---

wizardry

some elections results are anchored in time. using bitcoin. what else should be? legal documents seem obvious. other cryptographic proofs.

zero knowledge proofs. something about curve trees.

Find your local BitDevs.

Shenandoah Bitcoin Club

pondering a Veteran's Day live music event in Frederick County, VA. who would show up to a lunch and learn with hardware wallets in testnet4 mode? to try shit out? local only, but you should do it where you are too if you're not local.

mining

getting better? Bitmain announces a "decentralized mining pool" but I doubt we'll see open source code if history follows. 256Foundation getting to business. working prototypes for the Ember One using USB and python are out there for those that know where to look. i am very bullish on mujina. very bullish. fun coinbase tricks happening too with CTV+CSFS.

---

p.s. written on primal's new article publishing UI.

@ 34f1ddab:2ca0cf7c

Losing access to your cryptocurrency can feel like losing a part of your future. Whether it’s due to a forgotten password, a damaged seed backup, or a simple mistake in a transfer, the stress can be overwhelming. Fortunately, cryptrecver.com is here to assist! With our expert-led recovery services, you can safely and swiftly reclaim your lost Bitcoin and other cryptocurrencies.

Why Trust Crypt Recver? 🤝 🛠️ Expert Recovery Solutions At Crypt Recver, we specialize in addressing complex wallet-related issues. Our skilled engineers have the tools and expertise to handle:

Partially lost or forgotten seed phrases Extracting funds from outdated or invalid wallet addresses Recovering data from damaged hardware wallets Restoring coins from old or unsupported wallet formats You’re not just getting a service; you’re gaining a partner in your cryptocurrency journey.

🚀 Fast and Efficient Recovery We understand that time is crucial in crypto recovery. Our optimized systems enable you to regain access to your funds quickly, focusing on speed without compromising security. With a success rate of over 90%, you can rely on us to act swiftly on your behalf.

🔒 Privacy is Our Priority Your confidentiality is essential. Every recovery session is conducted with the utmost care, ensuring all processes are encrypted and confidential. You can rest assured that your sensitive information remains private.

💻 Advanced Technology Our proprietary tools and brute-force optimization techniques maximize recovery efficiency. Regardless of how challenging your case may be, our technology is designed to give you the best chance at retrieving your crypto.

Our Recovery Services Include: 📈 Bitcoin Recovery: Lost access to your Bitcoin wallet? We help recover lost wallets, private keys, and passphrases. Transaction Recovery: Mistakes happen — whether it’s an incorrect wallet address or a lost password, let us manage the recovery. Cold Wallet Restoration: If your cold wallet is failing, we can safely extract your assets and migrate them into a secure new wallet. Private Key Generation: Lost your private key? Our experts can help you regain control using advanced methods while ensuring your privacy. ⚠️ What We Don’t Do While we can handle many scenarios, some limitations exist. For instance, we cannot recover funds stored in custodial wallets or cases where there is a complete loss of four or more seed words without partial information available. We are transparent about what’s possible, so you know what to expect

Don’t Let Lost Crypto Hold You Back! Did you know that between 3 to 3.4 million BTC — nearly 20% of the total supply — are estimated to be permanently lost? Don’t become part of that statistic! Whether it’s due to a forgotten password, sending funds to the wrong address, or damaged drives, we can help you navigate these challenges

🛡️ Real-Time Dust Attack Protection Our services extend beyond recovery. We offer dust attack protection, keeping your activity anonymous and your funds secure, shielding your identity from unwanted tracking, ransomware, and phishing attempts.

🎉 Start Your Recovery Journey Today! Ready to reclaim your lost crypto? Don’t wait until it’s too late! 👉 cryptrecver.com

📞 Need Immediate Assistance? Connect with Us! For real-time support or questions, reach out to our dedicated team on: ✉️ Telegram: t.me/crypptrcver 💬 WhatsApp: +1(941)317–1821

Crypt Recver is your trusted partner in cryptocurrency recovery. Let us turn your challenges into victories. Don’t hesitate — your crypto future starts now! 🚀✨

Act fast and secure your digital assets with cryptrecver.com.Losing access to your cryptocurrency can feel like losing a part of your future. Whether it’s due to a forgotten password, a damaged seed backup, or a simple mistake in a transfer, the stress can be overwhelming. Fortunately, cryptrecver.com is here to assist! With our expert-led recovery services, you can safely and swiftly reclaim your lost Bitcoin and other cryptocurrencies.

# Why Trust Crypt Recver? 🤝

🛠️ Expert Recovery Solutions\ At Crypt Recver, we specialize in addressing complex wallet-related issues. Our skilled engineers have the tools and expertise to handle:

• Partially lost or forgotten seed phrases
• Extracting funds from outdated or invalid wallet addresses
• Recovering data from damaged hardware wallets
• Restoring coins from old or unsupported wallet formats

You’re not just getting a service; you’re gaining a partner in your cryptocurrency journey.

🚀 Fast and Efficient Recovery\ We understand that time is crucial in crypto recovery. Our optimized systems enable you to regain access to your funds quickly, focusing on speed without compromising security. With a success rate of over 90%, you can rely on us to act swiftly on your behalf.

🔒 Privacy is Our Priority\ Your confidentiality is essential. Every recovery session is conducted with the utmost care, ensuring all processes are encrypted and confidential. You can rest assured that your sensitive information remains private.

💻 Advanced Technology\ Our proprietary tools and brute-force optimization techniques maximize recovery efficiency. Regardless of how challenging your case may be, our technology is designed to give you the best chance at retrieving your crypto.

Our Recovery Services Include: 📈

• Bitcoin Recovery: Lost access to your Bitcoin wallet? We help recover lost wallets, private keys, and passphrases.
• Transaction Recovery: Mistakes happen — whether it’s an incorrect wallet address or a lost password, let us manage the recovery.
• Cold Wallet Restoration: If your cold wallet is failing, we can safely extract your assets and migrate them into a secure new wallet.
• Private Key Generation: Lost your private key? Our experts can help you regain control using advanced methods while ensuring your privacy.

⚠️ What We Don’t Do\ While we can handle many scenarios, some limitations exist. For instance, we cannot recover funds stored in custodial wallets or cases where there is a complete loss of four or more seed words without partial information available. We are transparent about what’s possible, so you know what to expect

# Don’t Let Lost Crypto Hold You Back!

Did you know that between 3 to 3.4 million BTC — nearly 20% of the total supply — are estimated to be permanently lost? Don’t become part of that statistic! Whether it’s due to a forgotten password, sending funds to the wrong address, or damaged drives, we can help you navigate these challenges

🛡️ Real-Time Dust Attack Protection\ Our services extend beyond recovery. We offer dust attack protection, keeping your activity anonymous and your funds secure, shielding your identity from unwanted tracking, ransomware, and phishing attempts.

🎉 Start Your Recovery Journey Today!\ Ready to reclaim your lost crypto? Don’t wait until it’s too late!\ 👉 cryptrecver.com

📞 Need Immediate Assistance? Connect with Us!\ For real-time support or questions, reach out to our dedicated team on:\ ✉️ Telegram: t.me/crypptrcver\ 💬 WhatsApp: +1(941)317–1821

Crypt Recver is your trusted partner in cryptocurrency recovery. Let us turn your challenges into victories. Don’t hesitate — your crypto future starts now! 🚀✨

Act fast and secure your digital assets with cryptrecver.com.

@ 10846a37:73b5f923

Com a crescente popularidade das plataformas de jogos online no Brasil, surge uma nova opção que promete elevar o nível da diversão e da confiabilidade: 115Bet. Este portal se destaca por oferecer uma experiência completa, com tecnologia de ponta, suporte ao usuário de alta qualidade e uma variedade de jogos que atende desde os iniciantes até os mais experientes. Neste artigo, vamos apresentar os principais atrativos da 115Bet, explorar os tipos de jogos disponíveis e compartilhar como é a experiência de quem escolhe essa plataforma para se divertir.

Plataforma Moderna e Segura Um dos primeiros pontos que chamam atenção na 115Bet é o seu design moderno e intuitivo. A navegação no site é simples, rápida e responsiva em qualquer dispositivo — seja no computador, tablet ou smartphone. A segurança também é prioridade: a plataforma conta com criptografia de dados e sistemas avançados de proteção para garantir a privacidade e a tranquilidade dos jogadores.

Além disso, a 115betoferece um ambiente 100% legalizado, com licenciamento internacional que segue todas as normas exigidas para o funcionamento transparente e justo.

Variedade de Jogos para Todos os Gostos O catálogo de jogos da 115Bet é diversificado e sempre atualizado. Os usuários encontram títulos populares e de alta performance, desenvolvidos por fornecedores reconhecidos no mercado. Entre os destaques estão:

Slots temáticos: jogos com gráficos impressionantes e mecânicas envolventes. Dos temas clássicos aos mais modernos, há opções para todos os estilos.

Roleta ao vivo: com crupiês reais e transmissão em tempo real, os jogadores vivenciam uma experiência autêntica e interativa.

Blackjack: versões tradicionais e alternativas que exigem estratégia e concentração.

Bacará: ideal para quem busca emoção com regras simples e partidas dinâmicas.

Jogos de números e apostas rápidas: como keno, bingo e outros jogos instantâneos, perfeitos para quem gosta de agilidade.

Outro diferencial importante é a presença de mesas ao vivo, com profissionais capacitados e interação em tempo real, proporcionando uma atmosfera envolvente.

Experiência do Jogador: Suporte e Benefícios A experiência do jogador na 115Bet é marcada pelo cuidado com o atendimento e pelas vantagens oferecidas. O suporte está disponível 24 horas por dia, em português, por chat ao vivo ou e-mail, garantindo agilidade e eficiência na resolução de dúvidas ou problemas.

A plataforma também é conhecida por seu programa de bônus atrativos, incluindo recompensas de boas-vindas, promoções frequentes e um sistema de fidelidade para jogadores assíduos. Isso significa que, além de se divertir, o usuário é constantemente valorizado e incentivado a continuar jogando.

Outro ponto positivo é a facilidade nos depósitos e saques, com métodos de pagamento populares no Brasil, como Pix, transferência bancária, carteiras digitais e criptomoedas. As transações são rápidas e seguras, aumentando ainda mais a confiança dos usuários.

Conclusão A 115Bet chega ao mercado brasileiro como uma excelente alternativa para quem busca entretenimento online de qualidade, com uma plataforma segura, ampla variedade de jogos e uma experiência que coloca o jogador em primeiro lugar. Seja para relaxar após um dia de trabalho ou para desafiar sua sorte e habilidade, a 115Bet oferece todas as ferramentas necessárias para transformar cada acesso em momentos inesquecíveis. Vale a pena conhecer e experimentar tudo o que essa plataforma tem a oferecer!

@ 10846a37:73b5f923

Nos últimos anos, o mercado de entretenimento online tem crescido de forma surpreendente, e plataformas como a BG77 estão se destacando por oferecer uma experiência completa, segura e empolgante para seus usuários. Com um ambiente moderno, acessível e recheado de opções interativas, a BG77 chegou ao Brasil com a missão de transformar o modo como os brasileiros se divertem online.

Conhecendo a Plataforma BG77 A BG77 é uma plataforma digital que reúne diversas modalidades de jogos interativos, voltados para quem busca emoção, estratégia e recompensas reais. Seu design é intuitivo e responsivo, facilitando o acesso tanto por computadores quanto por dispositivos móveis. O processo de cadastro é simples e rápido, permitindo que novos usuários comecem a jogar em poucos minutos.

Além disso, a segurança dos dados dos jogadores é levada a sério. A plataforma utiliza tecnologia de ponta em criptografia, garantindo que todas as informações pessoais e financeiras estejam protegidas contra qualquer tipo de acesso não autorizado.

Outro diferencial da BG77 é o suporte ao cliente. A equipe de atendimento está disponível 24 horas por dia, 7 dias por semana, para tirar dúvidas, solucionar problemas e garantir que a experiência dos jogadores seja sempre positiva.

Diversidade de Jogos para Todos os Gostos O grande destaque da BG77 está na variedade de jogos disponíveis. A plataforma oferece desde clássicos populares até títulos modernos e cheios de recursos gráficos e sonoros envolventes.

Entre os mais procurados, estão os jogos de roleta digital, onde os jogadores podem testar sua sorte e habilidades com diferentes estratégias. Também fazem parte do catálogo os emocionantes jogos de cartas, como o pôquer e o blackjack, ideais para quem gosta de pensar e planejar cada movimento.

Os amantes de slots também encontram uma vasta seleção de máquinas com temas variados, desde aventuras no Egito Antigo até mundos futuristas. Os gráficos são de altíssima qualidade, e os efeitos sonoros contribuem para uma experiência totalmente imersiva.

Outro atrativo são os jogos ao vivo, onde o jogador pode interagir em tempo real com apresentadores e outros usuários, tornando cada rodada ainda mais empolgante. Essa função reforça o compromisso da BG77 com a inovação e a interatividade.

Experiência do Jogador: Diversão com Recompensas Reais A BG77 foi criada pensando no jogador brasileiro. Por isso, toda a interface da plataforma está em português, com opções de pagamento locais como Pix, boleto bancário e transferências diretas. Isso facilita não apenas os depósitos, mas também os saques, que são processados com rapidez e eficiência.

Outro ponto importante é o sistema de recompensas e bônus. Novos usuários recebem vantagens ao se cadastrarem, e jogadores frequentes são beneficiados com promoções exclusivas, rodadas grátis e programas de fidelidade. Tudo isso contribui para manter o nível de diversão sempre elevado.

Além disso, a comunidade BG77 é bastante ativa, com rankings, torneios e desafios entre os participantes. Isso cria um ambiente competitivo e, ao mesmo tempo, amigável, onde todos têm a chance de brilhar.

Conclusão A BG77 é mais do que uma simples plataforma de jogos — é um verdadeiro universo de entretenimento digital pensado para oferecer diversão, segurança e oportunidades reais de ganho. Com sua estrutura moderna, variedade de jogos e foco total na experiência do jogador, ela se consolida como uma das melhores opções disponíveis no Brasil atualmente. Se você busca emoção, desafios e recompensas, a BG77 é o lugar ideal para começar sua jornada.

@ cae03c48:2a7d6671

Bitcoin Magazine

JD Vance Says “Bitcoin Finally Has a Champion in the White House”

In a headline speech at the Bitcoin 2025 Conference today, U.S. Vice President JD Vance declared Bitcoin’s growing role in national policy and promised a new era of federal support under the Trump administration. “It’s great to be here with Bitcoin at $108k and to be the Vice President of the United States,” Vance opened. “This isn’t a conference of people. This is a movement.” 

Thanking David Bailey, and key figures like Cameron and Tyler Winklevoss, Vance emphasized, “They took a big step and everyone else followed.” He also shouted out Coinbase for their participation at the event as well.  

In sharp contrast to past administrations, Vance was clear: “What we’ve done in the Trump administration in digital asset policy is only the beginning. Crypto finally has a champion and an ally in the White House.” 

JUST IN: Vice President JD Vance said they’re going to fire every regulator like Gary Gensler. pic.twitter.com/awHYMEMQAg

— Bitcoin Magazine (@BitcoinMagazine) May 28, 2025

Vance underscored the grassroots energy of the Bitcoin community: “This gets decided by the people, by you—not unelected bureaucrats.”

He laid out three key priorities for the administration, the first being Widespread Adoption – “Fifty million Americans own Bitcoin. I think it’s gonna be 100 million before too long.” The second being Legislative Support– “We are optimistic the Senate will pass the clean GENIUS Act. Stablecoins don’t threaten the U.S. dollar—they’re a force multiplier for the economic mission.” And third, Clear Regulation – “We need a transparent regulatory framework that incorporates Bitcoin into the mainstream economy.”

Referencing broader concerns about institutional overreach, Vance said, “Crypto is a hedge against bad policymaking in Washington.” 

Promising protection and partnership from Washington, he vowed, “You deserve respect and support from your government—not bureaucrats trying to tear you down. We are ending the weaponization of federal agencies against this community.” 

Vance concluded stating, “Bitcoin is digital gold, but none of you are—unless you get involved,” discussing how Bitcoin is here to stay, but only if the American people get involved and build the industry. “Where Bitcoin is going is strategically important to the U.S. We’re gonna make the right decisions, and that depends on you being a part of the conversation.”

The message that Vance made was abundantly clear. Bitcoin is in the hands of the American people, and it is up to the citizens to make a lasting impact with it.

This post JD Vance Says “Bitcoin Finally Has a Champion in the White House” first appeared on Bitcoin Magazine and is written by Jenna Montgomery.

@ b83a28b7:35919450

This article was originally part of the sermon of Plebchain Radio Episode 110 (May 2, 2025) that nostr:nprofile1qyxhwumn8ghj7mn0wvhxcmmvqyg8wumn8ghj7mn0wd68ytnvv9hxgqpqtvqc82mv8cezhax5r34n4muc2c4pgjz8kaye2smj032nngg52clq7fgefr and I did with nostr:nprofile1qythwumn8ghj7ct5d3shxtnwdaehgu3wd3skuep0qyt8wumn8ghj7ct4w35zumn0wd68yvfwvdhk6tcqyzx4h2fv3n9r6hrnjtcrjw43t0g0cmmrgvjmg525rc8hexkxc0kd2rhtk62 and nostr:nprofile1qyxhwumn8ghj7mn0wvhxcmmvqyg8wumn8ghj7mn0wd68ytnvv9hxgqpq4wxtsrj7g2jugh70pfkzjln43vgn4p7655pgky9j9w9d75u465pqahkzd0 of the nostr:nprofile1qythwumn8ghj7ct5d3shxtnwdaehgu3wd3skuep0qyt8wumn8ghj7etyv4hzumn0wd68ytnvv9hxgtcqyqwfvwrccp4j2xsuuvkwg0y6a20637t6f4cc5zzjkx030dkztt7t5hydajn

Listen to the full episode here:

<https://fountain.fm/episode/Ln9Ej0zCZ5dEwfo8w2Ho>

---

Bitcoin has always been a narrative revolution disguised as code. White paper, cypherpunk lore, pizza‑day legends - every block is a paragraph in the world’s most relentless epic. But code alone rarely converts the skeptic; it’s the camp‑fire myth that slips past the prefrontal cortex and shakes hands with the limbic system. People don’t adopt protocols first - they fall in love with protagonists.

Early adopters heard the white‑paper hymn, but most folks need characters first: a pizza‑day dreamer; a mother in a small country, crushed by the cost of remittance; a Warsaw street vendor swapping złoty for sats. When their arcs land, the brain releases a neurochemical OP_RETURN which says, “I belong in this plot.” That’s the sly roundabout orange pill: conviction smuggled inside catharsis.

That’s why, from 22–25 May in Warsaw’s Kinoteka, the Bitcoin Film Fest is loading its reels with rebellion. Each documentary, drama, and animated rabbit‑hole is a stealth wallet, zipping conviction straight into the feels of anyone still clasped within the cold claw of fiat. You come for the plot, you leave checking block heights.

---

Here's the clip of the sermon from the episode:

nostr:nevent1qvzqqqqqqypzpwp69zm7fewjp0vkp306adnzt7249ytxhz7mq3w5yc629u6er9zsqqsy43fwz8es2wnn65rh0udc05tumdnx5xagvzd88ptncspmesdqhygcrvpf2

@ 10846a37:73b5f923

A plataforma 711BRL tem se destacado como uma das grandes promessas do entretenimento digital no Brasil. Com um visual moderno, navegação intuitiva e um catálogo impressionante de jogos, a 711BRL oferece uma experiência diferenciada para jogadores que buscam diversão, praticidade e segurança em um só lugar.

Uma Plataforma Moderna e Confiável Desde o primeiro acesso, é possível notar que a 711BRL foi desenvolvida com foco na experiência do usuário. O site é rápido, responsivo e compatível com todos os tipos de dispositivos, como computadores, tablets e smartphones. Isso permite que os jogadores aproveitem todos os recursos da plataforma em qualquer lugar, a qualquer momento.

A segurança também é um dos pilares da 711brl. A plataforma utiliza tecnologia de criptografia de ponta para proteger os dados pessoais e financeiros dos usuários, além de contar com métodos de pagamento amplamente conhecidos no Brasil, como PIX, boletos bancários e carteiras digitais. Tudo isso garante tranquilidade para quem deseja jogar sem preocupações.

Catálogo Variado de Jogos Um dos grandes atrativos da 711BRL é a diversidade de jogos disponíveis. A plataforma reúne títulos dos principais desenvolvedores do mercado, com gráficos de alta qualidade, trilhas sonoras envolventes e mecânicas inovadoras. Entre os destaques, estão:

Jogos de slots: Com temas variados, desde aventuras mitológicas até histórias futuristas, os slots são ideais para quem gosta de dinamismo e surpresas a cada rodada.

Jogos de mesa: Para quem prefere desafios estratégicos, a 711BRL oferece diferentes versões de roleta, blackjack e bacará, entre outros clássicos do entretenimento digital.

Jogos ao vivo: Com interações em tempo real com apresentadores profissionais, essa modalidade proporciona uma experiência imersiva, onde o jogador se sente parte da ação.

Além disso, a plataforma atualiza seu catálogo constantemente, trazendo novidades e lançamentos para manter a experiência sempre renovada.

Experiência do Jogador em Primeiro Lugar Outro diferencial da 711BRL é o cuidado com o jogador. A plataforma conta com um atendimento ao cliente eficiente, disponível 24 horas por dia, sete dias por semana, por meio de chat ao vivo e e-mail. A equipe está sempre pronta para tirar dúvidas, resolver problemas e orientar os usuários em qualquer etapa do processo.

A navegação é intuitiva, com menus bem organizados e filtros que facilitam a busca pelos jogos favoritos. Novos usuários encontram tutoriais e guias explicativos, o que ajuda muito na adaptação inicial e permite que todos aproveitem ao máximo cada funcionalidade oferecida.

Para completar, a 711BRL promove campanhas promocionais frequentes, com bônus de boas-vindas, rodadas grátis e sorteios exclusivos, sempre com regras claras e acessíveis. Isso contribui para uma experiência mais empolgante e recompensadora.

Conclusão A 711BRL é mais do que uma simples plataforma de jogos: é um ambiente completo de entretenimento online, que une tecnologia, variedade e suporte de qualidade. Ideal para jogadores iniciantes e experientes, o site oferece tudo o que é necessário para uma jornada divertida, segura e cheia de possibilidades. Se você busca uma nova forma de se divertir online, a 711BRL é, sem dúvidas, uma excelente escolha.

@ 502ab02a:a2860397

เรามาดู แลคเชอร์ประวัติศาสตร์ ที่พลิกโลกแห่งการเกษตรและอาหารของมนุษย์ชาติกันครับ เรามาดูความแยบยลที่สามารถจูงใจคนมากมายให้เห็นถึงข้อดีของเนื้อจากแลบ เขาทำได้ยังไง เรามาศึกษาการสื่อสารกันครับ

เรื่องมันเริ่มจากการประชุม World Economic Forum ปี 2015 ที่ศาสตราจารย์ Mark Post นักเภสัชวิทยาชาวดัตช์ ที่เรารู้จักกันไปแล้ว ซึ่งตอนนั้นเป็นศาสตราจารย์ด้านสรีรวิทยาของหลอดเลือดอยู่ที่ Maastricht University และเป็นผู้ร่วมก่อตั้งบริษัท Mosa Meat ได้ลุกขึ้นมาเล่าเรื่อง "เนื้อเพาะเลี้ยง" หรือ cultured meat ให้คนทั้งห้องฟัง

สิ่งที่เขาพูดมันไม่ใช่แค่นวัตกรรมใหม่ แต่คือคำเตือนที่จริงจัง ว่าถ้ามนุษย์ยังผลิตเนื้อสัตว์แบบเดิม เรากำลังวิ่งเข้าใกล้ปัญหาใหญ่ที่รออยู่ข้างหน้า

ศาสตราจารย์ Post เล่าไว้ได้น่าสนใจมาก เขาบอกว่าแค่จะได้แฮมเบอร์เกอร์ 1 ชิ้นขนาดหนึ่งในสี่ปอนด์ เราต้องใช้เมล็ดธัญพืช 7 ปอนด์ ใช้น้ำจืด 50 แกลลอน และพื้นที่ดินอีก 70 ตารางฟุต นั่นแปลว่าเรากำลังเปลี่ยนของดีในธรรมชาติ ข้าว น้ำ ดิน ไปเป็นของที่กินหมดใน 10 นาที แล้วหิวใหม่ได้ในอีกครึ่งชั่วโมง

เหตุผลก็เพราะวัวมันไม่ได้แปลงโปรตีนพืชมาเป็นเนื้อได้มีประสิทธิภาพนัก พูดอีกแบบคือ มันเปลืองเกินไป

ตอนนี้พื้นที่เพาะปลูกของโลกกว่า 70% ถูกใช้ไปในการผลิตเนื้อสัตว์ คิดดูสิว่าถ้าเราหาทางที่ดีกว่านี้ได้ เราจะมีพื้นที่ว่างกลับคืนมาแค่ไหน

แถมวัวไม่ใช่แค่กินเก่งนะ ยังปล่อยก๊าซเก่งด้วย โดยเฉพาะมีเทนที่ทำให้โลกร้อนพอๆ กับอุตสาหกรรมการขนส่งเลยทีเดียว ศาสตราจารย์ Post เล่าว่า ทุกครั้งที่เขาเห็นวัวยืนเคี้ยวหญ้า เขาไม่ได้เห็นแค่วัว...แต่เห็นเมฆก๊าซมีเทนลอยมาด้วย

และที่น่าคิดคือ เมื่อรายได้ของคนในอินเดียหรือจีนสูงขึ้น พวกเขาจะกินเนื้อเพิ่มตามรายได้ ซึ่งสถิติบอกว่าภายในปี 2050 ความต้องการเนื้อสัตว์จะเพิ่มขึ้นเป็น สองเท่า จากปัจจุบัน

แต่ศาสตราจารย์ก็ไม่ได้มองว่าเนื้อเป็นปีศาจ เขาบอกว่า มนุษย์ถูกสร้างมาให้รักเนื้อ เนื้อคือสิ่งที่มาพร้อมวิวัฒนาการ เราได้พลังงานจากมัน สมองเราใหญ่ขึ้นเพราะมัน และกลายเป็นมนุษย์เพราะมัน

แม้จะมีคนอีกกว่าสองพันล้านที่เป็นมังสวิรัติ ส่วนใหญ่อาจเพราะไม่มีทางเลือก แต่อย่างน้อยพวกเขาก็อยู่รอดได้ แต่ก็ปฏิเสธไม่ได้ว่า คนที่เคยล่า เคยกินเนื้อ จะรู้สึกตื่นเต้นทุกครั้งที่ได้แบ่งเนื้อกันบนโต๊ะ

ศาสตราจารย์ Post เองก็ยังชอบกินเนื้อ แต่เขาอยากได้เนื้อที่ได้มาจากทางเลือกที่ดีกว่า ไม่ใช่ทางที่พาโลกเข้า ICU

เนื้อเพาะเลี้ยงเริ่มจากหลักการง่ายๆ ที่เรารู้มาตั้งแต่ช่วงปี 2000 ว่า ในกล้ามเนื้อของสัตว์มี สเต็มเซลล์ รอคอยจะซ่อมแซมเนื้อเยื่อหากมันได้รับบาดเจ็บ

แค่เอาชิ้นกล้ามเนื้อเล็กๆ จากวัว ขนาดแค่ 1 ซม. x 1 มม. มาแยกสเต็มเซลล์ออกมาเลี้ยงให้ขยายตัว

เฮียว่าอันนี้น่าทึ่งมาก เพราะจากตัวอย่างเล็กๆ ชิ้นเดียว สามารถผลิตเนื้อวัวได้ถึง 10,000 กิโลกรัม เลยนะ!

แปลว่าเราสามารถลดจำนวนวัวทั้งโลกจากครึ่งพันล้านตัว เหลือแค่ประมาณ 30,000 ตัวได้เลย

และถ้าให้เซลล์กล้ามเนื้อพวกนี้อยู่ในสภาพแวดล้อมที่เหมาะสม มันก็จะเริ่มสร้างกล้ามเนื้อขึ้นมาเอง โดยเฉพาะถ้าเรากระตุ้นให้มันรู้สึกเหมือนกำลัง “ออกกำลัง” อยู่ เช่น ใส่แรงตึงเข้าไป

ทีมนักวิจัยของเขาเลี้ยงเซลล์เหล่านี้ให้เติบโตในรูปวงแหวนคล้ายโดนัท ครบ 3 สัปดาห์ กล้ามเนื้อจะเริ่มหดตัว สร้างความตึง และกลายเป็นเนื้อกล้ามเนื้อแบบเต็มตัวที่ดูไม่ต่างจากกล้ามเนื้อในสเต็กจริงๆ เลย

ปี 2013 ทีมของ Mark Post ผลิตเส้นใยกล้ามเนื้อจำนวน 10,000 เส้น เอามาทำแฮมเบอร์เกอร์ และนำไปเปิดตัวในงานแถลงข่าวที่ลอนดอน เป็นเหมือนการโชว์ทำอาหารผสมกับเปิดงานวิจัย

จุดประสงค์คือจะพิสูจน์ให้โลกเห็นว่า “เฮ้ย! สิ่งนี้ไม่ใช่แค่ไอเดียลอยๆ แต่มันทำได้จริง และจำเป็นต้องทำจริงๆ เพราะเรากำลังจะเจอวิกฤต”

ราคาแฮมเบอร์เกอร์ตอนนั้นคือ 250,000 ยูโร

มีเชฟผู้กล้าปรุง และอาสาสมัครสองคนลองชิม พวกเขาบอกว่า “ก็โอเคในฐานะเบอร์เกอร์ราคาเท่านี้ แต่ก็อยากได้รสเข้มกว่านี้หน่อย” เพราะยังไม่มีไขมัน เลยรสจืดไปหน่อย

แต่ที่สำคัญคือ พวกเขายืนยันว่า “มันคือเนื้อจริงๆ” ทั้งเนื้อสัมผัสและโครงสร้าง

แค่มีต้นแบบยังไม่พอ เพราะจะทำให้ขายได้จริง ต้องผ่านด่านสำคัญ เนื้อต้องผลิตได้โดยใช้ทรัพยากรน้อยกว่าการเลี้ยงวัวจริง การประเมินเบื้องต้นจาก University of Oxford พบว่า เนื้อเพาะเลี้ยงใช้พื้นที่น้อยลง 90% น้ำลดลง 90% พลังงานลดลง 60–70%

ทุกอย่างที่ใช้ในการเลี้ยงเซลล์ต้องมีจำนวนมากพอหรือหมุนเวียนใช้ได้ ที่น่าหนักใจคือ การเลี้ยงเซลล์ต้องใช้ “ซีรั่มจากลูกวัว” ซึ่งได้มาจากเลือดวัว ถ้าลดจำนวนวัว เราก็ไม่มีซีรั่ม แต่ตอนนี้มีงานพัฒนาไปเยอะแล้ว กำลังหาวิธีทำเซลล์กล้ามเนื้อโดยไม่ต้องพึ่งซีรั่มจากสัตว์

ไม่ใช่แค่โปรตีน แต่ต้องเป็น "เนื้อ" ในทุกความรู้สึก นักวิจัยพยายามปรับสภาพแวดล้อมการเพาะเลี้ยง เช่น ความเข้มข้นของออกซิเจน เพื่อให้เซลล์แสดงโปรตีนสำคัญ เช่น myoglobin ที่ทำให้เนื้อมีสีและรสชาติเหมือนเนื้อจริง

การยอมรับของผู้บริโภคเป็นอีกด่านสำคัญที่เนื้อเพาะเลี้ยงต้องข้ามผ่านให้ได้ ไม่ใช่แค่เรื่องรสชาติหรือคุณค่าทางโภชนาการเท่านั้น แต่ยังเป็นเรื่องของ "ใจ" ที่ต้องเปิดรับสิ่งใหม่ที่ไม่คุ้นเคย ศาสตราจารย์ Post เล่าว่า ในการสำรวจผู้บริโภคในอังกฤษและเนเธอร์แลนด์ พบว่ามีคนไม่น้อยที่ยินดีจะลองกินเนื้อเพาะเลี้ยง ถึง 52% ของชาวดัตช์ และ 60% ของชาวอังกฤษเลยทีเดียว

เขาเปรียบเทียบว่า จริงๆ แล้ว คนเรายอมกินฮอทดอกโดยไม่รู้ด้วยซ้ำว่าทำมาจากอะไร หรือผ่านอะไรมาบ้าง ขอแค่มัน "อร่อย ถูก และดูปลอดภัย" ก็เพียงพอแล้วสำหรับคนส่วนใหญ่ ดังนั้นเนื้อเพาะเลี้ยงจึงไม่ต่างกันมากนัก ขอเพียงให้คนรู้สึกว่า “กินแล้วไม่ตาย” และ “ไม่ได้แปลกจนใจฝ่อ” เท่านั้นแหละ วันหนึ่งมันก็จะกลายเป็นของธรรมดาในตู้เย็นเหมือนกับโยเกิร์ตหรือไส้กรอกนั่นเอง

ในด้านของราคา แม้จะยังไม่ถูกเท่าไส้กรอกในซูเปอร์ แต่ก็ลดลงมาไกลจากจุดเริ่มต้นแบบสุดๆ จากชิ้นต้นแบบราคา 250,000 ดอลลาร์ในปี 2013 ตอนนี้ต้นทุนลดลงมาเหลือประมาณ 65 ดอลลาร์ต่อกิโลกรัม (ยังไม่รวมเทคโนโลยีล้ำหน้าอื่นๆ ที่กำลังพัฒนาอยู่) ซึ่งก็ถือว่าอยู่ในระดับเดียวกับเนื้อวากิวหรือสเต๊กเกรดพรีเมียมเลยทีเดียว เป้าหมายคือทำให้ถูกลงอีก และผลิตได้ในระดับอุตสาหกรรมให้เพียงพอกับคนทั้งโลก ไม่ใช่ของฟุ่มเฟือยสำหรับคนรวยเท่านั้น

แต่วิสัยทัศน์ที่น่าสนใจจริงๆ คือ ภาพของอนาคตที่ศาสตราจารย์ Post วาดไว้ เขาเชื่อว่าเทคโนโลยีนี้เรียบง่ายพอที่จะขยายไปสู่ครัวเรือนหรือชุมชนเล็กๆ ได้ วันหนึ่งเราอาจได้เห็นการเพาะเลี้ยงเซลล์จากหมูที่เลี้ยงอยู่ข้างบ้าน แล้วเอาไปปั่นเป็นหมูสับแบบสดใหม่ ไม่ต้องฆ่าสัตว์ ไม่ต้องส่งโรงงาน ไม่ต้องตัดต่อพันธุกรรม แค่นั่งรอเหมือนหมักแป้งเปรี้ยว แล้วได้เนื้อสดๆ มาใส่ต้มจืด

และนั่นแหละคือ "การเปลี่ยนกรอบคิดเรื่องเนื้อสัตว์" แบบพลิกฝ่ามือ

มันจะไม่ใช่เรื่องการฆ่าอีกต่อไป ไม่ใช่เรื่องของฟาร์มกลิ่นฉี่ หรือสายพานโรงฆ่าสัตว์ มันจะเป็น "ผลิตภัณฑ์ใหม่" ที่เราสร้างได้ ควบคุมได้ และปรับแต่งได้ เช่น เพิ่มโอเมก้า 3 ในเซลล์ไขมันให้สูงขึ้น หรือทำให้เนื้อไม่มีคอเลสเตอรอลเลยก็ยังได้

แม้ศาสตราจารย์ Post จะเน้นเรื่องความมั่นคงทางอาหารและผลกระทบต่อสิ่งแวดล้อมเป็นหลัก แต่เขาก็ยอมรับว่า สำหรับคนกินทั่วๆ ไป ประเด็นที่ "ไม่มีสัตว์ต้องเจ็บปวด" จะกลายเป็นจุดขายที่สำคัญในใจของผู้บริโภค

เขาเชื่อว่า เมื่อวันนั้นมาถึง วันที่เรายืนอยู่หน้าตู้แช่ในซูเปอร์ แล้วเห็นผลิตภัณฑ์สองชิ้นวางข้างกัน — หนึ่งคือเนื้อวัวที่มาจากฟาร์ม และอีกหนึ่งคือเนื้อเพาะเลี้ยงที่ไม่เคยมีวัวต้องร้องไห้แม้แต่นิดเดียว — การตัดสินใจอาจจะไม่ง่าย แต่ "จะมีคนจำนวนมากขึ้นเรื่อยๆ ที่เลือกแบบไม่ต้องฆ่า"

เพราะสุดท้าย เราไม่ได้แค่กินเนื้อ… เรากำลังกิน “ความเชื่อ” ลงไปด้วย #pirateketo #กูต้องรู้มั๊ย #ม้วนหางสิลูก #siamstr

ใครสนใจดูคลิปก็กดตรงนี้ได้ครับ https://youtu.be/1lI9AwxKfTY?si=6CDBUl2yGBoHWc-P

@ 866e0139:6a9334e5

Autor: Milosz Matuschek. Dieser Beitrag wurde mit dem Pareto-Client geschrieben. Sie finden alle Texte der Friedenstaube und weitere Texte zum Thema Frieden hier. Die neuesten Pareto-Artikel finden Sie auch in unserem Telegram-Kanal.

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Die neuesten Artikel der Friedenstaube gibt es jetzt auch im eigenen Friedenstaube-Telegram-Kanal.

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Der Schweizer Historiker Daniele Ganser startet eine Plakataktion. Auf Facebook schreibt er:

"Dieses Plakat habe ich ab heute an sechs Bahnhöfen in der Schweiz aufhängen lassen: Die Schweiz muss die Neutralität bewahren. Keine Zusammenarbeit mit der NATO!

Die Aktion läuft eine Woche. Das Plakat hängt in Basel (Gleis 5 und 7), Zürich (Gleis 9 und 12), Bern (Gleis 3 und 11), Luzern (Gleis 7 und 11), St. Gallen (Gleis 1 und 2) und Chur (Gleis 4 und Arosabahn).

Wenn jemand ein Plakat sieht und fotografiert und es mir per Email schickt freut mich das!

https://globalbridge.ch/die-schweiz-muss-die.../

Daniele Ganser kann man über folgende Seite kontaktieren.

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Milosz Matuschek

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BYLADEM1TST

Sparkasse Traunstein-Trostberg

Betreff: Friedenstaube

Wenn Sie auf anderem Wege beitragen wollen, schreiben Sie die Friedenstaube an: friedenstaube@pareto.space

---

Sie sind noch nicht auf Nostr and wollen die volle Erfahrung machen (liken, kommentieren etc.)? Zappen können Sie den Autor auch ohne Nostr-Profil! Erstellen Sie sich einen Account auf Start. Weitere Onboarding-Leitfäden gibt es im Pareto-Wiki.

@ df67f9a7:2d4fc200

Anyone who thinks that “onboarding new users” is simply a technical challenge of educating people about “how Nostr works”, is grossly mistaken about social networks in general and blind to what makes Nostr so special.

Social Networks are for Friends

Relationship building is why people use social networks. Connecting with friends and loved ones (and colleagues and customers also) is the obvious reason to join, and should be the primary objective in any onboarding endeavor. Everything else “about the technology” only needs to be introduced “as needed” in order for each new user to achieve this goal.

The Nostr Network Requires Trusted Friendships

To thrive at scale, Nostr needs to have established and interconnected “webs of trusted friends” for “verifying” authentic profiles and quality content. This PgP strategy for decentralized trust implemented on Nostr, is the best way to keep bots and bad actors at bay while preserving freedom and sovereignty for every user. Even though Nostr still doesn’t have a standard for determining who “is trusted” for any one user across all clients, we can already build tools to onboard new friends of the highest quality trust. Leveraging existing relationships, “webs of trust” can be strengthened even at this early stage simply by advocates “inviting friends to Nostr”.

Nostr is New and Already Full of Trusted Friends

But it won’t be for long. Bots and bad actors are relatively “easy” to keep at bay today because the Nostr userbase is still small. People who come to Nostr and STAY have mostly been a self selecting group of “freedom tech fans”. We like it this way, and are generally happy to be here. The comraderie is refreshing. But the more people that come to Nostr, the more Nostr will attract different kinds of people.

This is already happening. Nostr is growing at the edges, reaching out beyond the “freedom tech fans” and attracting a number of “less committed” (and some nefarious) individuals here and there. Who sticks around? The “friends of freedom tech fans” stick around longer because they have friends here. WAY BEFORE even considering how “the network effect” will take over, Nostr needs to solve for retention by bringing more “trusted friends” into the network. Social onboarding tools will allow us to share Nostr to “friends of freedom tech fans” and beyond, establishing interconnected “webs of trust” that are increasingly impermeable to bots and bad actors.

Nostr is Freedom Tech that People Want to Share

Creators and influencers of every kind share Nostr (and Nostr content) every day. This phenomenon is a gold mine for onboarding, and can be supported with tools and incentives. Driven by the fact that Nostr is an open protocol, owned by nobody and available for anybody to build upon and profit from, the passion for sharing Nostr will never wane. But our userbase may fall off, if people become disenchanted by undesirable content or lack of good follows. This is why onboarding efforts, to attract more “friends” to the network, are so important. Leveraging the “share worthy” phenomenon of Nostr itself to grow Nostr’s networks of “trusted friends” seems like a no brainer. But for this strategy to work, it needs to be win win win for all parties.

Everybody Wins with More Trusted Users on Nostr

Even as standards for qualifying trust are still being refined, “social onboarding” increases the ratio of “more” trusted over “less” trusted users across the network.

Developers Win

With more trusted users on the network, Nostr developers win by being able to attract an increasingly diverse range of business partners to sponsor their projects.

Sponsors Win

An increase in trusted usership equates to more “real people” perusing “desired content” and more chances for brands to engage “organically” with target audiences. Marketing opportunities increase with trust.

Advocates Win

Simply by sharing Nostr with their friends, Advocates support the sustained growth of trust across the network. Valuable zap reward programs to incentivize high quality onboarding efforts are easily justified and funded by social onboarding clients and their sponsors.

Users Win

More trusted users across the network means more trustworthy content in every feed and more easily discoverable friends and new follows regardless of the client or algorithm used.

Nostr Wins

More trusted users on the network means more “high quality” trust connections between each user. Strong webs of trust is what keeps out bots and bad actors, and is essential for stability as Nostr scales.

Social Onboarding Clients Bring Trust to Nostr

Having more tools for “sharing Nostr with friends” is how Nostr wins. Any client can have capacity for “Social Onboarding”. This may be a dedicated onboarding client or a feature set within a social client. A client that offers “Social Onboarding” will support Nostr advocates and the users that they invite. These should have the following feature set :

• Nostr advocates may create and share any number of customizable “Nostr invites” for different audiences or occasions. Each may have different reccomendations, or access codes, or expiry options. (A NIP is in the works)
• Nostr invite QR codes (and shareable URLs) should resolve to a WEB based interface for prospective (and existing) users who MAY NOT have a client or browser extension already installed.
• Each invite should (within the onboarding client) provide access to low friction profile creation AND advocate reccomended lists of new friends, interest groups, preferred clients, best relays, and other stuff.
• Private key generation and management for new users should be handled entirely within the onboarding client (using NIP standards without a browser extension or external bunker app) to reduce friction at this crucial moment.
• A human readable Nostr address (NIP05 or some future NIP) should be generated automatically for all new users.
• New account creation should result immediately in a direct message or group thread of private “gift wrap” encrypted messages. This thread acts as the new user’s “first contact” with the advocate (possibly others as well) and an anchor for exploring the rest of Nostr.
• Invite “receipt” data (who invited who) should be “gift wrap” encrypted, accessible only to the advocate and new user. Clients wishing to use this data for analytics MAY request access from BOTH parties.
• Top Advocates may be calculated by the client (using data from invite receipts OR from public Nostr usage metrics), and awards may be offered.
• Advocates may also be supported by the client through access to private “advocate support” groups and communities over the Nostr network.

Support Social Onboarding for Nostr

Meet Me On Nostr is an app for sharing Nostr with friends via advocate invites. It is a reference client to demonstrate the power of Social Onboarding for Nostr. The first launch of "feature complete" client is expected in fall 2024.

This is a “bootstrap” funded project in active development. We are not grant funded or VC funded. Instead, we are looking to pay our developers by sponsorships from “Nostr adjacent” businesses who want to increase brand recognition over this new social network.

Is Your Business Nostr Adjacent?

“I’d like to advertise on Nostr but it’s “not quite ready” says our marketing team.”

“It has potential, and we have alignment, but the technology is still a bit rough.”

“Nostr is a perfect fit for our “target audience”, but there simply aren’t enough people using it.”

If your business is aligned with freedom technology, and the people who build and use Nostr, then NOW is the perfect time to sponsor Social Onboarding. Help grow Nostr’s base of trusted users and engage directly with Nostr’s most active advocates and influencers as it scales.

Release Nostr’s Superpower

When Nostr advocates are equipped and incentivized to share Nostr with their friends, nothing can stop this network from growing and growing and growing ever more secure and interconnected networks of trusted users.

Onboarding and retaining trusted users as Nostr scales will require so much more than just pointing people to “how Nostr works” content. Nostr’s true power lies dormant in the existing relationships that Nostr users already have outside of Nostr. Leveraging this power is what Social Onboarding is all about. Social Onboarding is Nostr’s superpower.

Contribute to the Geyser Fund

@ 39cc53c9:27168656

Read the original blog post

Know Your Customer is a regulation that requires companies of all sizes to verify the identity, suitability, and risks involved with maintaining a business relationship with a customer. Such procedures fit within the broader scope of anti-money laundering (AML) and counterterrorism financing (CTF) regulations.

Banks, exchanges, online business, mail providers, domain registrars... Everyone wants to know who you are before you can even opt for their service. Your personal information is flowing around the internet in the hands of "god-knows-who" and secured by "trust-me-bro military-grade encryption". Once your account is linked to your personal (and verified) identity, tracking you is just as easy as keeping logs on all these platforms.

Rights for Illusions

KYC processes aim to combat terrorist financing, money laundering, and other illicit activities. On the surface, KYC seems like a commendable initiative. I mean, who wouldn't want to halt terrorists and criminals in their tracks?

The logic behind KYC is: "If we mandate every financial service provider to identify their users, it becomes easier to pinpoint and apprehend the malicious actors."

However, terrorists and criminals are not precisely lining up to be identified. They're crafty. They may adopt false identities or find alternative strategies to continue their operations. Far from being outwitted, many times they're several steps ahead of regulations. Realistically, KYC might deter a small fraction – let's say about 1% ^1 – of these malefactors. Yet, the cost? All of us are saddled with the inconvenient process of identification just to use a service.

Under the rhetoric of "ensuring our safety", governments and institutions enact regulations that seem more out of a dystopian novel, gradually taking away our right to privacy.

To illustrate, consider a city where the mayor has rolled out facial recognition cameras in every nook and cranny. A band of criminals, intent on robbing a local store, rolls in with a stolen car, their faces obscured by masks and their bodies cloaked in all-black clothes. Once they've committed the crime and exited the city's boundaries, they switch vehicles and clothes out of the cameras' watchful eyes. The high-tech surveillance? It didn’t manage to identify or trace them. Yet, for every law-abiding citizen who merely wants to drive through the city or do some shopping, their movements and identities are constantly logged. The irony? This invasive tracking impacts all of us, just to catch the 1% ^1 of less-than-careful criminals.

KYC? Not you.

KYC creates barriers to participation in normal economic activity, to supposedly stop criminals. ^2

KYC puts barriers between many users and businesses. One of these comes from the fact that the process often requires multiple forms of identification, proof of address, and sometimes even financial records. For individuals in areas with poor record-keeping, non-recognized legal documents, or those who are unbanked, homeless or transient, obtaining these documents can be challenging, if not impossible.

For people who are not skilled with technology or just don't have access to it, there's also a barrier since KYC procedures are mostly online, leaving them inadvertently excluded.

Another barrier goes for the casual or one-time user, where they might not see the value in undergoing a rigorous KYC process, and these requirements can deter them from using the service altogether.

It also wipes some businesses out of the equation, since for smaller businesses, the costs associated with complying with KYC norms—from the actual process of gathering and submitting documents to potential delays in operations—can be prohibitive in economical and/or technical terms.

You're not welcome

Imagine a swanky new club in town with a strict "members only" sign. You hear the music, you see the lights, and you want in. You step up, ready to join, but suddenly there's a long list of criteria you must meet. After some time, you are finally checking all the boxes. But then the club rejects your membership with no clear reason why. You just weren't accepted. Frustrating, right?

This club scenario isn't too different from the fact that KYC is being used by many businesses as a convenient gatekeeping tool. A perfect excuse based on a "legal" procedure they are obliged to.

Even some exchanges may randomly use this to freeze and block funds from users, claiming these were "flagged" by a cryptic system that inspects the transactions. You are left hostage to their arbitrary decision to let you successfully pass the KYC procedure. If you choose to sidestep their invasive process, they might just hold onto your funds indefinitely.

Your identity has been stolen

KYC data has been found to be for sale on many dark net markets^3. Exchanges may have leaks or hacks, and such leaks contain very sensitive data. We're talking about the full monty: passport or ID scans, proof of address, and even those awkward selfies where you're holding up your ID next to your face. All this data is being left to the mercy of the (mostly) "trust-me-bro" security systems of such companies. Quite scary, isn't it?

As cheap as $10 for 100 documents, with discounts applying for those who buy in bulk, the personal identities of innocent users who passed KYC procedures are for sale. ^3

In short, if you have ever passed the KYC/AML process of a crypto exchange, your privacy is at risk of being compromised, or it might even have already been compromised.

(they) Know Your Coins

You may already know that Bitcoin and most cryptocurrencies have a transparent public blockchain, meaning that all data is shown unencrypted for everyone to see and recorded forever. If you link an address you own to your identity through KYC, for example, by sending an amount from a KYC exchange to it, your Bitcoin is no longer pseudonymous and can then be traced.

If, for instance, you send Bitcoin from such an identified address to another KYC'ed address (say, from a friend), everyone having access to that address-identity link information (exchanges, governments, hackers, etc.) will be able to associate that transaction and know who you are transacting with.

Conclusions

To sum up, KYC does not protect individuals; rather, it's a threat to our privacy, freedom, security and integrity. Sensible information flowing through the internet is thrown into chaos by dubious security measures. It puts borders between many potential customers and businesses, and it helps governments and companies track innocent users. That's the chaos KYC has stirred.

The criminals are using stolen identities from companies that gathered them thanks to these very same regulations that were supposed to combat them. Criminals always know how to circumvent such regulations. In the end, normal people are the most affected by these policies.

The threat that KYC poses to individuals in terms of privacy, security and freedom is not to be neglected. And if we don’t start challenging these systems and questioning their efficacy, we are just one step closer to the dystopian future that is now foreseeable.

Edited 20/03/2024 * Add reference to the 1% statement on Rights for Illusions section to an article where Chainalysis found that only 0.34% of the transaction volume with cryptocurrencies in 2023 was attributable to criminal activity ^1

@ 048ecb14:7c28ac78

I recently set up a Raspberry Pi camera server that's so minimal and straightforward, I thought it was worth sharing. This isn't one of those over-engineered solutions with fancy features - it's just a basic, reliable camera feed accessible from any browser on my local network.

The Goal

I wanted something that: 1. Starts automatically when the Pi boots up 2. Captures images at regular intervals 3. Shows the latest image in a simple web page accessible from any device 4. Doesn't require complex setup or dependencies 5. Uses minimal resources on my old Raspberry Pi

The Hardware

Nothing fancy here: - Raspberry Pi 2B (yes, the ancient one from 2015!) - Raspberry Pi Camera Module (standard version) - Power supply - That's it!

The Result

The interface is minimal but does the job. It shows the latest image and auto-refreshes every couple of seconds.

How to Get Set Up

Getting this running on your own Pi is super simple:

1. Make sure your camera module is connected and enabled bash sudo raspi-config # Navigate to Interface Options > Camera and enable it

2. Install the only dependency, ImageMagick (for rotation) bash sudo apt update sudo apt install imagemagick

3. Clone the repository, and navigate to the implementation's directory bash git clone https://github.com/rewolf/RpiCameraViewer cd simple

4. Start the camera server bash ./start_camera_server.sh

5. Access the feed from any device on your network http://your-pi-ip-address:8080

That's it! No complex configuration, no fancy dependencies.

For more details consider reading the README

To make it start automatically on boot:

Add the following, with your specific installation path ```bash crontab -e

Add this line:

@reboot cd /path/to/RpiCameraViewer/simple && ./start_camera_server.sh ```

Configuration

There's not much configuration, but you can tweak few variables at the top of the capture.sh file to modify width, height, rotation, quality, etc:

bash QUALITY=90 WIDTH=720 HEIGHT=1280 ROTATION=90 # Set to 0 to disable rotation

How It Works

The solution is very basic:

1. A bash script (capture.sh) captures photos every few seconds by running libcamera-still and sending a SIGUSR1 interrupt to signal it to capture a snapshot
2. The snapshot is rotated as needed with ImageMagick and saved with timestamps
3. A symbolic link is updated to point to the latest image
4. A minimal Python HTTP server serves a basic webpage showing the current image (the symlink), rendered to an HTML canvas

Note it does expose that directory to the whole LAN on :8080.

---

Give it a try if you need something like that quickly.

I have a plan to make a better implementation planned at some point, but for now this will do.

@ 04c915da:3dfbecc9

Bitcoin has always been rooted in freedom and resistance to authority. I get that many of you are conflicted about the US Government stacking but by design we cannot stop anyone from using bitcoin. Many have asked me for my thoughts on the matter, so let’s rip it.

Concern

One of the most glaring issues with the strategic bitcoin reserve is its foundation, built on stolen bitcoin. For those of us who value private property this is an obvious betrayal of our core principles. Rather than proof of work, the bitcoin that seeds this reserve has been taken by force. The US Government should return the bitcoin stolen from Bitfinex and the Silk Road.

Using stolen bitcoin for the reserve creates a perverse incentive. If governments see bitcoin as a valuable asset, they will ramp up efforts to confiscate more bitcoin. The precedent is a major concern, and I stand strongly against it, but it should be also noted that governments were already seizing coin before the reserve so this is not really a change in policy.

Ideally all seized bitcoin should be burned, by law. This would align incentives properly and make it less likely for the government to actively increase coin seizures. Due to the truly scarce properties of bitcoin, all burned bitcoin helps existing holders through increased purchasing power regardless. This change would be unlikely but those of us in policy circles should push for it regardless. It would be best case scenario for American bitcoiners and would create a strong foundation for the next century of American leadership.

Optimism

The entire point of bitcoin is that we can spend or save it without permission. That said, it is a massive benefit to not have one of the strongest governments in human history actively trying to ruin our lives.

Since the beginning, bitcoiners have faced horrible regulatory trends. KYC, surveillance, and legal cases have made using bitcoin and building bitcoin businesses incredibly difficult. It is incredibly important to note that over the past year that trend has reversed for the first time in a decade. A strategic bitcoin reserve is a key driver of this shift. By holding bitcoin, the strongest government in the world has signaled that it is not just a fringe technology but rather truly valuable, legitimate, and worth stacking.

This alignment of incentives changes everything. The US Government stacking proves bitcoin’s worth. The resulting purchasing power appreciation helps all of us who are holding coin and as bitcoin succeeds our government receives direct benefit. A beautiful positive feedback loop.

Realism

We are trending in the right direction. A strategic bitcoin reserve is a sign that the state sees bitcoin as an asset worth embracing rather than destroying. That said, there is a lot of work left to be done. We cannot be lulled into complacency, the time to push forward is now, and we cannot take our foot off the gas. We have a seat at the table for the first time ever. Let's make it worth it.

We must protect the right to free usage of bitcoin and other digital technologies. Freedom in the digital age must be taken and defended, through both technical and political avenues. Multiple privacy focused developers are facing long jail sentences for building tools that protect our freedom. These cases are not just legal battles. They are attacks on the soul of bitcoin. We need to rally behind them, fight for their freedom, and ensure the ethos of bitcoin survives this new era of government interest. The strategic reserve is a step in the right direction, but it is up to us to hold the line and shape the future.

@ fe32298e:20516265

Today I learned how to install NVapi to monitor my GPUs in Home Assistant.

NVApi is a lightweight API designed for monitoring NVIDIA GPU utilization and enabling automated power management. It provides real-time GPU metrics, supports integration with tools like Home Assistant, and offers flexible power management and PCIe link speed management based on workload and thermal conditions.

• GPU Utilization Monitoring: Utilization, memory usage, temperature, fan speed, and power consumption.
• Automated Power Limiting: Adjusts power limits dynamically based on temperature thresholds and total power caps, configurable per GPU or globally.
• Cross-GPU Coordination: Total power budget applies across multiple GPUs in the same system.
• PCIe Link Speed Management: Controls minimum and maximum PCIe link speeds with idle thresholds for power optimization.
• Home Assistant Integration: Uses the built-in RESTful platform and template sensors.

Getting the Data

sudo apt install golang-go git clone https://github.com/sammcj/NVApi.git cd NVapi go run main.go -port 9999 -rate 1 curl http://localhost:9999/gpu

Response for a single GPU: [ { "index": 0, "name": "NVIDIA GeForce RTX 4090", "gpu_utilisation": 0, "memory_utilisation": 0, "power_watts": 16, "power_limit_watts": 450, "memory_total_gb": 23.99, "memory_used_gb": 0.46, "memory_free_gb": 23.52, "memory_usage_percent": 2, "temperature": 38, "processes": [], "pcie_link_state": "not managed" } ]

Response for multiple GPUs: [ { "index": 0, "name": "NVIDIA GeForce RTX 3090", "gpu_utilisation": 0, "memory_utilisation": 0, "power_watts": 14, "power_limit_watts": 350, "memory_total_gb": 24, "memory_used_gb": 0.43, "memory_free_gb": 23.57, "memory_usage_percent": 2, "temperature": 36, "processes": [], "pcie_link_state": "not managed" }, { "index": 1, "name": "NVIDIA RTX A4000", "gpu_utilisation": 0, "memory_utilisation": 0, "power_watts": 10, "power_limit_watts": 140, "memory_total_gb": 15.99, "memory_used_gb": 0.56, "memory_free_gb": 15.43, "memory_usage_percent": 3, "temperature": 41, "processes": [], "pcie_link_state": "not managed" } ]

Start at Boot

Create /etc/systemd/system/nvapi.service:

``` [Unit] Description=Run NVapi After=network.target

[Service] Type=simple Environment="GOPATH=/home/ansible/go" WorkingDirectory=/home/ansible/NVapi ExecStart=/usr/bin/go run main.go -port 9999 -rate 1 Restart=always User=ansible

Environment="GPU_TEMP_CHECK_INTERVAL=5"

Environment="GPU_TOTAL_POWER_CAP=400"

Environment="GPU_0_LOW_TEMP=40"

Environment="GPU_0_MEDIUM_TEMP=70"

Environment="GPU_0_LOW_TEMP_LIMIT=135"

Environment="GPU_0_MEDIUM_TEMP_LIMIT=120"

Environment="GPU_0_HIGH_TEMP_LIMIT=100"

Environment="GPU_1_LOW_TEMP=45"

Environment="GPU_1_MEDIUM_TEMP=75"

Environment="GPU_1_LOW_TEMP_LIMIT=140"

Environment="GPU_1_MEDIUM_TEMP_LIMIT=125"

Environment="GPU_1_HIGH_TEMP_LIMIT=110"

[Install] WantedBy=multi-user.target ```

Home Assistant

Add to Home Assistant configuration.yaml and restart HA (completely).

For a single GPU, this works: ``` sensor: - platform: rest name: MYPC GPU Information resource: http://mypc:9999 method: GET headers: Content-Type: application/json value_template: "{{ value_json[0].index }}" json_attributes: - name - gpu_utilisation - memory_utilisation - power_watts - power_limit_watts - memory_total_gb - memory_used_gb - memory_free_gb - memory_usage_percent - temperature scan_interval: 1 # seconds

• platform: template sensors: mypc_gpu_0_gpu: friendly_name: "MYPC {{ state_attr('sensor.mypc_gpu_information', 'name') }} GPU" value_template: "{{ state_attr('sensor.mypc_gpu_information', 'gpu_utilisation') }}" unit_of_measurement: "%" mypc_gpu_0_memory: friendly_name: "MYPC {{ state_attr('sensor.mypc_gpu_information', 'name') }} Memory" value_template: "{{ state_attr('sensor.mypc_gpu_information', 'memory_utilisation') }}" unit_of_measurement: "%" mypc_gpu_0_power: friendly_name: "MYPC {{ state_attr('sensor.mypc_gpu_information', 'name') }} Power" value_template: "{{ state_attr('sensor.mypc_gpu_information', 'power_watts') }}" unit_of_measurement: "W" mypc_gpu_0_power_limit: friendly_name: "MYPC {{ state_attr('sensor.mypc_gpu_information', 'name') }} Power Limit" value_template: "{{ state_attr('sensor.mypc_gpu_information', 'power_limit_watts') }}" unit_of_measurement: "W" mypc_gpu_0_temperature: friendly_name: "MYPC {{ state_attr('sensor.mypc_gpu_information', 'name') }} Temperature" value_template: "{{ state_attr('sensor.mypc_gpu_information', 'temperature') }}" unit_of_measurement: "°C" ```

For multiple GPUs: ``` rest: scan_interval: 1 resource: http://mypc:9999 sensor: - name: "MYPC GPU0 Information" value_template: "{{ value_json[0].index }}" json_attributes_path: "$.0" json_attributes: - name - gpu_utilisation - memory_utilisation - power_watts - power_limit_watts - memory_total_gb - memory_used_gb - memory_free_gb - memory_usage_percent - temperature - name: "MYPC GPU1 Information" value_template: "{{ value_json[1].index }}" json_attributes_path: "$.1" json_attributes: - name - gpu_utilisation - memory_utilisation - power_watts - power_limit_watts - memory_total_gb - memory_used_gb - memory_free_gb - memory_usage_percent - temperature

• platform: template sensors: mypc_gpu_0_gpu: friendly_name: "MYPC GPU0 GPU" value_template: "{{ state_attr('sensor.mypc_gpu0_information', 'gpu_utilisation') }}" unit_of_measurement: "%" mypc_gpu_0_memory: friendly_name: "MYPC GPU0 Memory" value_template: "{{ state_attr('sensor.mypc_gpu0_information', 'memory_utilisation') }}" unit_of_measurement: "%" mypc_gpu_0_power: friendly_name: "MYPC GPU0 Power" value_template: "{{ state_attr('sensor.mypc_gpu0_information', 'power_watts') }}" unit_of_measurement: "W" mypc_gpu_0_power_limit: friendly_name: "MYPC GPU0 Power Limit" value_template: "{{ state_attr('sensor.mypc_gpu0_information', 'power_limit_watts') }}" unit_of_measurement: "W" mypc_gpu_0_temperature: friendly_name: "MYPC GPU0 Temperature" value_template: "{{ state_attr('sensor.mypc_gpu0_information', 'temperature') }}" unit_of_measurement: "C"

• platform: template sensors: mypc_gpu_1_gpu: friendly_name: "MYPC GPU1 GPU" value_template: "{{ state_attr('sensor.mypc_gpu1_information', 'gpu_utilisation') }}" unit_of_measurement: "%" mypc_gpu_1_memory: friendly_name: "MYPC GPU1 Memory" value_template: "{{ state_attr('sensor.mypc_gpu1_information', 'memory_utilisation') }}" unit_of_measurement: "%" mypc_gpu_1_power: friendly_name: "MYPC GPU1 Power" value_template: "{{ state_attr('sensor.mypc_gpu1_information', 'power_watts') }}" unit_of_measurement: "W" mypc_gpu_1_power_limit: friendly_name: "MYPC GPU1 Power Limit" value_template: "{{ state_attr('sensor.mypc_gpu1_information', 'power_limit_watts') }}" unit_of_measurement: "W" mypc_gpu_1_temperature: friendly_name: "MYPC GPU1 Temperature" value_template: "{{ state_attr('sensor.mypc_gpu1_information', 'temperature') }}" unit_of_measurement: "C"

```

Basic entity card: type: entities entities: - entity: sensor.mypc_gpu_0_gpu secondary_info: last-updated - entity: sensor.mypc_gpu_0_memory secondary_info: last-updated - entity: sensor.mypc_gpu_0_power secondary_info: last-updated - entity: sensor.mypc_gpu_0_power_limit secondary_info: last-updated - entity: sensor.mypc_gpu_0_temperature secondary_info: last-updated

Ansible Role

```

• name: install go become: true package: name: golang-go state: present

• name: git clone git: repo: "https://github.com/sammcj/NVApi.git" dest: "/home/ansible/NVapi" update: yes force: true

go run main.go -port 9999 -rate 1

• name: install systemd service become: true copy: src: nvapi.service dest: /etc/systemd/system/nvapi.service

• name: Reload systemd daemons, enable, and restart nvapi become: true systemd: name: nvapi daemon_reload: yes enabled: yes state: restarted ```

@ 6f6b50bb:a848e5a1

Che cosa significherebbe trattare l'IA come uno strumento invece che come una persona?

Dall’avvio di ChatGPT, le esplorazioni in due direzioni hanno preso velocità.

La prima direzione riguarda le capacità tecniche. Quanto grande possiamo addestrare un modello? Quanto bene può rispondere alle domande del SAT? Con quanta efficienza possiamo distribuirlo?

La seconda direzione riguarda il design dell’interazione. Come comunichiamo con un modello? Come possiamo usarlo per un lavoro utile? Quale metafora usiamo per ragionare su di esso?

La prima direzione è ampiamente seguita e enormemente finanziata, e per una buona ragione: i progressi nelle capacità tecniche sono alla base di ogni possibile applicazione. Ma la seconda è altrettanto cruciale per il campo e ha enormi incognite. Siamo solo a pochi anni dall’inizio dell’era dei grandi modelli. Quali sono le probabilità che abbiamo già capito i modi migliori per usarli?

Propongo una nuova modalità di interazione, in cui i modelli svolgano il ruolo di applicazioni informatiche (ad esempio app per telefoni): fornendo un’interfaccia grafica, interpretando gli input degli utenti e aggiornando il loro stato. In questa modalità, invece di essere un “agente” che utilizza un computer per conto dell’essere umano, l’IA può fornire un ambiente informatico più ricco e potente che possiamo utilizzare.

Metafore per l’interazione

Al centro di un’interazione c’è una metafora che guida le aspettative di un utente su un sistema. I primi giorni dell’informatica hanno preso metafore come “scrivanie”, “macchine da scrivere”, “fogli di calcolo” e “lettere” e le hanno trasformate in equivalenti digitali, permettendo all’utente di ragionare sul loro comportamento. Puoi lasciare qualcosa sulla tua scrivania e tornare a prenderlo; hai bisogno di un indirizzo per inviare una lettera. Man mano che abbiamo sviluppato una conoscenza culturale di questi dispositivi, la necessità di queste particolari metafore è scomparsa, e con esse i design di interfaccia skeumorfici che le rafforzavano. Come un cestino o una matita, un computer è ora una metafora di se stesso.

La metafora dominante per i grandi modelli oggi è modello-come-persona. Questa è una metafora efficace perché le persone hanno capacità estese che conosciamo intuitivamente. Implica che possiamo avere una conversazione con un modello e porgli domande; che il modello possa collaborare con noi su un documento o un pezzo di codice; che possiamo assegnargli un compito da svolgere da solo e che tornerà quando sarà finito.

Tuttavia, trattare un modello come una persona limita profondamente il nostro modo di pensare all’interazione con esso. Le interazioni umane sono intrinsecamente lente e lineari, limitate dalla larghezza di banda e dalla natura a turni della comunicazione verbale. Come abbiamo tutti sperimentato, comunicare idee complesse in una conversazione è difficile e dispersivo. Quando vogliamo precisione, ci rivolgiamo invece a strumenti, utilizzando manipolazioni dirette e interfacce visive ad alta larghezza di banda per creare diagrammi, scrivere codice e progettare modelli CAD. Poiché concepiamo i modelli come persone, li utilizziamo attraverso conversazioni lente, anche se sono perfettamente in grado di accettare input diretti e rapidi e di produrre risultati visivi. Le metafore che utilizziamo limitano le esperienze che costruiamo, e la metafora modello-come-persona ci impedisce di esplorare il pieno potenziale dei grandi modelli.

Per molti casi d’uso, e specialmente per il lavoro produttivo, credo che il futuro risieda in un’altra metafora: modello-come-computer.

Usare un’IA come un computer

Sotto la metafora modello-come-computer, interagiremo con i grandi modelli seguendo le intuizioni che abbiamo sulle applicazioni informatiche (sia su desktop, tablet o telefono). Nota che ciò non significa che il modello sarà un’app tradizionale più di quanto il desktop di Windows fosse una scrivania letterale. “Applicazione informatica” sarà un modo per un modello di rappresentarsi a noi. Invece di agire come una persona, il modello agirà come un computer.

Agire come un computer significa produrre un’interfaccia grafica. Al posto del flusso lineare di testo in stile telescrivente fornito da ChatGPT, un sistema modello-come-computer genererà qualcosa che somiglia all’interfaccia di un’applicazione moderna: pulsanti, cursori, schede, immagini, grafici e tutto il resto. Questo affronta limitazioni chiave dell’interfaccia di chat standard modello-come-persona:

• Scoperta. Un buon strumento suggerisce i suoi usi. Quando l’unica interfaccia è una casella di testo vuota, spetta all’utente capire cosa fare e comprendere i limiti del sistema. La barra laterale Modifica in Lightroom è un ottimo modo per imparare l’editing fotografico perché non si limita a dirti cosa può fare questa applicazione con una foto, ma cosa potresti voler fare. Allo stesso modo, un’interfaccia modello-come-computer per DALL-E potrebbe mostrare nuove possibilità per le tue generazioni di immagini.

• Efficienza. La manipolazione diretta è più rapida che scrivere una richiesta a parole. Per continuare l’esempio di Lightroom, sarebbe impensabile modificare una foto dicendo a una persona quali cursori spostare e di quanto. Ci vorrebbe un giorno intero per chiedere un’esposizione leggermente più bassa e una vibranza leggermente più alta, solo per vedere come apparirebbe. Nella metafora modello-come-computer, il modello può creare strumenti che ti permettono di comunicare ciò che vuoi più efficientemente e quindi di fare le cose più rapidamente.

A differenza di un’app tradizionale, questa interfaccia grafica è generata dal modello su richiesta. Questo significa che ogni parte dell’interfaccia che vedi è rilevante per ciò che stai facendo in quel momento, inclusi i contenuti specifici del tuo lavoro. Significa anche che, se desideri un’interfaccia più ampia o diversa, puoi semplicemente richiederla. Potresti chiedere a DALL-E di produrre alcuni preset modificabili per le sue impostazioni ispirati da famosi artisti di schizzi. Quando clicchi sul preset Leonardo da Vinci, imposta i cursori per disegni prospettici altamente dettagliati in inchiostro nero. Se clicchi su Charles Schulz, seleziona fumetti tecnicolor 2D a basso dettaglio.

Una bicicletta della mente proteiforme

La metafora modello-come-persona ha una curiosa tendenza a creare distanza tra l’utente e il modello, rispecchiando il divario di comunicazione tra due persone che può essere ridotto ma mai completamente colmato. A causa della difficoltà e del costo di comunicare a parole, le persone tendono a suddividere i compiti tra loro in blocchi grandi e il più indipendenti possibile. Le interfacce modello-come-persona seguono questo schema: non vale la pena dire a un modello di aggiungere un return statement alla tua funzione quando è più veloce scriverlo da solo. Con il sovraccarico della comunicazione, i sistemi modello-come-persona sono più utili quando possono fare un intero blocco di lavoro da soli. Fanno le cose per te.

Questo contrasta con il modo in cui interagiamo con i computer o altri strumenti. Gli strumenti producono feedback visivi in tempo reale e sono controllati attraverso manipolazioni dirette. Hanno un overhead comunicativo così basso che non è necessario specificare un blocco di lavoro indipendente. Ha più senso mantenere l’umano nel loop e dirigere lo strumento momento per momento. Come stivali delle sette leghe, gli strumenti ti permettono di andare più lontano a ogni passo, ma sei ancora tu a fare il lavoro. Ti permettono di fare le cose più velocemente.

Considera il compito di costruire un sito web usando un grande modello. Con le interfacce di oggi, potresti trattare il modello come un appaltatore o un collaboratore. Cercheresti di scrivere a parole il più possibile su come vuoi che il sito appaia, cosa vuoi che dica e quali funzionalità vuoi che abbia. Il modello genererebbe una prima bozza, tu la eseguirai e poi fornirai un feedback. “Fai il logo un po’ più grande”, diresti, e “centra quella prima immagine principale”, e “deve esserci un pulsante di login nell’intestazione”. Per ottenere esattamente ciò che vuoi, invierai una lista molto lunga di richieste sempre più minuziose.

Un’interazione alternativa modello-come-computer sarebbe diversa: invece di costruire il sito web, il modello genererebbe un’interfaccia per te per costruirlo, dove ogni input dell’utente a quell’interfaccia interroga il grande modello sotto il cofano. Forse quando descrivi le tue necessità creerebbe un’interfaccia con una barra laterale e una finestra di anteprima. All’inizio la barra laterale contiene solo alcuni schizzi di layout che puoi scegliere come punto di partenza. Puoi cliccare su ciascuno di essi, e il modello scrive l’HTML per una pagina web usando quel layout e lo visualizza nella finestra di anteprima. Ora che hai una pagina su cui lavorare, la barra laterale guadagna opzioni aggiuntive che influenzano la pagina globalmente, come accoppiamenti di font e schemi di colore. L’anteprima funge da editor WYSIWYG, permettendoti di afferrare elementi e spostarli, modificarne i contenuti, ecc. A supportare tutto ciò è il modello, che vede queste azioni dell’utente e riscrive la pagina per corrispondere ai cambiamenti effettuati. Poiché il modello può generare un’interfaccia per aiutare te e lui a comunicare più efficientemente, puoi esercitare più controllo sul prodotto finale in meno tempo.

La metafora modello-come-computer ci incoraggia a pensare al modello come a uno strumento con cui interagire in tempo reale piuttosto che a un collaboratore a cui assegnare compiti. Invece di sostituire un tirocinante o un tutor, può essere una sorta di bicicletta proteiforme per la mente, una che è sempre costruita su misura esattamente per te e il terreno che intendi attraversare.

Un nuovo paradigma per l’informatica?

I modelli che possono generare interfacce su richiesta sono una frontiera completamente nuova nell’informatica. Potrebbero essere un paradigma del tutto nuovo, con il modo in cui cortocircuitano il modello di applicazione esistente. Dare agli utenti finali il potere di creare e modificare app al volo cambia fondamentalmente il modo in cui interagiamo con i computer. Al posto di una singola applicazione statica costruita da uno sviluppatore, un modello genererà un’applicazione su misura per l’utente e le sue esigenze immediate. Al posto della logica aziendale implementata nel codice, il modello interpreterà gli input dell’utente e aggiornerà l’interfaccia utente. È persino possibile che questo tipo di interfaccia generativa sostituisca completamente il sistema operativo, generando e gestendo interfacce e finestre al volo secondo necessità.

All’inizio, l’interfaccia generativa sarà un giocattolo, utile solo per l’esplorazione creativa e poche altre applicazioni di nicchia. Dopotutto, nessuno vorrebbe un’app di posta elettronica che occasionalmente invia email al tuo ex e mente sulla tua casella di posta. Ma gradualmente i modelli miglioreranno. Anche mentre si spingeranno ulteriormente nello spazio di esperienze completamente nuove, diventeranno lentamente abbastanza affidabili da essere utilizzati per un lavoro reale.

Piccoli pezzi di questo futuro esistono già. Anni fa Jonas Degrave ha dimostrato che ChatGPT poteva fare una buona simulazione di una riga di comando Linux. Allo stesso modo, websim.ai utilizza un LLM per generare siti web su richiesta mentre li navighi. Oasis, GameNGen e DIAMOND addestrano modelli video condizionati sull’azione su singoli videogiochi, permettendoti di giocare ad esempio a Doom dentro un grande modello. E Genie 2 genera videogiochi giocabili da prompt testuali. L’interfaccia generativa potrebbe ancora sembrare un’idea folle, ma non è così folle.

Ci sono enormi domande aperte su come apparirà tutto questo. Dove sarà inizialmente utile l’interfaccia generativa? Come condivideremo e distribuiremo le esperienze che creiamo collaborando con il modello, se esistono solo come contesto di un grande modello? Vorremmo davvero farlo? Quali nuovi tipi di esperienze saranno possibili? Come funzionerà tutto questo in pratica? I modelli genereranno interfacce come codice o produrranno direttamente pixel grezzi?

Non conosco ancora queste risposte. Dovremo sperimentare e scoprirlo!Che cosa significherebbe trattare l'IA come uno strumento invece che come una persona?

Dall’avvio di ChatGPT, le esplorazioni in due direzioni hanno preso velocità.

La prima direzione riguarda le capacità tecniche. Quanto grande possiamo addestrare un modello? Quanto bene può rispondere alle domande del SAT? Con quanta efficienza possiamo distribuirlo?

La seconda direzione riguarda il design dell’interazione. Come comunichiamo con un modello? Come possiamo usarlo per un lavoro utile? Quale metafora usiamo per ragionare su di esso?

La prima direzione è ampiamente seguita e enormemente finanziata, e per una buona ragione: i progressi nelle capacità tecniche sono alla base di ogni possibile applicazione. Ma la seconda è altrettanto cruciale per il campo e ha enormi incognite. Siamo solo a pochi anni dall’inizio dell’era dei grandi modelli. Quali sono le probabilità che abbiamo già capito i modi migliori per usarli?

Propongo una nuova modalità di interazione, in cui i modelli svolgano il ruolo di applicazioni informatiche (ad esempio app per telefoni): fornendo un’interfaccia grafica, interpretando gli input degli utenti e aggiornando il loro stato. In questa modalità, invece di essere un “agente” che utilizza un computer per conto dell’essere umano, l’IA può fornire un ambiente informatico più ricco e potente che possiamo utilizzare.

Metafore per l’interazione

Al centro di un’interazione c’è una metafora che guida le aspettative di un utente su un sistema. I primi giorni dell’informatica hanno preso metafore come “scrivanie”, “macchine da scrivere”, “fogli di calcolo” e “lettere” e le hanno trasformate in equivalenti digitali, permettendo all’utente di ragionare sul loro comportamento. Puoi lasciare qualcosa sulla tua scrivania e tornare a prenderlo; hai bisogno di un indirizzo per inviare una lettera. Man mano che abbiamo sviluppato una conoscenza culturale di questi dispositivi, la necessità di queste particolari metafore è scomparsa, e con esse i design di interfaccia skeumorfici che le rafforzavano. Come un cestino o una matita, un computer è ora una metafora di se stesso.

La metafora dominante per i grandi modelli oggi è modello-come-persona. Questa è una metafora efficace perché le persone hanno capacità estese che conosciamo intuitivamente. Implica che possiamo avere una conversazione con un modello e porgli domande; che il modello possa collaborare con noi su un documento o un pezzo di codice; che possiamo assegnargli un compito da svolgere da solo e che tornerà quando sarà finito.

Tuttavia, trattare un modello come una persona limita profondamente il nostro modo di pensare all’interazione con esso. Le interazioni umane sono intrinsecamente lente e lineari, limitate dalla larghezza di banda e dalla natura a turni della comunicazione verbale. Come abbiamo tutti sperimentato, comunicare idee complesse in una conversazione è difficile e dispersivo. Quando vogliamo precisione, ci rivolgiamo invece a strumenti, utilizzando manipolazioni dirette e interfacce visive ad alta larghezza di banda per creare diagrammi, scrivere codice e progettare modelli CAD. Poiché concepiamo i modelli come persone, li utilizziamo attraverso conversazioni lente, anche se sono perfettamente in grado di accettare input diretti e rapidi e di produrre risultati visivi. Le metafore che utilizziamo limitano le esperienze che costruiamo, e la metafora modello-come-persona ci impedisce di esplorare il pieno potenziale dei grandi modelli.

Per molti casi d’uso, e specialmente per il lavoro produttivo, credo che il futuro risieda in un’altra metafora: modello-come-computer.

Usare un’IA come un computer

Sotto la metafora modello-come-computer, interagiremo con i grandi modelli seguendo le intuizioni che abbiamo sulle applicazioni informatiche (sia su desktop, tablet o telefono). Nota che ciò non significa che il modello sarà un’app tradizionale più di quanto il desktop di Windows fosse una scrivania letterale. “Applicazione informatica” sarà un modo per un modello di rappresentarsi a noi. Invece di agire come una persona, il modello agirà come un computer.

Agire come un computer significa produrre un’interfaccia grafica. Al posto del flusso lineare di testo in stile telescrivente fornito da ChatGPT, un sistema modello-come-computer genererà qualcosa che somiglia all’interfaccia di un’applicazione moderna: pulsanti, cursori, schede, immagini, grafici e tutto il resto. Questo affronta limitazioni chiave dell’interfaccia di chat standard modello-come-persona:

Scoperta. Un buon strumento suggerisce i suoi usi. Quando l’unica interfaccia è una casella di testo vuota, spetta all’utente capire cosa fare e comprendere i limiti del sistema. La barra laterale Modifica in Lightroom è un ottimo modo per imparare l’editing fotografico perché non si limita a dirti cosa può fare questa applicazione con una foto, ma cosa potresti voler fare. Allo stesso modo, un’interfaccia modello-come-computer per DALL-E potrebbe mostrare nuove possibilità per le tue generazioni di immagini.

Efficienza. La manipolazione diretta è più rapida che scrivere una richiesta a parole. Per continuare l’esempio di Lightroom, sarebbe impensabile modificare una foto dicendo a una persona quali cursori spostare e di quanto. Ci vorrebbe un giorno intero per chiedere un’esposizione leggermente più bassa e una vibranza leggermente più alta, solo per vedere come apparirebbe. Nella metafora modello-come-computer, il modello può creare strumenti che ti permettono di comunicare ciò che vuoi più efficientemente e quindi di fare le cose più rapidamente.

A differenza di un’app tradizionale, questa interfaccia grafica è generata dal modello su richiesta. Questo significa che ogni parte dell’interfaccia che vedi è rilevante per ciò che stai facendo in quel momento, inclusi i contenuti specifici del tuo lavoro. Significa anche che, se desideri un’interfaccia più ampia o diversa, puoi semplicemente richiederla. Potresti chiedere a DALL-E di produrre alcuni preset modificabili per le sue impostazioni ispirati da famosi artisti di schizzi. Quando clicchi sul preset Leonardo da Vinci, imposta i cursori per disegni prospettici altamente dettagliati in inchiostro nero. Se clicchi su Charles Schulz, seleziona fumetti tecnicolor 2D a basso dettaglio.

Una bicicletta della mente proteiforme

La metafora modello-come-persona ha una curiosa tendenza a creare distanza tra l’utente e il modello, rispecchiando il divario di comunicazione tra due persone che può essere ridotto ma mai completamente colmato. A causa della difficoltà e del costo di comunicare a parole, le persone tendono a suddividere i compiti tra loro in blocchi grandi e il più indipendenti possibile. Le interfacce modello-come-persona seguono questo schema: non vale la pena dire a un modello di aggiungere un return statement alla tua funzione quando è più veloce scriverlo da solo. Con il sovraccarico della comunicazione, i sistemi modello-come-persona sono più utili quando possono fare un intero blocco di lavoro da soli. Fanno le cose per te.

Questo contrasta con il modo in cui interagiamo con i computer o altri strumenti. Gli strumenti producono feedback visivi in tempo reale e sono controllati attraverso manipolazioni dirette. Hanno un overhead comunicativo così basso che non è necessario specificare un blocco di lavoro indipendente. Ha più senso mantenere l’umano nel loop e dirigere lo strumento momento per momento. Come stivali delle sette leghe, gli strumenti ti permettono di andare più lontano a ogni passo, ma sei ancora tu a fare il lavoro. Ti permettono di fare le cose più velocemente.

Considera il compito di costruire un sito web usando un grande modello. Con le interfacce di oggi, potresti trattare il modello come un appaltatore o un collaboratore. Cercheresti di scrivere a parole il più possibile su come vuoi che il sito appaia, cosa vuoi che dica e quali funzionalità vuoi che abbia. Il modello genererebbe una prima bozza, tu la eseguirai e poi fornirai un feedback. “Fai il logo un po’ più grande”, diresti, e “centra quella prima immagine principale”, e “deve esserci un pulsante di login nell’intestazione”. Per ottenere esattamente ciò che vuoi, invierai una lista molto lunga di richieste sempre più minuziose.

Un’interazione alternativa modello-come-computer sarebbe diversa: invece di costruire il sito web, il modello genererebbe un’interfaccia per te per costruirlo, dove ogni input dell’utente a quell’interfaccia interroga il grande modello sotto il cofano. Forse quando descrivi le tue necessità creerebbe un’interfaccia con una barra laterale e una finestra di anteprima. All’inizio la barra laterale contiene solo alcuni schizzi di layout che puoi scegliere come punto di partenza. Puoi cliccare su ciascuno di essi, e il modello scrive l’HTML per una pagina web usando quel layout e lo visualizza nella finestra di anteprima. Ora che hai una pagina su cui lavorare, la barra laterale guadagna opzioni aggiuntive che influenzano la pagina globalmente, come accoppiamenti di font e schemi di colore. L’anteprima funge da editor WYSIWYG, permettendoti di afferrare elementi e spostarli, modificarne i contenuti, ecc. A supportare tutto ciò è il modello, che vede queste azioni dell’utente e riscrive la pagina per corrispondere ai cambiamenti effettuati. Poiché il modello può generare un’interfaccia per aiutare te e lui a comunicare più efficientemente, puoi esercitare più controllo sul prodotto finale in meno tempo.

La metafora modello-come-computer ci incoraggia a pensare al modello come a uno strumento con cui interagire in tempo reale piuttosto che a un collaboratore a cui assegnare compiti. Invece di sostituire un tirocinante o un tutor, può essere una sorta di bicicletta proteiforme per la mente, una che è sempre costruita su misura esattamente per te e il terreno che intendi attraversare.

Un nuovo paradigma per l’informatica?

I modelli che possono generare interfacce su richiesta sono una frontiera completamente nuova nell’informatica. Potrebbero essere un paradigma del tutto nuovo, con il modo in cui cortocircuitano il modello di applicazione esistente. Dare agli utenti finali il potere di creare e modificare app al volo cambia fondamentalmente il modo in cui interagiamo con i computer. Al posto di una singola applicazione statica costruita da uno sviluppatore, un modello genererà un’applicazione su misura per l’utente e le sue esigenze immediate. Al posto della logica aziendale implementata nel codice, il modello interpreterà gli input dell’utente e aggiornerà l’interfaccia utente. È persino possibile che questo tipo di interfaccia generativa sostituisca completamente il sistema operativo, generando e gestendo interfacce e finestre al volo secondo necessità.

All’inizio, l’interfaccia generativa sarà un giocattolo, utile solo per l’esplorazione creativa e poche altre applicazioni di nicchia. Dopotutto, nessuno vorrebbe un’app di posta elettronica che occasionalmente invia email al tuo ex e mente sulla tua casella di posta. Ma gradualmente i modelli miglioreranno. Anche mentre si spingeranno ulteriormente nello spazio di esperienze completamente nuove, diventeranno lentamente abbastanza affidabili da essere utilizzati per un lavoro reale.

Piccoli pezzi di questo futuro esistono già. Anni fa Jonas Degrave ha dimostrato che ChatGPT poteva fare una buona simulazione di una riga di comando Linux. Allo stesso modo, websim.ai utilizza un LLM per generare siti web su richiesta mentre li navighi. Oasis, GameNGen e DIAMOND addestrano modelli video condizionati sull’azione su singoli videogiochi, permettendoti di giocare ad esempio a Doom dentro un grande modello. E Genie 2 genera videogiochi giocabili da prompt testuali. L’interfaccia generativa potrebbe ancora sembrare un’idea folle, ma non è così folle.

Ci sono enormi domande aperte su come apparirà tutto questo. Dove sarà inizialmente utile l’interfaccia generativa? Come condivideremo e distribuiremo le esperienze che creiamo collaborando con il modello, se esistono solo come contesto di un grande modello? Vorremmo davvero farlo? Quali nuovi tipi di esperienze saranno possibili? Come funzionerà tutto questo in pratica? I modelli genereranno interfacce come codice o produrranno direttamente pixel grezzi?

Non conosco ancora queste risposte. Dovremo sperimentare e scoprirlo!

Tradotto da:\ https://willwhitney.com/computing-inside-ai.htmlhttps://willwhitney.com/computing-inside-ai.html

@ ece127e2:745bab9c

vamos a ver que tal

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*lo bueno es que si entro en https://makimono.lumilumi.app/ a la nota y agrego contenido , como éste ...quiero ver si lo añade o hace una nueva nota ?? *

@ 04c915da:3dfbecc9

Recently we have seen a wave of high profile X accounts hacked. These attacks have exposed the fragility of the status quo security model used by modern social media platforms like X. Many users have asked if nostr fixes this, so lets dive in. How do these types of attacks translate into the world of nostr apps? For clarity, I will use X’s security model as representative of most big tech social platforms and compare it to nostr.

The Status Quo

On X, you never have full control of your account. Ultimately to use it requires permission from the company. They can suspend your account or limit your distribution. Theoretically they can even post from your account at will. An X account is tied to an email and password. Users can also opt into two factor authentication, which adds an extra layer of protection, a login code generated by an app. In theory, this setup works well, but it places a heavy burden on users. You need to create a strong, unique password and safeguard it. You also need to ensure your email account and phone number remain secure, as attackers can exploit these to reset your credentials and take over your account. Even if you do everything responsibly, there is another weak link in X infrastructure itself. The platform’s infrastructure allows accounts to be reset through its backend. This could happen maliciously by an employee or through an external attacker who compromises X’s backend. When an account is compromised, the legitimate user often gets locked out, unable to post or regain control without contacting X’s support team. That process can be slow, frustrating, and sometimes fruitless if support denies the request or cannot verify your identity. Often times support will require users to provide identification info in order to regain access, which represents a privacy risk. The centralized nature of X means you are ultimately at the mercy of the company’s systems and staff.

Nostr Requires Responsibility

Nostr flips this model radically. Users do not need permission from a company to access their account, they can generate as many accounts as they want, and cannot be easily censored. The key tradeoff here is that users have to take complete responsibility for their security. Instead of relying on a username, password, and corporate servers, nostr uses a private key as the sole credential for your account. Users generate this key and it is their responsibility to keep it safe. As long as you have your key, you can post. If someone else gets it, they can post too. It is that simple. This design has strong implications. Unlike X, there is no backend reset option. If your key is compromised or lost, there is no customer support to call. In a compromise scenario, both you and the attacker can post from the account simultaneously. Neither can lock the other out, since nostr relays simply accept whatever is signed with a valid key.

The benefit? No reliance on proprietary corporate infrastructure.. The negative? Security rests entirely on how well you protect your key.

Future Nostr Security Improvements

For many users, nostr’s standard security model, storing a private key on a phone with an encrypted cloud backup, will likely be sufficient. It is simple and reasonably secure. That said, nostr’s strength lies in its flexibility as an open protocol. Users will be able to choose between a range of security models, balancing convenience and protection based on need.

One promising option is a web of trust model for key rotation. Imagine pre-selecting a group of trusted friends. If your account is compromised, these people could collectively sign an event announcing the compromise to the network and designate a new key as your legitimate one. Apps could handle this process seamlessly in the background, notifying followers of the switch without much user interaction. This could become a popular choice for average users, but it is not without tradeoffs. It requires trust in your chosen web of trust, which might not suit power users or large organizations. It also has the issue that some apps may not recognize the key rotation properly and followers might get confused about which account is “real.”

For those needing higher security, there is the option of multisig using FROST (Flexible Round-Optimized Schnorr Threshold). In this setup, multiple keys must sign off on every action, including posting and updating a profile. A hacker with just one key could not do anything. This is likely overkill for most users due to complexity and inconvenience, but it could be a game changer for large organizations, companies, and governments. Imagine the White House nostr account requiring signatures from multiple people before a post goes live, that would be much more secure than the status quo big tech model.

Another option are hardware signers, similar to bitcoin hardware wallets. Private keys are kept on secure, offline devices, separate from the internet connected phone or computer you use to broadcast events. This drastically reduces the risk of remote hacks, as private keys never touches the internet. It can be used in combination with multisig setups for extra protection. This setup is much less convenient and probably overkill for most but could be ideal for governments, companies, or other high profile accounts.

---

Nostr’s security model is not perfect but is robust and versatile. Ultimately users are in control and security is their responsibility. Apps will give users multiple options to choose from and users will choose what best fits their need.

@ e6817453:b0ac3c39

I started a long series of articles about how to model different types of knowledge graphs in the relational model, which makes on-device memory models for AI agents possible.

We model-directed graphs

Also, graphs of entities

We even model hypergraphs

Last time, we discussed why classical triple and simple knowledge graphs are insufficient for AI agents and complex memory, especially in the domain of time-aware or multi-model knowledge.

So why do we need metagraphs, and what kind of challenge could they help us to solve?

• complex and nested event and temporal context and temporal relations as edges
• multi-mode and multilingual knowledge
• human-like memory for AI agents that has multiple contexts and relations between knowledge in neuron-like networks

MetaGraphs

A meta graph is a concept that extends the idea of a graph by allowing edges to become graphs. Meta Edges connect a set of nodes, which could also be subgraphs. So, at some level, node and edge are pretty similar in properties but act in different roles in a different context.
Also, in some cases, edges could be referenced as nodes.
This approach enables the representation of more complex relationships and hierarchies than a traditional graph structure allows. Let’s break down each term to understand better metagraphs and how they differ from hypergraphs and graphs.

Graph Basics

• A standard graph has a set of nodes (or vertices) and edges (connections between nodes).
• Edges are generally simple and typically represent a binary relationship between two nodes.
• For instance, an edge in a social network graph might indicate a “friend” relationship between two people (nodes).

Hypergraph

• A hypergraph extends the concept of an edge by allowing it to connect any number of nodes, not just two.
• Each connection, called a hyperedge, can link multiple nodes.
• This feature allows hypergraphs to model more complex relationships involving multiple entities simultaneously. For example, a hyperedge in a hypergraph could represent a project team, connecting all team members in a single relation.
• Despite its flexibility, a hypergraph doesn’t capture hierarchical or nested structures; it only generalizes the number of connections in an edge.

Metagraph

• A metagraph allows the edges to be graphs themselves. This means each edge can contain its own nodes and edges, creating nested, hierarchical structures.
• In a meta graph, an edge could represent a relationship defined by a graph. For instance, a meta graph could represent a network of organizations where each organization’s structure (departments and connections) is represented by its own internal graph and treated as an edge in the larger meta graph.
• This recursive structure allows metagraphs to model complex data with multiple layers of abstraction. They can capture multi-node relationships (as in hypergraphs) and detailed, structured information about each relationship.

Named Graphs and Graph of Graphs

As you can notice, the structure of a metagraph is quite complex and could be complex to model in relational and classical RDF setups. It could create a challenge of luck of tools and software solutions for your problem.
If you need to model nested graphs, you could use a much simpler model of Named graphs, which could take you quite far.

The concept of the named graph came from the RDF community, which needed to group some sets of triples. In this way, you form subgraphs inside an existing graph. You could refer to the subgraph as a regular node. This setup simplifies complex graphs, introduces hierarchies, and even adds features and properties of hypergraphs while keeping a directed nature.

It looks complex, but it is not so hard to model it with a slight modification of a directed graph.
So, the node could host graphs inside. Let's reflect this fact with a location for a node. If a node belongs to a main graph, we could set the location to null or introduce a main node . it is up to you

Nodes could have edges to nodes in different subgraphs. This structure allows any kind of nesting graphs. Edges stay location-free

Meta Graphs in Relational Model

Let’s try to make several attempts to model different meta-graphs with some constraints.

Directed Metagraph where edges are not used as nodes and could not contain subgraphs

In this case, the edge always points to two sets of nodes. This introduces an overhead of creating a node set for a single node. In this model, we can model empty node sets that could require application-level constraints to prevent such cases.

Directed Metagraph where edges are not used as nodes and could contain subgraphs

Adding a node set that could model a subgraph located in an edge is easy but could be separate from in-vertex or out-vert.
I also do not see a direct need to include subgraphs to a node, as we could just use a node set interchangeably, but it still could be a case.

Directed Metagraph where edges are used as nodes and could contain subgraphs

As you can notice, we operate all the time with node sets. We could simply allow the extension node set to elements set that include node and edge IDs, but in this case, we need to use uuid or any other strategy to differentiate node IDs from edge IDs. In this case, we have a collision of ephemeral edges or ephemeral nodes when we want to change the role and purpose of the node as an edge or vice versa.

A full-scale metagraph model is way too complex for a relational database.
So we need a better model.

Now, we have more flexibility but loose structural constraints. We cannot show that the element should have one vertex, one vertex, or both. This type of constraint has been moved to the application level. Also, the crucial question is about query and retrieval needs.
Any meta-graph model should be more focused on domain and needs and should be used in raw form. We did it for a pure theoretical purpose.

@ 32e18276:5c68e245

Hey guys!

Here's our Q3-Q4 report. There was some confusion with the timing of the previous quarters so we've accumulated everything since the Q2 report (March 2nd, 2024) into this one. Enjoy!

Damus OpenSats Q3-Q4 Progress Report

The third and fourth quarter of the initial Damus OpenSats grant encompasses work done across many of the active projects being worked on at Damus HQ. Here's a quick overview of the progress made across the organization:

nostrdb

Added

• Author query support (William Casarin)
• REQ support: ndb_subscribe (William Casarin)
• CLOSE support: ndb_unsubscibe (William Casarin)
• Profile flatbuffer dump utility (William Casarin)
• Ability to register a subscription callback instead of just polling (William Casarin)

Changed

• Dump json in filter and fulltext queries in cli tool (William Casarin)

Stats

name added removed commits William Casarin <jb55@jb55.com> +665 -739 16

nostrdb-rust

Added

• Note builder interface (William Casarin)
• Nip10 implementation (William Casarin)
• Getting profile by key (William Casarin)
• Note tag support (William Casarin)
• Tag::into_iter method (Yuki Kishimoto)
• FilterBuilder::until method (Yuki Kishimoto)
• Export structs from tags module (Yuki Kishimoto)

Fixed

• FilterBuilder::limit method (Yuki Kishimoto)
• Note::sig method (Yuki Kishimoto)

Stats

Yuki Kishimoto <yukikishimoto@protonmail.com> +20 -4 5 William Casarin <jb55@jb55.com> +1551 -867 32

Damus NoteDeck/Android

This project is in heavy development and doesn't have clean changelogs yet, so here are all of the git logs from this period

Willam's updates

• account_manager: don't add the same pubkey more than once
• actionbar placeholder
• actionbar: remove border on reply button, add expand animation
• actionbar: support both dark and light buttons
• Add forward navigation animation
• add hover to profile map demo
• add --light lightmode flag to previews and notedeck
• add my pubkey to the timeline query for testing
• add test queries for elsat
• add vertical separators between timelines
• allow missing profiles in account switcher
• allow multiple invocations of --sec
• always have some default timeline
• app: make ndb public
• a quick note about the View trait
• args: allow filter files and raw filters on cli
• bump timeline filter limit
• cap size of remote filter limits
• change selection color to purple
• check: remove duplicate and disable wasm checks
• ci: disable wasm builds for now
• cli: add --sec argument to quickly add an account
• clippy postbox cleanups
• crates: add bitflags
• damus: make relay pool public
• darker quote reposts for mobile
• debug: add some debug logs for keyboard note selection
• deps: using tracing instead of log
• direnv: disable nix direnv on darwin
• direnv: make args explicit so its easy to change
• don't bump timeline when adding notes
• dont since-optimize when we don't have enough notes
• don't use an actual keystorage in Damus test apps
• drafts: clear post after posting
• enable nip10 replies
• enostr: rename Event to Note
• env: allow private things like secret keys
• filter: add default limit
• filters: fix hashtag filters
• filter: unify nostrdb and remote limits
• Fix all warnings
• fixed_window: fix clippy warning
• fix global query
• fix inline note preview colors
• fix light borders for quote reposts
• fix postbox design
• fix scroll area shrinking
• fix some clippy warnings
• fix until filters
• fix warnings
• fonts: always use base fonts for all families
• fun large profile grid preview
• get all missing ids from all timelines
• github: remove pages workflow
• gitignore: add perf files
• hide navigation title on global nav
• ids: find more unknown ids from inline notes
• images: add aspect_fill
• initial inline note previews
• initial navigation
• initial note posting
• initial postbox for testing
• initial post box view
• initial post reply view
• initial refactor in preparation for routing
• input: fix deadlock on resize
• input: handle raw events
• input: process input once
• input: switch to scanning over raw input events
• integrate sidebar into main view
• introduce View and Previews traits
• irc mode
• ircmode: tighten username
• keys: actually use the keystore
• lighter gray for inline previews in white mode
• list: switch from arc mutext to rc refcell
• load timelines from commandline
• log: reduce spammy new note log
• log relay subscriptions
• make notedeck front and center
• mobile: add lots of top padding on mobile
• mobile: a tad more padding at the top
• mobile: black panel bg color
• mobile: don't add hover on mobile
• mobile: make mobile flag runtime-configurable
• mobile: simplify is_mobile
• mobile: use my timeline for testing again
• move account_login_view to ui submodule
• move add_space to its correct location
• nip10: fetch unknown replied-to notes
• nip10: show initial reply information on notes
• nix: add openssl dep for reqwest
• nix: make android emulator optional
• nostrdb: bump to support timeline queries
• note: don't allow nested note previews
• note: support nprofile mentions
• perf: don't clone bytes via a more specialized function
• perf: fix continuous repaint
• perf: profiling note content rendering
• popup: increase fixed window margin
• popup: simplify borrow
• postbox: add focused state
• postbox: add focus shadow from figma
• post: full available width
• postview: add vertical scroll
• previews: remove central panel frame
• profile: add about and username to profile previews
• profiles: introduce DisplayNames
• profiling: update puffin version
• queries: add a few more test queries
• queries: set reasonable initial query sizes
• queries: update hashtags query
• readme: add usage
• readme: document previews
• readme: make it clear that its for desktop
• readme: make it clear that nix is optional for non-android dev
• readme: show notedeck preview
• refactor: move fixed_window to ui
• refactor: move note into its own widget
• refactor: rename widgets to ui
• refactor: use map instead of explicit if let
• remote: use default_remote_limit instead of hardcoding
• remove context from DesktopSidePanel
• remove minimum window size
• remove useless struct
• render_pfp: only depend on imgcache
• reset virtual list if notes are spliced into timeline
• set tooltip delay to 100ms
• side_panel: return more detailed side panel responses
• simplify is_mobile check
• simplify tab underline calculation
• since filter optimization
• slightly larger pfpfs
• small inline preview pfps
• style: initial logic for mobile style
• style: less bubbly
• style: realtime hover interactions
• style: set 0 duration tooltip delay
• Switch to egui master to fix wgpu issues
• switch to glow for now
• switch to rustls-tls-native-roots
• tabs: select notes & replies by default
• test: add test timeline query
• test: update test profile with a banner
• test: use my timeline query by default for testing
• textmode: adjust name sizing so it doesn't bump the column
• textmode: fix coloring of abbreviated names
• textmode: no previews in textmore for now
• theme: update to correct colors based on figma design
• timeline: don't hide on resize
• timeline: refactor tabs into TimelineView
• timeline: use strips instead of panels
• ui: add banners to profile previews
• ui: add feathering-resistant hline separator fn
• ui: add frame around note previews
• ui: add initial Profile hover previews
• ui: add profile picture hover animation
• ui: integrate egui-tabs for notes & replies selector
• ui: introduce profile picture widget
• ui: make pixel sizes correct, use more of the figma
• ui: move RelayView into ui module
• ui: only inline preview kind1 notes for now
• ui: reduce vertical padding for more compact timelines
• ui: remove some old note ui comments
• ui: simplify note widget
• ui: switch to flags for note options
• update slow timeline query
• update to latest nostrdb, adding tag support
• update version in comment because I still use this on my laptop
• use egui_virtual_list for rendering
• use unique id for post/reply view
• weird actionbar experiment
• we should just called this damus
• widgets: begin organizing ui components into widgets
• working notes + notes&replies

kernelkind's updates

• account_management: refactor
• AccountManagementView
• AccountManager: add ability to make a selection
• AccountSelectionWidget
• Account switcher
• Add AccountManager to app
• Add custom visual themes
• Add flag to emulate mobile during preview
• Add keypair & update pubkey
• Add login key parsing
• Add login manager
• Add MacOS key storage
• Add MobileAccountLoginView
• Add modular custom text styles
• Add monospace text style
• Add nix-shell for macos android development
• Add nostr-sdk dependency
• Add precommit hook to suggest proper formatting
• Add preview for RelayView
• Add relay view
• add reqwest as dependency
• Add SimpleProfilePreview
• Add ui_test_harness binary implementation
• Add warn color and highlight color
• app: add accounts to Damus & mock
• Apply app style to AccountLoginView
• Apply cargo fmt
• Conditionally compile MacOS key storage code
• Constrain app minimum size
• Create account login panel
• Create side panel & global popup
• enostr: expose RelayStatus
• Extract the sample relay to test_data for reuse
• impl linux credential storage
• Integrate account switcher to side panel
• Integrate global popup into app
• login: Add key loading & error to mobile
• macos_key_storage: runner ignore tests
• migrate AccountManagementView to enostr Keypair
• Migrate to new AccountManagementView conception
• Move login business logic to LoginManager
• move login logic from promise to async fns
• Move preview controller out of account_manager.rs
• move test account creation & apply to global popup
• Pfp integration to side panel
• refactor account switcher & management previews
• Refactor 'ui tests' conception to previews
• reintroduce account management
• reintroduce account switcher
• remove nostr-sdk
• Rename PersistState -> StateInMemory
• select first account
• Seperate mobile dark color theme into its own func
• update cargo.lock to reflect toml change
• Update egui 0.26.1 -> 0.27.1
• Use app_creation for common app setup functions
• Use custom style in app
• use nostr in enostr

Stats

name added removed commits kernelkind <kernelkind@gmail.com> +6844 -1979 58 William Casarin <jb55@jb55.com> +9733 -5583 194

Damus iOS

Added

• Ability to create highlights (ericholguin)
• Add ability to mute hashtag from SearchView (Charlie Fish)
• Add ability to mute words, add new mutelist interface (Charlie) (William Casarin)
• Added callbackuri for a better ux when connecting mutiny wallet nwc (ericholguin)
• Added nip10 marker replies (William Casarin)
• Added title image and tags to longform events (ericholguin)
• Add event content preview to the full screen carousel (Daniel D’Aquino)
• Add First Aid solution for users who do not have a contact list created for their account (Daniel D’Aquino)
• Add marker nip10 support when reading notes (William Casarin)
• Add video cache to save network bandwidth (Daniel D’Aquino)
• Completely new threads experience that is easier and more pleasant to use (Daniel D’Aquino)
• Connect to Mutiny Wallet Button (ericholguin)
• Highlights (NIP-84) (ericholguin)
• Notification reminders for Damus Purple impending expiration (Daniel D’Aquino)
• Proxy Tags are now viewable on Selected Events (ericholguin)
• Relay fees metadata (ericholguin)
• Revamp emoji picker to be less error-prone and add search, frequently used, and multiple skin tone support capabilities (Terry Yiu)
• Show list of quoted reposts in threads (William Casarin)

Changed

• Added first aid contact damus support email (alltheseas)
• Add support for Apple In-App purchases (Daniel D’Aquino)
• Always strip GPS data from images (kernelkind)
• Change reactions to use a native looking emoji picker (Terry Yiu)
• Errors with an NWC will show as an alert (ericholguin)
• Improve UX around video playback (Daniel D’Aquino)
• Moved paste nwc button to main wallet view (ericholguin)
• Relay config view user interface (ericholguin)
• Relay detail design (ericholguin)
• Updated Zeus logo (ericholguin)

Fixed

• Fix broken GIF uploads (Daniel D’Aquino)
• Fix bug that would cause connection issues with relays defined with a trailing slash URL, and an inability to delete them. (Daniel D’Aquino)
• Fixed issue where some replies were including the q tag (William Casarin)
• Fixed issue where timeline was scrolling when it isn't supposed to (William Casarin)
• Fixed threads not loading sometimes (William Casarin)
• Fixed wallet not disconnecting when a user logs out (ericholguin)
• Fix emoji reactions being cut off (ericholguin)
• Fix ghost notifications caused by Purple impending expiration notifications (Daniel D’Aquino)
• Fix image indicators to limit number of dots to not spill screen beyond visible margins (ericholguin)
• Fix in-app purchase issue that would trigger an error on purchase before confirming the account information. (Daniel D’Aquino)
• Fix issue where bootstrap relays would inadvertently be added to the user's list on connectivity issues (Daniel D’Aquino)
• Fix missing Mute button in profile view menu (Terry Yiu)
• Fix nostrscripts not loading (William Casarin)
• Fix profile not updating bug (William Casarin)
• Fix stale feed issue when follow list is too big (Daniel D’Aquino)
• Fix thread bug where a quote isn't picked up as a reply (William Casarin)
• Fix welcome screen not showing if the user enters the app directly after a successful checkout without going through the link (Daniel D’Aquino)
• Improve reliability of contact list creation during onboarding (Daniel D’Aquino)
• Issue where NWC Scanner view would not dismiss after a failed scan/paste (ericholguin)

Stats

name added removed commits Fonta1n3 <fontainedenton@googlemail.com> +1 -0 1 Sean Kibler <skibler@protonmail.com> +13 -2 1 alltheseas <64376233+alltheseas> +65 -1 4 Transifex <transifex@transifex.com> +581 -39 36 Terry Yiu <git@tyiu.xyz> +763 -1383 8 William Casarin <jb55@jb55.com> +1017 -1564 49 ericholguin <ericholguin@apache.org> +1962 -643 13 Daniel D’Aquino <daniel@daquino.me> +3885 -761 48

@ c3b2802b:4850599c

Knapp 20 Millionen Menschen im Land sind heute in Deutschland in Genossenschaften tätig, welche eine Alternative zum nicht zukunftsfähigen Abwärtsstrudel von global agierenden Wirtschafts- und Finanzplayern mit ihren Kriegs- und Krisenplänen darstellen. Und kaum bemerkt findet derzeit ein stürmisches Wachstum der Genossenschaftsbewegung statt.

Nach Informationen des Deutschen Genossenschafts- und Raiffeisenverbandes stieg während der Multikrise der vergangenen 5 Jahre im Laufe nur einen Jahres (vom Jahresbericht 2023 zum Jahresbericht 2024) die Zahl der Energiegenossenschaften von 877 auf 951 an, die von Konsum- und Dienstleistungsgenossenschaften von 440 auf 510 und die von gewerblichen Genossenschaften von 1.372 auf 1.419.

Wer das Gejammer von „Wirtschaftsweisen“ über zu geringe Wachstumsraten bei ethisch fragwürdigen Indikatoren einer wünschenswerten Gesellschaft wie dem BIP (Brutto-Inland-Produkt) im Ohr hat, könnte bereits beim Überschlagen des Anstiegs bei den oben genannten Zahlen die These gestützt sehen, dass der Strukturwandel hin zur Regionalgesellschaft bereits in vollem Gang ist.

Wenn Sie sich für die Aufbruchstimmung und den frischen Wind insbesondere bei den neu gegründeten Genossenschaften interessieren, schauen sie gern einmal auf die Plattform einer jungen Genossenschaft, welche „Menschlich Wirtschaften“ in ihrer Satzung zum Ziel erklärt hat.

Und sollten Sie Mitte Juni eine Reise an die Ostsee attraktiv finden, kommen Sie gern zum Genossenschaftstreffen vom 13. bis 15. Juni 2025 in Poppendorf bei Rostock. Dort dürfen Sie nicht nur einen Einblick in die aktuellen Baustellen und ersten Erfolge unserer bundesweit aktiven Genossenschaft erwarten, sondern auch ein buntes Kulturprogramm im Rahmen eines kleinen Festivals und ein Zusammensein mit Pionieren der Regionalgesellschaft!

Das Titelbild zeigt ein Menschlich Wirtschaften Domizil in Stralsund. Dieser Beitrag wurde mit dem Pareto-Client geschrieben. Was charakterisiert eine Genossenschaft?

@ e9d7ed6f:f52b3346

I'd like to toss it off by thanking you my reader, friends, associates, strangers, bitcoiners, cryptonaires, economists, and critics from all walks of life for granting me this opportunity to write to you. yeah?...

Is that readable? Is there enough ink in this pen to write? Let me squash and develop a fresh script!

Okay now, that was one heck of a disaster introduction my friends.

That's not even the way Satoshi introduced his White paper back in 2008, or rather mined his first block. So dear reader, lets pretend this introduction never happened lets give it one more kick start.

Alright we are set so here we go...

Flavatos, Gateway Mall, the left ventricle of Lilongwe's heart, Malawi is where the aroma of a fresh bitcoin pizza sent waves of spattering energy, broadcasting to all nodes over the bitcoin network. Pizza crums spread over the table, folks and knives faced opposite directions, tomato sauce on the white plate had contours of pizza passage, a half baked joke & its laughter could be heard by passersby's heading inside the mall. It was chilly Saturday afternoon from outside but the soft drinks were a must to soften the well baked fragments of pizza which were being churned. All thanks to Larszlo Keyckenes. Phones where right on the table as the photographer snapped every detail of moment with his camera, trying to paint a bitcoin Monalisa, innocence was in the youthful energetic bitcoiners who filled left to right seats in pairs. Three tables were joined together making a table tennis appear short, but the waitress had to check for any empty slot to squeeze a chair in. We were twenty three with the expection of thirty but the space was just plentiful.

Flavatos was ready and set. The waitress again, with a smile of welcoming a guest whispered right besides where i was standing that the pizza is ready, but i had to HODL for a moment, we were just setting up the laptop which we would use to connect & listen to a presentation by John Miller, a distant relative and a bitcoiner we had talked of for weeks. As if am very good at analysing charts, the looks of the faces were eagerly waiting and i when i looked on my wrist i realised we didn't have much more time other than to start off, so i clapped my hands to capture everyones attention. I was excited to welcome all & really appreciate for sparing their time to come.

There was buzz in the atmosphere, all eyes glued to me as i thanked the cofounder Grant for pulling the strings, in our presence we had the cofounder of women of Satoshi Yankho who i was facing directly to my right hand side and threw me sparkle of acknowledgement, i couldn't forget & sweep under the mat, John Miller sponsor for the Bitcoin Pizza who is currently in the US & was waiting to deliver a speech on this very moment. All started off in the right order, my stomach tuned as my brain signaled the pizza image, sending tickling hunger sensation, so not to keep everyone waiting longer, i handed it over to Grant who quickly threw like free shot on the free throw line. There was genuine appreciation and he set the floor ready for John Miller to grace and unwrap the Pizza. When John took on the google meet space, we all fixed to our phones, eager to see John who was seven hours away from us, about two or three plane tickets to get where he was physically located. John delivered a twenty minute presentation that would make a fresh graduate take off his hat and really consider what they did the last four years of their university. There was a lot of knowledge on his presentation, highlighting the eminent nails to the coffin for US dollar, the chart and numbers didn't lie when he displayed how the purchasing power of the dollar has declined since 1971 post detachment from gold. He spoke with authority on why bitcoin, how Bitcoiners should continue orange pilling and detoxing all the pool of confusion of the current FIAT sytem. It was listening to wisdom of an old man, giving the torch to the young ones. The waitress had brought to the table clean white plates with some folks wrapped in a white napkin tissue that appeared so white as Satoshi's white paper. In no time the pizza was ready to bona petite, John wrapped up in a cousy style by saying, "keep stacking Sats and avoiding shitcoins. The attendees were in pairs and hands were rubbing, contemplating of how the first bite would feel. The enzymes were ready to digest. The next host, who happens to be the writer of this article had to take the floor and give short remarks to thank John, Grant and everyone. I saw the pizza being cut into slices, whilst others took sips of their favorite soft drinks, there were smiles from left to right check. The sound chewing was amplified, triggering my ear drums to some vibe. This was was a big family reunion. My signal for speaking almost went off as the aroma teased the mind, i saw the bubble from the fanta bottle float up but i was mature to handled the temper of my hunger. As the pizza halvening was going on, I reminded of how significant this moment was when Larszlo Heykens first made an offer of 10,000 BTC & how it signified use case of bitcoin as a medium of exchange and a resort of finality between two counterparts without any middleman. It surely was moment that reminded us of the free markets. Where two counterparts chose their own commodities of exchange and each left satisfied as finality of transactions. Truly those were the good old free market days. By the time i said goodbye, my counterparts had already mined half of the pizza brought. I was about to pop a question of where is my share when i saw three more full plates of pizza broadcasted & awaiting for verification. I knew i was in for a treat.

As i kept my hands, mouth and tummy busy, one surprising moment really fired me up with excitement. Grant stood up and surprised everyone by introducing his new friend from Kenya. He said they had met in Mulanje and how they came across each other was purely a barter coincidence of wants. Rather him explaining, he let our new Kenyan explorer share the fascinating story of how he wanted to send funds in Kenya but couldn't find means of transalating our local currency into the Kenyan shilling. So how could these two opposite worlds tie together? When he saw the post of bitcoin accepted here, it sparked the charge. Using Bitcoin, he was able to send funds in Kenya via bitcoin lightening wallet through Tando and Mpesa. As if we were in a cinema watching possibilities become realities, a demostration was showcased how inter transactions are done from a wallet of Satoshi lightening wallet to Tando whilst eating pizza in Malawi.

It was truly a fantastic orange day to pill and slice. See you in the next article as i continue to polish my writing skills.

Pacharo Nyirenda. Bitcoinboma An amature writer but soon to be pro writer & blogger!

@ 69eea734:4ae31ae6

Dies ist der Anfang einer Serie, die ich schreiben möchte. Sie handelt von etwas, das wir verloren haben, und das dennoch, in Teilen, in uns weiterlebt.

Wen meine ich mit dem “wir”? Das Wir kann schnell problematisch werden, wenn man meint für andere zu sprechen, und dann erkennen muss, falsche Annahmen gemacht zu haben.

Als ich diesen Satz schrieb, hatte ich diejenigen von uns im Hinterkopf, die in einer westlichen Industriegesellschaft aufgewachsen sind. Der Verlust ist etwas, das ich spüre, und dem reale Geschehnisse mit zugrunde liegen. Eine Art Sehnsucht wird stärker, wenn ich von bestimmten Ereignissen lese, bei denen Menschen gewaltsam von dem getrennt wurden, das sie bis dahin gehalten und ernährt hatte: Dem Land, zu dem sie gehörten.

---

Worüber ich schreiben möchte, das sind die Commons. Ein weites Feld. Commons, das kann Allmende heißen oder Gemeingüter.

Es geht dabei aber nicht nur um das, was gemeinsam genutzt wird, sondern auch um das Soziale darum herum — wie sich eine Gruppe selbst organisiert, und dabei den Mitgliedern und dem Gemeingut gerecht wird

Es ist eines jener Konzepte, denen mit einer einfachen Definition nicht gut gedient ist. Es geht eher darum, ein Gefühl dafür zu bekommen, sich ihm anzunähern, eine Beziehung aufzubauen. Wenn das gelingt, dann ist man an einer Art neuem Ort, einer neuen (und gleichzeitig alten) Sichtweise angekommen, die man nicht mehr verliert. Und gleichzeitig Teil einer Gemeinschaft geworden.

Zum Commons gehören Personen und das Commoning. Subjekte und ein Verb. Hinzu kommen die Resourcen, die gemeinsam betreut werden. Also Subjekt, Verb, Objekt. Hilfreicher ist es, die Ressourcen ebenfalls als Subjekte zu sehen. Beim ursprünglichen Commons stand der Commoner in einer partnerschaftlichen Beziehung zu dem Land, das seine Lebensgrundlage war. [1]

Die Commons bilden ein Gegengewicht zu Staat und Privatwirtschaft. Sie funktionieren nach einer anderen Logik, und wirken der kapitalistischen Forderung nach exponentiellem Wachstum, und der Vereinzelung der Menschen in der modernen Gesellschaft entgegen.

Mein Vorhaben ist, alle ein bis zwei Wochen einen kurzen Aufsatz zu schreiben, der einen Aspekt der Commons beleuchtet. Der deutsche Wikipedia-Eintrag gibt sehr gut wieder, wie vielschichtig das Thema ist.

Es könnte dabei in folgende Richtungen gehen:

• Geschichte der Enclosures (Einhegungen)
• Kämpfe indigener Kulturen und anarchischer Gemeinschaften
• Bemühungen, Commons und das Commoning in unserer westlichen Kulturn wiederzubeleben und zu fördern
• Das kollektive Trauma, das mit dem Verlust von Gemeingütern, insbesondere Land, verbunden ist
• Wie sich dies in jedem Einzelnen widerspiegelt

Ich schreibe dabei auch, um mir selbst über bestimmte Dinge klar zu werden. Ich bin mit zwei Commons-Bewegungen im Südwesten Englands verbunden, und diese Beziehungen sind nicht immer ganz einfach. Und doch würde ich mich nicht davon lösen wollen.

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Warum schrieb ich davon, dass wir etwas verloren haben, wenn es die Commons doch gibt?

Eine bestimmte Lebensweise, die freien Zugang zu Wald und Acker- und Weideland garantierte, um sich zu ernähren und Holz und Torf zu sammeln, wurde mit den Einhegungen nach und nach zerstört. Während das Leben sicher sehr hart war — und sich zuvor innerhalb der Feudalherrschaft abspielte — sorgten über lange Zeit gewachsene Traditionen und Bräuche dafür, dass Menschen sich zugehörig und versorgt fühlten. Diese Art des Aufgehobenseins ging verloren, als die Landbewohner vertrieben wurden und sich in den Städten als Lohnarbeiter verdingen oder auswandern mussten.

Vor kurzem habe ich ein Buch namens The Traumatised Society gelesen, in dem Fred Harrison das Schicksal des englischen Naturdichters John Clare schildert, der direkt miterlebte, wie das Land eingegrenzt wurde und darüber verzweifelte. Besonders eindrücklich schreibt auch Alastair McIntosh in dem insgesamt sehr erstaunlichen und magischen Buch Soil and Soul über die schottische Version der Einhegungen, die Highland Clearances.

Solche Schilderungen lassen ahnen, wie gewaltsam die Menschen von ihrer früheren Lebensweise getrennt wurden. Später gingen England und andere europäische Mächte in ihren Kolonien ähnlich vor. Die erste Kolonisierung war die der eigenen Bevölkerung. Ich glaube, dass diese Vorgänge uns kollektiv geprägt haben, und wir die Commons brauchen, um den Folgen entgegenzuwirken.

Diese haben aber auch in ihren neueren Formen keinen leichten Stand.

Wie Silke Helfrich schrieb: “Commons existieren nicht in einer heilen Welt, sondern in einer commons-unfreundlichen Umgebung. Es ist daher wichtig, dass Commoners sich bewusst sind, welchen Schatz sie in den Händen halten, um ihn bewahren und entfalten zu können.”

Demnächst mehr...

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\ [1] Der amerikanische Priester und Gelehrte Thomas Berry rief dazu auf, das Universum nicht als eine Ansammlung von Objekten zu sehen, sondern eine Gemeinschaft von Subjekten: The universe is a communion of subjects, not a collection of objects.

@ 04c915da:3dfbecc9

In much of the world, it is incredibly difficult to access U.S. dollars. Local currencies are often poorly managed and riddled with corruption. Billions of people demand a more reliable alternative. While the dollar has its own issues of corruption and mismanagement, it is widely regarded as superior to the fiat currencies it competes with globally. As a result, Tether has found massive success providing low cost, low friction access to dollars. Tether claims 400 million total users, is on track to add 200 million more this year, processes 8.1 million transactions daily, and facilitates $29 billion in daily transfers. Furthermore, their estimates suggest nearly 40% of users rely on it as a savings tool rather than just a transactional currency.

Tether’s rise has made the company a financial juggernaut. Last year alone, Tether raked in over $13 billion in profit, with a lean team of less than 100 employees. Their business model is elegantly simple: hold U.S. Treasuries and collect the interest. With over $113 billion in Treasuries, Tether has turned a straightforward concept into a profit machine.

Tether’s success has resulted in many competitors eager to claim a piece of the pie. This has triggered a massive venture capital grift cycle in USD tokens, with countless projects vying to dethrone Tether. Due to Tether’s entrenched network effect, these challengers face an uphill battle with little realistic chance of success. Most educated participants in the space likely recognize this reality but seem content to perpetuate the grift, hoping to cash out by dumping their equity positions on unsuspecting buyers before they realize the reality of the situation.

Historically, Tether’s greatest vulnerability has been U.S. government intervention. For over a decade, the company operated offshore with few allies in the U.S. establishment, making it a major target for regulatory action. That dynamic has shifted recently and Tether has seized the opportunity. By actively courting U.S. government support, Tether has fortified their position. This strategic move will likely cement their status as the dominant USD token for years to come.

While undeniably a great tool for the millions of users that rely on it, Tether is not without flaws. As a centralized, trusted third party, it holds the power to freeze or seize funds at its discretion. Corporate mismanagement or deliberate malpractice could also lead to massive losses at scale. In their goal of mitigating regulatory risk, Tether has deepened ties with law enforcement, mirroring some of the concerns of potential central bank digital currencies. In practice, Tether operates as a corporate CBDC alternative, collaborating with authorities to surveil and seize funds. The company proudly touts partnerships with leading surveillance firms and its own data reveals cooperation in over 1,000 law enforcement cases, with more than $2.5 billion in funds frozen.

---

The global demand for Tether is undeniable and the company’s profitability reflects its unrivaled success. Tether is owned and operated by bitcoiners and will likely continue to push forward strategic goals that help the movement as a whole. Recent efforts to mitigate the threat of U.S. government enforcement will likely solidify their network effect and stifle meaningful adoption of rival USD tokens or CBDCs. Yet, for all their achievements, Tether is simply a worse form of money than bitcoin. Tether requires trust in a centralized entity, while bitcoin can be saved or spent without permission. Furthermore, Tether is tied to the value of the US Dollar which is designed to lose purchasing power over time, while bitcoin, as a truly scarce asset, is designed to increase in purchasing power with adoption. As people awaken to the risks of Tether’s control, and the benefits bitcoin provides, bitcoin adoption will likely surpass it.

@ e6817453:b0ac3c39

Hey folks! Today, let’s dive into the intriguing world of neurosymbolic approaches, retrieval-augmented generation (RAG), and personal knowledge graphs (PKGs). Together, these concepts hold much potential for bringing true reasoning capabilities to large language models (LLMs). So, let’s break down how symbolic logic, knowledge graphs, and modern AI can come together to empower future AI systems to reason like humans.

The Neurosymbolic Approach: What It Means ?

Neurosymbolic AI combines two historically separate streams of artificial intelligence: symbolic reasoning and neural networks. Symbolic AI uses formal logic to process knowledge, similar to how we might solve problems or deduce information. On the other hand, neural networks, like those underlying GPT-4, focus on learning patterns from vast amounts of data — they are probabilistic statistical models that excel in generating human-like language and recognizing patterns but often lack deep, explicit reasoning.

While GPT-4 can produce impressive text, it’s still not very effective at reasoning in a truly logical way. Its foundation, transformers, allows it to excel in pattern recognition, but the models struggle with reasoning because, at their core, they rely on statistical probabilities rather than true symbolic logic. This is where neurosymbolic methods and knowledge graphs come in.

Symbolic Calculations and the Early Vision of AI

If we take a step back to the 1950s, the vision for artificial intelligence was very different. Early AI research was all about symbolic reasoning — where computers could perform logical calculations to derive new knowledge from a given set of rules and facts. Languages like Lisp emerged to support this vision, enabling programs to represent data and code as interchangeable symbols. Lisp was designed to be homoiconic, meaning it treated code as manipulatable data, making it capable of self-modification — a huge leap towards AI systems that could, in theory, understand and modify their own operations.

Lisp: The Earlier AI-Language

Lisp, short for “LISt Processor,” was developed by John McCarthy in 1958, and it became the cornerstone of early AI research. Lisp’s power lay in its flexibility and its use of symbolic expressions, which allowed developers to create programs that could manipulate symbols in ways that were very close to human reasoning. One of the most groundbreaking features of Lisp was its ability to treat code as data, known as homoiconicity, which meant that Lisp programs could introspect and transform themselves dynamically. This ability to adapt and modify its own structure gave Lisp an edge in tasks that required a form of self-awareness, which was key in the early days of AI when researchers were exploring what it meant for machines to “think.”

Lisp was not just a programming language—it represented the vision for artificial intelligence, where machines could evolve their understanding and rewrite their own programming. This idea formed the conceptual basis for many of the self-modifying and adaptive algorithms that are still explored today in AI research. Despite its decline in mainstream programming, Lisp’s influence can still be seen in the concepts used in modern machine learning and symbolic AI approaches.

Prolog: Formal Logic and Deductive Reasoning

In the 1970s, Prolog was developed—a language focused on formal logic and deductive reasoning. Unlike Lisp, based on lambda calculus, Prolog operates on formal logic rules, allowing it to perform deductive reasoning and solve logical puzzles. This made Prolog an ideal candidate for expert systems that needed to follow a sequence of logical steps, such as medical diagnostics or strategic planning.

Prolog, like Lisp, allowed symbols to be represented, understood, and used in calculations, creating another homoiconic language that allows reasoning. Prolog’s strength lies in its rule-based structure, which is well-suited for tasks that require logical inference and backtracking. These features made it a powerful tool for expert systems and AI research in the 1970s and 1980s.

The language is declarative in nature, meaning that you define the problem, and Prolog figures out how to solve it. By using formal logic and setting constraints, Prolog systems can derive conclusions from known facts, making it highly effective in fields requiring explicit logical frameworks, such as legal reasoning, diagnostics, and natural language understanding. These symbolic approaches were later overshadowed during the AI winter — but the ideas never really disappeared. They just evolved.

Solvers and Their Role in Complementing LLMs

One of the most powerful features of Prolog and similar logic-based systems is their use of solvers. Solvers are mechanisms that can take a set of rules and constraints and automatically find solutions that satisfy these conditions. This capability is incredibly useful when combined with LLMs, which excel at generating human-like language but need help with logical consistency and structured reasoning.

For instance, imagine a scenario where an LLM needs to answer a question involving multiple logical steps or a complex query that requires deducing facts from various pieces of information. In this case, a solver can derive valid conclusions based on a given set of logical rules, providing structured answers that the LLM can then articulate in natural language. This allows the LLM to retrieve information and ensure the logical integrity of its responses, leading to much more robust answers.

Solvers are also ideal for handling constraint satisfaction problems — situations where multiple conditions must be met simultaneously. In practical applications, this could include scheduling tasks, generating optimal recommendations, or even diagnosing issues where a set of symptoms must match possible diagnoses. Prolog’s solver capabilities and LLM’s natural language processing power can make these systems highly effective at providing intelligent, rule-compliant responses that traditional LLMs would struggle to produce alone.

By integrating neurosymbolic methods that utilize solvers, we can provide LLMs with a form of deductive reasoning that is missing from pure deep-learning approaches. This combination has the potential to significantly improve the quality of outputs for use-cases that require explicit, structured problem-solving, from legal queries to scientific research and beyond. Solvers give LLMs the backbone they need to not just generate answers but to do so in a way that respects logical rigor and complex constraints.

Graph of Rules for Enhanced Reasoning

Another powerful concept that complements LLMs is using a graph of rules. A graph of rules is essentially a structured collection of logical rules that interconnect in a network-like structure, defining how various entities and their relationships interact. This structured network allows for complex reasoning and information retrieval, as well as the ability to model intricate relationships between different pieces of knowledge.

In a graph of rules, each node represents a rule, and the edges define relationships between those rules — such as dependencies or causal links. This structure can be used to enhance LLM capabilities by providing them with a formal set of rules and relationships to follow, which improves logical consistency and reasoning depth. When an LLM encounters a problem or a question that requires multiple logical steps, it can traverse this graph of rules to generate an answer that is not only linguistically fluent but also logically robust.

For example, in a healthcare application, a graph of rules might include nodes for medical symptoms, possible diagnoses, and recommended treatments. When an LLM receives a query regarding a patient’s symptoms, it can use the graph to traverse from symptoms to potential diagnoses and then to treatment options, ensuring that the response is coherent and medically sound. The graph of rules guides reasoning, enabling LLMs to handle complex, multi-step questions that involve chains of reasoning, rather than merely generating surface-level responses.

Graphs of rules also enable modular reasoning, where different sets of rules can be activated based on the context or the type of question being asked. This modularity is crucial for creating adaptive AI systems that can apply specific sets of logical frameworks to distinct problem domains, thereby greatly enhancing their versatility. The combination of neural fluency with rule-based structure gives LLMs the ability to conduct more advanced reasoning, ultimately making them more reliable and effective in domains where accuracy and logical consistency are critical.

By implementing a graph of rules, LLMs are empowered to perform deductive reasoning alongside their generative capabilities, creating responses that are not only compelling but also logically aligned with the structured knowledge available in the system. This further enhances their potential applications in fields such as law, engineering, finance, and scientific research — domains where logical consistency is as important as linguistic coherence.

Enhancing LLMs with Symbolic Reasoning

Now, with LLMs like GPT-4 being mainstream, there is an emerging need to add real reasoning capabilities to them. This is where neurosymbolic approaches shine. Instead of pitting neural networks against symbolic reasoning, these methods combine the best of both worlds. The neural aspect provides language fluency and recognition of complex patterns, while the symbolic side offers real reasoning power through formal logic and rule-based frameworks.

Personal Knowledge Graphs (PKGs) come into play here as well. Knowledge graphs are data structures that encode entities and their relationships — they’re essentially semantic networks that allow for structured information retrieval. When integrated with neurosymbolic approaches, LLMs can use these graphs to answer questions in a far more contextual and precise way. By retrieving relevant information from a knowledge graph, they can ground their responses in well-defined relationships, thus improving both the relevance and the logical consistency of their answers.

Imagine combining an LLM with a graph of rules that allow it to reason through the relationships encoded in a personal knowledge graph. This could involve using deductive databases to form a sophisticated way to represent and reason with symbolic data — essentially constructing a powerful hybrid system that uses LLM capabilities for language fluency and rule-based logic for structured problem-solving.

My Research on Deductive Databases and Knowledge Graphs

I recently did some research on modeling knowledge graphs using deductive databases, such as DataLog — which can be thought of as a limited, data-oriented version of Prolog. What I’ve found is that it’s possible to use formal logic to model knowledge graphs, ontologies, and complex relationships elegantly as rules in a deductive system. Unlike classical RDF or traditional ontology-based models, which sometimes struggle with complex or evolving relationships, a deductive approach is more flexible and can easily support dynamic rules and reasoning.

Prolog and similar logic-driven frameworks can complement LLMs by handling the parts of reasoning where explicit rule-following is required. LLMs can benefit from these rule-based systems for tasks like entity recognition, logical inferences, and constructing or traversing knowledge graphs. We can even create a graph of rules that governs how relationships are formed or how logical deductions can be performed.

The future is really about creating an AI that is capable of both deep contextual understanding (using the powerful generative capacity of LLMs) and true reasoning (through symbolic systems and knowledge graphs). With the neurosymbolic approach, these AIs could be equipped not just to generate information but to explain their reasoning, form logical conclusions, and even improve their own understanding over time — getting us a step closer to true artificial general intelligence.

Why It Matters for LLM Employment

Using neurosymbolic RAG (retrieval-augmented generation) in conjunction with personal knowledge graphs could revolutionize how LLMs work in real-world applications. Imagine an LLM that understands not just language but also the relationships between different concepts — one that can navigate, reason, and explain complex knowledge domains by actively engaging with a personalized set of facts and rules.

This could lead to practical applications in areas like healthcare, finance, legal reasoning, or even personal productivity — where LLMs can help users solve complex problems logically, providing relevant information and well-justified reasoning paths. The combination of neural fluency with symbolic accuracy and deductive power is precisely the bridge we need to move beyond purely predictive AI to truly intelligent systems.

Let's explore these ideas further if you’re as fascinated by this as I am. Feel free to reach out, follow my YouTube channel, or check out some articles I’ll link below. And if you’re working on anything in this field, I’d love to collaborate!

Until next time, folks. Stay curious, and keep pushing the boundaries of AI!

@ 866e0139:6a9334e5

Autor: Alexa Rodrian. Dieser Beitrag wurde mit dem Pareto-Client geschrieben. Sie finden alle Texte der Friedenstaube und weitere Texte zum Thema Frieden hier. Die neuesten Pareto-Artikel finden Sie in unserem Telegram-Kanal.

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Die neuesten Artikel der Friedenstaube gibt es jetzt auch im eigenen Friedenstaube-Telegram-Kanal.

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„Triff niemals deine Idole“ heißt ein gängiger Ratschlag. In gewendeten Zeiten stehen zu dem die Werte auf dem Kopf – und manche Künstler mit ihnen. Die Worte, die aus manch ihrer Mündern kommen, wirken, als hätte eine fremde Hand sie auf deren Zunge gelegt.

Die Sängerin Alexa Rodrian erlebte bei der Verleihung des Deutschen Filmpreises einen solchen Moment der Desillusion. Es war der Auftritt des Liedermachers Wolf Biermann. Hören Sie hierzu Alexa Rodrians Text „Wolf Biermann und sein falscher Friede“.

Hier zum Nachhören:

https://soundcloud.com/radiomuenchen/wolf-biermann-und-sein-falscher-friede-von-alexa-rodrian

Dieser Beitrag erschien zuerst auf Radio München.

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Sie sind noch nicht auf Nostr and wollen die volle Erfahrung machen (liken, kommentieren etc.)? Zappen können Sie den Autor auch ohne Nostr-Profil! Erstellen Sie sich einen Account auf Start. Weitere Onboarding-Leitfäden gibt es im Pareto-Wiki.

@ 32e18276:5c68e245

Here's a neat tip for figuring out exactly where your packet went during a traceroute. You can simply paste the output of traceroute into ChatGPT, asking where the packet actually went geographically.

The question

Here's the input I gave it:

``` can you get a sense of this route geographically ?

monad> tracepath nghttp2.org

1?: [LOCALHOST] pmtu 1500 1: _gateway 0.445ms 1: _gateway 0.363ms 2: 24.86.64.1 11.495ms 3: rc1st-be118-1.vc.shawcable.net 8.924ms 4: 24.244.60.69 12.607ms asymm 3 5: 24.244.63.101 9.884ms asymm 3 6: rc1st-be214.vc.shawcable.net 11.561ms asymm 3 7: rc2wt-be50-1.wa.shawcable.net 14.402ms asymm 3 8: rc2wt-be50-1.wa.shawcable.net 14.334ms asymm 3 9: ge3-0.cr02.sea01.pccwbtn.net 13.858ms asymm 4 10: ge3-0.cr02.sea01.pccwbtn.net 13.936ms asymm 4 11: 63-216-84-226.static.pccwglobal.net 191.730ms asymm 8 12: ae1.r01.hkg03.icn.netarch.akamai.com 154.284ms asymm 9 13: ae1.r01.hkg03.icn.netarch.akamai.com 160.912ms asymm 9 14: ae7.r01.tyo03.icn.netarch.akamai.com 156.906ms asymm 9 15: a23-56-142-37.deploy.static.akamaitechnologies.com 189.058ms asymm 10 16: a23-56-142-37.deploy.static.akamaitechnologies.com 189.577ms asymm 10 ```

Response

Tracing the geographical path from your local host to nghttp2.org involves a series of hops that typically represent different network routers or devices. Let's break down the route step-by-step:

1. Localhost to Gateway:

2. This is your local network's gateway, indicating the first point of contact outside your computer.

3. 24.86.64.1:

4. This IP is likely the first hop within your Internet Service Provider's (ISP) network. Given the IP range, this looks like a Canadian IP address, possibly Vancouver (Shaw Communications).

5. rc1st-be118-1.vc.shawcable.net:

6. This indicates a Shaw Communications router, likely in Vancouver, British Columbia.

7. 24.244.60.69 and 24.244.63.101:

8. These are further hops within Shaw Communications' network, still in Vancouver.

9. rc1st-be214.vc.shawcable.net:

10. Another router in Vancouver within Shaw's network.

11. rc2wt-be50-1.wa.shawcable.net:

12. This hop seems to indicate a transition from Vancouver to Washington state in the USA.

13. rc2wt-be50-1.wa.shawcable.net:

14. This appears again, indicating it's a key router in Washington state, likely Seattle.

15. ge3-0.cr02.sea01.pccwbtn.net:

16. This shows the transition to PCCW Global's network, a major international telecommunications provider, in Seattle, Washington.

17. 63-216-84-226.static.pccwglobal.net:

18. Another hop within PCCW Global's network, possibly still in Seattle but preparing for a trans-Pacific jump.

19. ae1.r01.hkg03.icn.netarch.akamai.com:

    • This hop indicates a significant jump to Hong Kong, to an Akamai router. This suggests the use of Akamai's CDN (Content Delivery Network).

20. ae1.r01.hkg03.icn.netarch.akamai.com:

    • Another Akamai router in Hong Kong.

21. ae7.r01.tyo03.icn.netarch.akamai.com:

    • Transition from Hong Kong to Tokyo, Japan, within Akamai's network.

22. a23-56-142-37.deploy.static.akamaitechnologies.com:

    • The final destination is likely a server hosted by Akamai in Japan, which is hosting nghttp2.org.

In summary, the geographical path likely follows this route:

1. Vancouver, Canada (Shaw Communications)
2. Seattle, Washington, USA (Shaw Communications and PCCW Global)
3. Hong Kong (PCCW Global and Akamai)
4. Tokyo, Japan (Akamai)

This route involves both North American and Asia-Pacific regions, indicating a significant geographical spread typically seen in global internet routing.

Summary

This makes traceroute way more understandable. ChatGPT knows enough about the domains to give you a good sense of the geographical path. I will definitely be using this from now on, maybe someone can make a tool to do this automatically and format it nicely.

Obviously don't do this if you actually care about the privacy of your network paths, but I personally could care less so I don't mind feeding the AI overlords in this case.

Until next time!

@ 04c915da:3dfbecc9

One of the most common criticisms leveled against nostr is the perceived lack of assurance when it comes to data storage. Critics argue that without a centralized authority guaranteeing that all data is preserved, important information will be lost. They also claim that running a relay will become prohibitively expensive. While there is truth to these concerns, they miss the mark. The genius of nostr lies in its flexibility, resilience, and the way it harnesses human incentives to ensure data availability in practice.

A nostr relay is simply a server that holds cryptographically verifiable signed data and makes it available to others. Relays are simple, flexible, open, and require no permission to run. Critics are right that operating a relay attempting to store all nostr data will be costly. What they miss is that most will not run all encompassing archive relays. Nostr does not rely on massive archive relays. Instead, anyone can run a relay and choose to store whatever subset of data they want. This keeps costs low and operations flexible, making relay operation accessible to all sorts of individuals and entities with varying use cases.

Critics are correct that there is no ironclad guarantee that every piece of data will always be available. Unlike bitcoin where data permanence is baked into the system at a steep cost, nostr does not promise that every random note or meme will be preserved forever. That said, in practice, any data perceived as valuable by someone will likely be stored and distributed by multiple entities. If something matters to someone, they will keep a signed copy.

Nostr is the Streisand Effect in protocol form. The Streisand effect is when an attempt to suppress information backfires, causing it to spread even further. With nostr, anyone can broadcast signed data, anyone can store it, and anyone can distribute it. Try to censor something important? Good luck. The moment it catches attention, it will be stored on relays across the globe, copied, and shared by those who find it worth keeping. Data deemed important will be replicated across servers by individuals acting in their own interest.

Nostr’s distributed nature ensures that the system does not rely on a single point of failure or a corporate overlord. Instead, it leans on the collective will of its users. The result is a network where costs stay manageable, participation is open to all, and valuable verifiable data is stored and distributed forever.

@ e6817453:b0ac3c39

Introduction: Personal Knowledge Graphs and Linked Data

We will explore the world of personal knowledge graphs and discuss how they can be used to model complex information structures. Personal knowledge graphs aren’t just abstract collections of nodes and edges—they encode meaningful relationships, contextualizing data in ways that enrich our understanding of it. While the core structure might be a directed graph, we layer semantic meaning on top, enabling nuanced connections between data points.

The origin of knowledge graphs is deeply tied to concepts from linked data and the semantic web, ideas that emerged to better link scattered pieces of information across the web. This approach created an infrastructure where data islands could connect — facilitating everything from more insightful AI to improved personal data management.

In this article, we will explore how these ideas have evolved into tools for modeling AI’s semantic memory and look at how knowledge graphs can serve as a flexible foundation for encoding rich data contexts. We’ll specifically discuss three major paradigms: RDF (Resource Description Framework), property graphs, and a third way of modeling entities as graphs of graphs. Let’s get started.

Intro to RDF

The Resource Description Framework (RDF) has been one of the fundamental standards for linked data and knowledge graphs. RDF allows data to be modeled as triples: subject, predicate, and object. Essentially, you can think of it as a structured way to describe relationships: “X has a Y called Z.” For instance, “Berlin has a population of 3.5 million.” This modeling approach is quite flexible because RDF uses unique identifiers — usually URIs — to point to data entities, making linking straightforward and coherent.

RDFS, or RDF Schema, extends RDF to provide a basic vocabulary to structure the data even more. This lets us describe not only individual nodes but also relationships among types of data entities, like defining a class hierarchy or setting properties. For example, you could say that “Berlin” is an instance of a “City” and that cities are types of “Geographical Entities.” This kind of organization helps establish semantic meaning within the graph.

RDF and Advanced Topics

Lists and Sets in RDF

RDF also provides tools to model more complex data structures such as lists and sets, enabling the grouping of nodes. This extension makes it easier to model more natural, human-like knowledge, for example, describing attributes of an entity that may have multiple values. By adding RDF Schema and OWL (Web Ontology Language), you gain even more expressive power — being able to define logical rules or even derive new relationships from existing data.

Graph of Graphs

A significant feature of RDF is the ability to form complex nested structures, often referred to as graphs of graphs. This allows you to create “named graphs,” essentially subgraphs that can be independently referenced. For example, you could create a named graph for a particular dataset describing Berlin and another for a different geographical area. Then, you could connect them, allowing for more modular and reusable knowledge modeling.

Property Graphs

While RDF provides a robust framework, it’s not always the easiest to work with due to its heavy reliance on linking everything explicitly. This is where property graphs come into play. Property graphs are less focused on linking everything through triples and allow more expressive properties directly within nodes and edges.

For example, instead of using triples to represent each detail, a property graph might let you store all properties about an entity (e.g., “Berlin”) directly in a single node. This makes property graphs more intuitive for many developers and engineers because they more closely resemble object-oriented structures: you have entities (nodes) that possess attributes (properties) and are connected to other entities through relationships (edges).

The significant benefit here is a condensed representation, which speeds up traversal and queries in some scenarios. However, this also introduces a trade-off: while property graphs are more straightforward to query and maintain, they lack some complex relationship modeling features RDF offers, particularly when connecting properties to each other.

Graph of Graphs and Subgraphs for Entity Modeling

A third approach — which takes elements from RDF and property graphs — involves modeling entities using subgraphs or nested graphs. In this model, each entity can be represented as a graph. This allows for a detailed and flexible description of attributes without exploding every detail into individual triples or lump them all together into properties.

For instance, consider a person entity with a complex employment history. Instead of representing every employment detail in one node (as in a property graph), or as several linked nodes (as in RDF), you can treat the employment history as a subgraph. This subgraph could then contain nodes for different jobs, each linked with specific properties and connections. This approach keeps the complexity where it belongs and provides better flexibility when new attributes or entities need to be added.

Hypergraphs and Metagraphs

When discussing more advanced forms of graphs, we encounter hypergraphs and metagraphs. These take the idea of relationships to a new level. A hypergraph allows an edge to connect more than two nodes, which is extremely useful when modeling scenarios where relationships aren’t just pairwise. For example, a “Project” could connect multiple “People,” “Resources,” and “Outcomes,” all in a single edge. This way, hypergraphs help in reducing the complexity of modeling high-order relationships.

Metagraphs, on the other hand, enable nodes and edges to themselves be represented as graphs. This is an extremely powerful feature when we consider the needs of artificial intelligence, as it allows for the modeling of relationships between relationships, an essential aspect for any system that needs to capture not just facts, but their interdependencies and contexts.

Balancing Structure and Properties

One of the recurring challenges when modeling knowledge is finding the balance between structure and properties. With RDF, you get high flexibility and standardization, but complexity can quickly escalate as you decompose everything into triples. Property graphs simplify the representation by using attributes but lose out on the depth of connection modeling. Meanwhile, the graph-of-graphs approach and hypergraphs offer advanced modeling capabilities at the cost of increased computational complexity.

So, how do you decide which model to use? It comes down to your use case. RDF and nested graphs are strong contenders if you need deep linkage and are working with highly variable data. For more straightforward, engineer-friendly modeling, property graphs shine. And when dealing with very complex multi-way relationships or meta-level knowledge, hypergraphs and metagraphs provide the necessary tools.

The key takeaway is that only some approaches are perfect. Instead, it’s all about the modeling goals: how do you want to query the graph, what relationships are meaningful, and how much complexity are you willing to manage?

Conclusion

Modeling AI semantic memory using knowledge graphs is a challenging but rewarding process. The different approaches — RDF, property graphs, and advanced graph modeling techniques like nested graphs and hypergraphs — each offer unique strengths and weaknesses. Whether you are building a personal knowledge graph or scaling up to AI that integrates multiple streams of linked data, it’s essential to understand the trade-offs each approach brings.

In the end, the choice of representation comes down to the nature of your data and your specific needs for querying and maintaining semantic relationships. The world of knowledge graphs is vast, with many tools and frameworks to explore. Stay connected and keep experimenting to find the balance that works for your projects.

@ 2b998b04:86727e47

I’ve spent years chasing the promise of freedom.\ In startups. In faith communities. In movements that claimed to be for the people.

And yet — so often, that promise felt just out of reach.\ Conditional. Corporate. Sanitized.\ A freedom with fine print.

But here —\ Here in the thick of Bitcoin 2025, on Nostr, among misfits and builders and signal-bringers —\ something is alive.

It’s not a platform.\ It’s not a marketing strategy.\ It’s not another app promising to “empower” you while locking down your data and selling you out.

It’s freedom rooted in architecture.\ Decentralization not just as a buzzword —\ but as an expression of conviction.

A kind of freedom you can feel in your body:

• When you zap someone’s words because they moved you — not because an algorithm told you to.

• When your identity is yours — keys, not credentials.

• When no one can delete your story because you control the server, or because there is no server — just the relay of your choosing.

This isn’t utopia.\ There are egos. There’s noise. There’s still posturing.\ But it’s different.\ The center of gravity has shifted.

We’re no longer begging institutions to notice us.\ We’re building outside their jurisdiction.

And for the first time in a long time,\ freedom feels close.\ Tangible.\ Joyful.\ Alive.

This isn’t just about tech.\ It’s about trust.\ It’s about choosing to show up —\ to build\ to write\ to signal\ to keep going.

Even when it’s hard.\ Even when no one claps.

Because real freedom doesn’t come from being noticed.\ It comes from being sovereign.

And that’s something no one can take from me again.

—

Written in Las Vegas, during Bitcoin 2025.\ Posted via Nostr. Vibes co-authored by ChatGPT (“Dr. C”).\ Zap: https://tinyurl.com/yuyu2b9t

@ a396e36e:ec991f1c

👤 Generation X and Bitcoin: Between Invisibility, Structural Disillusionment, and Defiance

Generation X, born between 1965 and 1980, has been largely sidelined in generational discourse. Unlike the baby boomers —symbols of stability and prosperity— or millennials and Gen Z —constant fixtures in the media and cultural spotlight— Gen X remains the least mentioned, the least studied, and often not even recognized by its own members as a distinct generation.

Today, they are in midlife —a period that, according to the U-shaped curve of happiness, is one of the most emotionally and psychologically difficult stages: deteriorating health, professional stagnation, and the dual burden of caring for both parents and children. But their condition is not just a matter of age —it’s the product of a unique convergence of economic and political failure.

Structurally, Generation X reached its crucial phase of financial consolidation during the global economic crisis of 2008 —a moment that froze wage growth and severely limited access to housing, investment opportunities, and savings. In parallel, they faced increasing labor precarization: unstable contracts, outsourcing, erosion of social protections, and the dismantling of job security. Compared to other generations, their economic mobility was minimal. Even in terms of wealth accumulation and home ownership, many Gen Xers show weaker indicators than early-born millennials at the same life stage.

At the same time, many countries —especially in Latin America and parts of Europe— turned toward alternative models to free-market systems: socialist proposals that promised redistribution, justice, and equality. But in practice, these models led to state dependency, excessive intervention, economic rigidity, and a loss of productive dynamism. The outcome was devastating: rising poverty, institutional decay, inflation, plummeting investment, growing corruption, and a widespread collapse of trust.

For a generation raised on values of effort, autonomy, and social mobility, this ideological shift brought a double betrayal —first from liberalism, which failed to deliver on its promises, and then from socialism, which entrenched poverty, dependency, and dysfunction.

And yet, while younger generations increasingly embrace state-centric proposals like universal basic income, subsidies, or nationalizations as progressive solutions, many in Gen X see these not as innovation, but as déjà vu —a recycling of failed models they’ve already lived and paid for.

It’s at this point that Bitcoin emerges as more than just a financial technology. For many Gen Xers, Bitcoin is both a symbolic and concrete response — a refuge from a system that betrayed them. It’s not just about investment. It’s about individual sovereignty. They call it “fuck you money” because it represents a total break from traditional structures: it doesn’t depend on banks, governments, political parties, or promises that never materialize.

Bitcoin is money without permission, without censorship, without planned devaluation. It’s a tool for radical autonomy. For a generation marked by skepticism, self-reliance, and disillusionment, it stands as a quiet but powerful form of resistance — a way of saying: “I don’t depend on you. I don’t believe you. I don’t need you.”

Today, while others debate new statist models or more market reforms, many Gen Xers are simply opting out. Bitcoin isn’t just an economic choice — it’s a stance. A way to reclaim the individual control the system once denied them.

@ 5d4b6c8d:8a1c1ee3

Pretty good day today, despite being a bit of a cookie monster again. - Lots of steps from mowing the lawn, walking the dog, and miscellaneous errands - Broke my fast a little early in the morning, but ate healthy until afternoon snacks

Also, I came across a new health app on nostr. Has anyone else used SOUND HSA? It supposedly pays sats for steps.

How did everyone else do with their goals today?

https://stacker.news/items/991609

@ bf47c19e:c3d2573b

Originalni prevod na ecd.rs

Bitcoin: Peer-to-peer sistem elektronskog novca

Satoshi Nakamoto

satoshin@gmx.com

bitcoin.org

Prevedeno na srpski sa bitcoin.org/bitcoin.pdf od strane ECD

Sažetak. Potpuna peer-to-peer verzija elektronskog novca omogućila bi slanje uplata putem interneta direktno od jedne strane ka drugoj bez posredovanja finansijskih institucija. Digitalni potpisi pružaju deo rešenja, ali se glavni benefiti gube ako je i dalje potrebna pouzdana treća strana za sprečavanje dvostruke potrošnje. Predlažemo rešenje problema dvostruke potrošnje korišćenjem peer-to-peer mreže. Mreža vremenski označava transakcije tako što ih hešuje u tekući lanac dokaza o radu (proof of work) temeljen na hešu, formirajući zapis koji se ne može promeniti bez ponovnog rada i objavljivanja dokaza o tom radu. Najduži lanac ne služi samo kao dokaz niza događaja, nego i kao dokaz da je taj niz događaja potvrđen od strane dela peer-to-peer mreže koja poseduju najveću zbirnu procesorsku snagu (CPU). Sve dok većinu procesorske snage kontrolišu čvorovi (nodes) koji ne sarađuju u napadu na mrežu, oni će generisati najduži lanac i nadmašiti napadače. Sama mreža zahteva minimalnu strukturu. Poruke kroz mrežu se prenose uz pretpostavku da svaki čvor čini maksimalan napor da poruku prenese u svom izvornom obliku i na optimalan način, a čvorovi mogu napustiti mrežu i ponovo joj se pridružiti po želji, prihvatajući najduži lanac dokaza o radu kao dokaz onoga što se dogodilo dok ih nije bilo.

1. Uvod

Trgovina na Internetu počela je da se oslanja skoro isključivo na finansijske institucije koje služe kao pouzdani posrednici pri obradi elektronskih plaćanja. Iako sistem radi dovoljno dobro za većinu transakcija i dalje trpi od inherentnih slabosti modela utemeljenog na poverenju.

Potpuno nepovratne transakcije zapravo nisu moguće, jer finansijske institucije ne mogu izbeći posredovanje u rešavanju eventualnih sporova. Troškovi posredovanja povećavaju troškove transakcija, ograničavaju minimalnu praktičnu veličinu transakcija i onemogućuju male, povremene transakcije jer postoji velika šteta zbog gubitka mogućnosti da se izvrše nepovratna plaćanja za nepovratne usluge. Uz mogućnost povraćaja transakcije, potreba za poverenjem raste. Trgovci moraju biti oprezni prema svojim kupcima i tražiti im više informacija nego što bi inače bilo neophodno. Određeni procenat prevara prihvaćen je kao neizbežan. Ovi troškovi i nepouzdanost plaćanja mogu se izbeći korišćenjem gotovine, ali ne postoji mehanizam za elektronsko plaćanje bez pouzdane treće strane.

Ono što je potrebno je elektronski sistem plaćanja zasnovan na kriptografskom dokazu umesto na poverenju, koji omogućava da bilo koje dve strane direktno i dobrovoljno međusobno trguju bez potrebe za posrednikom. Transakcije koje su nepovratne bi zaštitile prodavce od prevara, a escrow mehanizmi mogli bi se lako implementirati radi zaštite kupaca. U ovom dokumentu predlažemo rešenje problema dvostruke potrošnje korišćenjem peer-to-peer distribuiranog servera vremenskih oznaka (timestamp) za generisanje računarskog dokaza o hronološkom redosledu transakcija. Sistem je siguran sve dok pošteni čvorovi zajedno kontrolišu više procesorske snage procesora nego bilo koja udružena grupa napadačkih čvorova.

2. Transakcije

Elektronski novčić definišemo kao lanac digitalnih potpisa. Svaki vlasnik prenosi novčić na sledećeg digitalnim potpisivanjem heša prethodne transakcije i javnog ključa sledećeg vlasnika, dodajući ih potom na kraj novčića. Primalac transakcije može da verifikuje potpise, a time i lanac vlasništva.

Problem je naravno u tome što primalac ne može potvrditi da jedan od prethodnih vlasnika nije dva puta poslao isti novčić. Uobičajeno rešenje je uvođenje pouzdanog centralizovanog posrednika, kreatora novčića koji proverava sve transakcije. Nakon svake transakcije, novčić se mora vratiti kreatoru kako bi se izdao novi novčić i veruje se da samo za novčiće izdate direktno od kreatora možemo biti sigurni da nisu dva puta potrošeni. Problem sa ovim rešenjem je što sudbina čitavog novčanog sistema zavisi od kompanije koja kreira novčiće, jer svaka transakcija mora da prođe kroz nju, baš kao što je slučaj sa bankom.

Treba nam način da primalac bude siguran da prethodni vlasnici nisu potpisali nikakve ranije transakcije kojim bi potrošili taj novčić. Za naše potrebe, računamo transakciju koja se prva desila i ne zanimaju nas naredni pokušaji da se isti novčić ponovo pošalje. Jedini način da sa sigurnošću potvrdimo da taj novčić nije prethodno bio poslat je da imamo informacije o svim transakcijama koje su se ikada desile. U modelu baziranom na centalizovan kreatoru, taj kreator je imao informacije o svim transakcijama i odlučivao koja transakcija je prva stigla. Da bismo to postigli bez pouzdanog posrednika, transakcije moraju biti javno objavljene [1] i potreban nam je sistem u kojem učesnici mogu da se dogovore o jedinstvenoj istoriji redosleda kojim su transakcije primljene. Primaocu je potreban dokaz da se u trenutku dešavanja svake od transakcija većina čvorova složila oko toga da je baš ta transakcija bila ona koja je prva primljena.

3. Server vremenskih oznaka

Rešenje koje predlažemo počinje serverom vremenskih oznaka. Server vremenske oznake radi tako što uzima heš bloka podataka kojem će se dodeliti vremenska oznaka i objavi taj heš svima u mreži, slično kao u novinama ili kao post na Usenet mreži [2-5]. Vremenska oznaka očigledno dokazuje da su podaci morali postojati u to vreme kako bi ušli u haš. Svaka vremenska oznaka sadrži prethodnu vremensku oznaku u svom hešu, formirajući tako lanac, pri čemu svaka dodatna vremenska oznaka pojačava potvrde onih pre nje.

4. Dokaz o radu (Proof-of-Work)

Da bismo implementirali distribuirani server vremenskih oznaka na peer-to-peer principu, moraćemo da koristimo sistem dokaza o radu sličan Hashcash-u Adama Back-a [6], umesto Uneset postova ili novinskih objava. Dokaz o radu uključuje traženje vrednosti koja će, kada se hešuje, na primer pomoću SHA-256 heš funkcije, stvarati heš čiji binarni zapis započinje određenim brojem nula. Prosečna količina potrebnog rada eksponencijalno raste sa brojem potrebnih početnih nula, a može se proveriti izvršavanjem samo jedne heš fuknkcije.

Za našu mrežu vremenskih oznaka implementiramo dokaz o radu povećavajući nonce broja u bloku sve dok se ne pronađe ona vrednost nonce-a koja daje hešu bloka potreban broj početnih nula. Jednom kada se procesorska snaga utroši kako bi se zadovoljio dokaz o radu, blok se ne može izmeniti bez ponovljenog rada. Kako se kasniji blokovi vežu na taj blok, rad potreban da se on izmeni uključivao bi i ponovno obrađivanje svih blokova nakon njega.

Dokaz o radu takođe rešava problem utvrđivanja većine pri odlučivanju. Ako bi se ​​većina zasnivala na principu jednog glasa po IP adresi, mogao bi je narušiti svako ko je u stanju da glasa sa više IP adresa odjednom. Dokaz o radu u osnovi predstavlja jedan glas po jedinici procesorske snage. Većinska odluka je predstavljena najdužim lancem u čije je stvaranje zapravo investirano najviše rada prilikom dokazivanja. Ako većinu procesorske snage kontrolišu pošteni čvorovi, pošten lanac će rasti najbrže i nadmašiće sve konkurentske lance. Da bi izmenio neki od prethodnih blokova, napadač bi morao da ponovi dokaz o radu za taj blok i sve blokove nakon njega, a zatim da sustigne i nadmaši količinu rada poštenih čvorova. Kasnije ćemo pokazati da se dodavanjem novih blokova eksponencijalno smanjuje verovatnoća da će sporiji napadač uspeti da sustigne pošteni lanac.

Da bi se kompenzovalo povećanje brzine hardvera i promenljivo interesovanje ljudi za vođenje čvorova tokom vremena, težina obavljanja dokaza o radu (proof-of-work difficulty) određuje se prema prosečnom broju blokova krairanih za sat vremena. Ako se blokovi stvaraju prebrzo, težina se povećava.

5. Mreža

Koraci za vođenje mreže su sledeći:

1) Nove transakcije se prosleđuju svim čvorovima u mreži. 2) Svaki čvor prikuplja nove transakcije u blok. 3) Svaki čvor radi na pronalaženju dokaza o radu dovoljnog nivoa težine za svoj blok. 4) Kada čvor pronađe dokaz o radu, on emituje taj blok ka svim čvorovima. 5) Čvorovi prihvataju blok samo ako su sve transakcije u njemu ispravne i nisu već potrošene. 6) Čvorovi izražavaju prihvatanje bloka radeći na stvaranju sledećeg bloka u lancu, koristeći heš prihvaćenog bloka kao prethodni heš.

Čvorovi uvek smatraju da je najduži lanac ispravan i nastaviće da rade na njegovom produžavanju. Ako dva čvora istovremeno emituju različite verzije sledećeg bloka, neki čvorovi prvo mogu primiti jedan ili drugi blok. U tom slučaju svaki čvor radi na prvom koji je dobio, ali čuvaju drugu kariku lanca u slučaju da ona postane duža. Dilema će biti rešena kada se pronađe sledeći dokaz o radu i jedna karika postane duža; čvorovi koji su radili na drugoj karici lanca će se prebaciti na dužu kariku.

Emitovanje novih transakcija ne mora nužno doći do svih čvorova. Sve dok stižu do velikog broja čvorova, te transakcije će ući u blok. Slično važi i za blokove, ni oni ne moraju doći odmah do svih čvorova. Ako neki čvor propusti da primi informaciju o bloku, kada mu stigne sledeći blok,primetiće da je propustio jedan, pa će ga tražiti naknadno.

6. Podsticaj

Po pravilu, prva transakcija u bloku je posebna transakcija koja kreira novi novčić u vlasništvu kreatora bloka. Ovo daje podsticaj čvorovima da podrže mrežu i pruža način za početnu ubacivanje novčića u opticaj, budući da ne postoji centralno telo koje ih izdaje. Stalno dodavanje konstantne količine novih novčića liči na rudarenje zlata, gde rudari ulažu resurse kako bi izrudarili nove količine zlata i ubacili ih u opticaj. U našem slučaju ulaže se procesorsko vreme i električna energija.

Podsticaj se takođe može finansirati i transakcionim naknadama. Ako je iznos izlaznog dela transakcije manji od ulaznog, razliku čini naknada za transakciju koja se dodaje iznosu nagrade za kreatora bloka koji sadrži tu transakciju. Nakon što predefinisani broj novčića uđe u opticaj, podsticaj mogu u potpunosti činiti transakcione naknade, čime se sistem oslobađa inflacije.

Čvorovi su na ovaj način podstaknuti da ostanu pošteni. Ako je pohlepni napadač u stanju da angažuje više procesorske snage od svih poštenih čvorova zajedno, morao bi da bira između toga da poništi svoje izvršene transakcije i time prevari ljude ili da procesorsku snagu koristi za stvaranje novih novčića. On bi trebalo bi uvidi da je isplativije igrati po pravilima koja ga nagrađuju sa više novih novčića od svi drugi zajedno, nego da potkopava sistem i vrednost sopstvenog bogatstva.

7. Oslobađanje prostora na hard disku

Kada je dovoljno blokova dodato nakon poslednje transakcije novčića, prethodne transakcije tog novčića se mogu odbaciti kako bi se uštedeo prostor na hard disku. Kako bi se to ostvarilo bez razbijanja heša bloka, transakcije su hešovane u Merkleovo stablo (Merkle Tree) [7] [2] [5], gde je samo koren uključen u heš bloka. Stari blokovi se tada mogu sabiti uklanjanjem nepotrebnih grana drveta. Unutrašnji heševi ne moraju biti skladišteni.

Zaglavlje bloka bez transakcija bilo bi oko 80 bajtova. Ako pretpostavimo da su blokovi generisani svakih 10 minuta, 80 bajtova * 6 * 24 * 365 = 4,2 MB godišnje. Imajući u vidu činjenicu da se u 2008. godini računari uglavnom prodaju sa oko 2 GB RAM-a i Murov zakon koji predviđa trenutni rast od 1,2 GB godišnje, skladištenje ne bi trebalo da predstavlja problem čak i ako se zaglavlja bloka moraju čuvati u memoriji.

8. Pojednostavljena verifikacija plaćanja

Moguće je verifikovati plaćanja bez vođenja čitavog mrežnog čvora. Korisnik samo treba da sačuva kopiju zaglavlja blokova najdužeg lanca dokaza o radu, do koje može doći upitom ka mrežnim čvorovima dok se ne uveri da je dobio najduži lanac i dobije Merkleova granu

koja povezuje transakciju sa blokom u koji je uneta vremenska oznaka za tu transakciju. Ne može samostalno proveriti transakciju, ali povezujući je sa mestom u lancu može videti da je prihvaćena od strane čvora mreže i da su na njen blok dodati naknadni blokovi što dalje potvrđuje da ju je mreža prihvatila.

Kao takva, verifikacija je pouzdana sve dok pošteni čvorovi kontrolišu mrežu, ali je ranjiva ako napadač nadjača ostatak mreže. Čvorovi mreže mogu sami proveriti transakcije, ali napadačeve lažne transakcije mogu zavarati one koji koriste pojednostavljenu metodu verifikacije transakcija sve dok je on u stanju da nadjačava ostatak mreže. Jedna od strategija zaštite bila bi prihvatanje upozorenja čvorova mreže kada otkriju nevažeći blok, pri čemu bi korisnikov softver morao da preuzme ceo blok i sporne transakcije kako bi potvrdio nepravilnost. Biznisi koji primaju česte uplate će verovatno želeti da pokrenu i vode sopstvene čvorove radi brže verifikacije i potrebe da im sigurnost ne zavisi od drugih.

9. Kombinovanje i deljenje vrednosti

Iako bi bilo moguće pojedinačno rukovati novčićima, bilo bi nezgrapno kreirati zasebnu transakciju za svaki cent u toj transferu. Da biste dozvolili podelu i kombinovanje vrednosti, transakcije sadrže više ulaza i izlaza. Obično će postojati ili jedan ulaz iz veće prethodne transakcije ili više unosa koji kombinuju manje iznose, a najviše dva izlaza: jedan za samo plaćanje, a jedan koji vraća kusur, ako ga ima, nazad pošiljaocu.

Treba napomenuti da situacija u kojoj transakcija zavisi od nekoliko drugih transakcija, a te transakcije zavise od još mnogo više, ovde nije problem. Nikada ne postoji potreba za izdvajanjem istorije pojedinačne transakcije.

10. Privatnost

Tradicionalni bankarski model postiže odgovarajući nivo privatnosti ograničavanjem pristupa informacijama na strane uključene u transakciju i posrednika. Neophodnost javnog objavljivanja svih transakcija isključuje mogućnost primene pomenutog modela, ali privatnost se i dalje može zadržati na drugi način: čuvanjem javnih ključeva (public keys) anonimnim. Javnost može videti da neko šalje iznos nekom drugom, ali bez informacija koje povezuju transakciju sa bilo kim. Ovo je slično količini informacija koje objavljuju berze, gde se vreme i veličina pojedinačnih trgovina čine javnim, ali bez navođenja ko su stranke uključene u tu trgovinu.

Kao dodatni zaštitni zid, preporučljivo je koristiti novi par ključeva za svaku transakciju, kako ne bi bili povezane sa zajedničkim vlasnikom. Neka povezivanja su i dalje neizbežna kod transakcija sa više ulaza, koje nužno otkrivaju da su njihovi ulazi bili u vlasništvu istog vlasnika. Rizik je taj da bi se otkrivanjem vlasnik ključa mogle otkriti i ostale transakcije koje su pripadale tom vlasniku.

11. Proračuni

Razmatramo scenario u kome napadač pokušava da generiše alternativni lanac brže od poštenog lanca. Čak i ako se to postigne, to ne omogućuje proizvoljne promene u sistemu, poput stvaranje vrednosti ni iz čega ili uzimanje novca koji nikada nije pripadao napadaču. Pošteni čvorovi neće prihvatiti nevažeće transakcije kao uplatu i nikada neće prihvatiti blok koji ih sadrži. Napadač može samo pokušati da promeni jednu od svojih transakcija kako bi vratio novac koji je nedavno potrošio.

Trka između poštenog lanca i lanca napadača može se predstaviti kao binomska distribucija slučajne diskretne varijable (Binomial Random Walk). Uspešni ishod je da se pošten lanac produži za jedan blok, povećavajući svoje vođstvo za +1, a neuspešni ishod je da se napadačev lanac produži za jedan blok, smanjujući zaostatak za -1.

Verovatnoću da napadač nadoknadi određeni deficit možemo izraziti kroz problem kockareve propasti (Gambler’s Ruin Problem). Pretpostavimo da kockar sa neograničenim iznosom novca počinje sa zaostatkom i igra potencijalno beskonačan broj ponovljenih igara u pokušaju da nadoknadi zaostatak. Možemo izračunati verovatnoću za nadoknađivanje zaostatka ili da će napadač stići pošten lanac, na sledeći način [8]:

p= verovatnoća da pošten čvor pronađe sledeći blok q= verovatnoća da napadač pronađe sledeći blok qz= verovatnoća da će napadač ikada dostići z blokova zaostatka

S obzirom na našu pretpostavku da je p > q, verovatnoća pada eksponencijalno kako se povećava broj blokova koje napadač mora da nadoknadi. Sa šansama protiv njega, ako mu se u početku ne posreći, njegove šanse postaju manje i manje sa povećanjem zaostatka.

Sada razmatramo koliko primalac nove transakcije treba da čeka pre nego što postane

dovoljno siguran da pošiljalac ne može promeniti transakciju. Pretpostavljamo da je pošiljalac napadač koji želi da natera primaoca da veruje da mu je platio, a zatim nakon nekog vremena tu transakciju preusmeri ka sebi. Primalac će primetiti kada se to dogodi, ali pošiljalac se nada da će tad već biti prekasno.

Primalac generiše novi par ključeva i daje javni ključ pošiljaocu neposredno pre potpisivanja transakcije. Ovo sprečava pošiljaoca da unapred pripremi lanac blokova radeći na njemu neprekidno dok mu se ne posreći da stekne dovoljnu prednost i u tom trenutku izvrši transakciju. Kada se transakcija pošalje, nepošteni pošiljalac počinje tajno da radi na paralelnom lancu koji sadrži alternativnu verziju njegove transakcije.

Primalac čeka dok transakcija ne bude dodata u blok, i dok z blokova nije dodato nakon tog bloka. On ne zna tačno koliko je napadač napredovao, ali pod pretpostavkom da su pošteni blokovi kreirani očekivanom dinamikom, potencijalni napredak napadača će biti prikazan kao Poasonova distribucija sa očekivanom vrednošću:

Kako bismo izračunali verovatnoću da napadač ipak može da nadoknadi zaostatak, množimo gustinu verovatnoće za svaki nivo napretka koji je mogao da ostvari sa verovatnoćom da od tog trenutka može da potpuno nadoknadi zaostatak:

Preuređujemo formulu kako bismo izbegli sabiranje beskonačnog broja sabiraka zbog repa distribucije:

I konvertujemo u programski kod u programskom jeziku C…

Kroz par primera, vidimo da verovatnoća opada eksponencijalno sa porastom z.

Rešavanje za P < 0.1%…

12. Zaključak

Predložili smo sistem za elektronske transakcije bez oslanjanja na poverenje. Počeli smo sa uobičajenim šablonom i novčićima nastalim iz digitalnih potpisa, koji pruža snažnu kontrolu nad vlasništvom, ali je nepotpun bez načina da se spreči dvostruka potrošnja. Kako bismo ovo rešili, predložili smo peer-to-peer mrežu koja koristi dokaz o radu za čuvanje javne istorije transakcija čija izmena napadačima brzo postaje računski nepraktična ako pošteni čvorovi kontrolišu većinu procesorske snage. Mreža je robusna u svojoj nestrukturiranoj jednostavnosti. Svi čvorovi rade istovremeno uz malo koordinacije. Ne treba ih identifikovati, jer se poruke ne usmeravaju na jedno određeno mesto nego samo trebaju biti prenete uz maksimalan napor od strane čvorova da se taj prenos odradi na predviđen način. Čvorovi mogu da napuste i ponovo se pridruže mreži po želji, prihvatajući lanac dokaza o radu kao dokaz onoga što se dogodilo dok ih nije bilo. Oni glasaju svojom procesorskom snagom, izražavajući svoje prihvatanje validnih blokova time što pokušavaju da ih nadgrade novim blokovima i odbacuju nevažeće blokove odbijanjem ih nadgrađuju. Sva potrebna pravila i podsticaji mogu se nametnuti ovim mehanizmom postizanja konsenzusa.

Reference:

[1] W. Dai, „b-money,“ weidai.com/bmoney.txt, 1998.

[2] H. Massias, X.S. Avila, and J.-J. Quisquater, „Design of a secure timestamping service with minimal trust requirements,“ In 20th Symposium on Information Theory in the Benelux, May 1999.

[3] S. Haber, W.S. Stornetta, „How to time-stamp a digital document,“ In Journal of Cryptology, vol 3, no 2, pages 99-111, 1991.

[4] D. Bayer, S. Haber, W.S. Stornetta, „Improving the efficiency and reliability of digital time-stamping,“ In Sequences II: Methods in Communication, Security and Computer Science, pages 329-334, 1993.

[5] S. Haber, W.S. Stornetta, „Secure names for bit-strings,“ In Proceedings of the 4th ACM Conference on Computer and Communications Security, pages 28-35, April 1997.

[6] A. Back, „Hashcash – a denial of service counter-measure,“ hashcash.org/papers/hashcash.pdf, 2002.

[7] R.C. Merkle, „Protocols for public key cryptosystems,“ In Proc. 1980 Symposium on Security and Privacy, IEEE Computer Society, pages 122-133, April 1980.

[8] W. Feller, „An introduction to probability theory and its applications,“ 1957.

@ e6817453:b0ac3c39

The temporal semantics and temporal and time-aware knowledge graphs. We have different memory models for artificial intelligence agents. We all try to mimic somehow how the brain works, or at least how the declarative memory of the brain works. We have the split of episodic memory and semantic memory. And we also have a lot of theories, right?

Declarative Memory of the Human Brain

How is the semantic memory formed? We all know that our brain stores semantic memory quite close to the concept we have with the personal knowledge graphs, that it’s connected entities. They form a connection with each other and all those things. So far, so good. And actually, then we have a lot of concepts, how the episodic memory and our experiences gets transmitted to the semantic:

• hippocampus indexing and retrieval
• sanitization of episodic memories
• episodic-semantic shift theory

They all give a different perspective on how different parts of declarative memory cooperate.

We know that episodic memories get semanticized over time. You have semantic knowledge without the notion of time, and probably, your episodic memory is just decayed.

But, you know, it’s still an open question:

do we want to mimic an AI agent’s memory as a human brain memory, or do we want to create something different?

It’s an open question to which we have no good answer. And if you go to the theory of neuroscience and check how episodic and semantic memory interfere, you will still find a lot of theories, yeah?

Some of them say that you have the hippocampus that keeps the indexes of the memory. Some others will say that you semantic the episodic memory. Some others say that you have some separate process that digests the episodic and experience to the semantics. But all of them agree on the plan that it’s operationally two separate areas of memories and even two separate regions of brain, and the semantic, it’s more, let’s say, protected.

So it’s harder to forget the semantical facts than the episodes and everything. And what I’m thinking about for a long time, it’s this, you know, the semantic memory.

Temporal Semantics

It’s memory about the facts, but you somehow mix the time information with the semantics. I already described a lot of things, including how we could combine time with knowledge graphs and how people do it.

There are multiple ways we could persist such information, but we all hit the wall because the complexity of time and the semantics of time are highly complex concepts.

Time in a Semantic context is not a timestamp.

What I mean is that when you have a fact, and you just mentioned that I was there at this particular moment, like, I don’t know, 15:40 on Monday, it’s already awake because we don’t know which Monday, right? So you need to give the exact date, but usually, you do not have experiences like that.

You do not record your memories like that, except you do the journaling and all of the things. So, usually, you have no direct time references. What I mean is that you could say that I was there and it was some event, blah, blah, blah.

Somehow, we form a chain of events that connect with each other and maybe will be connected to some period of time if we are lucky enough. This means that we could not easily represent temporal-aware information as just a timestamp or validity and all of the things.

For sure, the validity of the knowledge graphs (simple quintuple with start and end dates)is a big topic, and it could solve a lot of things. It could solve a lot of the time cases. It’s super simple because you give the end and start dates, and you are done, but it does not answer facts that have a relative time or time information in facts . It could solve many use cases but struggle with facts in an indirect temporal context. I like the simplicity of this idea. But the problem of this approach that in most cases, we simply don’t have these timestamps. We don’t have the timestamp where this information starts and ends. And it’s not modeling many events in our life, especially if you have the processes or ongoing activities or recurrent events.

I’m more about thinking about the time of semantics, where you have a time model as a hybrid clock or some global clock that does the partial ordering of the events. It’s mean that you have the chain of the experiences and you have the chain of the facts that have the different time contexts.

We could deduct the time from this chain of the events. But it’s a big, big topic for the research. But what I want to achieve, actually, it’s not separation on episodic and semantic memory. It’s having something in between.

Blockchain of connected events and facts

I call it temporal-aware semantics or time-aware knowledge graphs, where we could encode the semantic fact together with the time component.I doubt that time should be the simple timestamp or the region of the two timestamps. For me, it is more a chain for facts that have a partial order and form a blockchain like a database or a partially ordered Acyclic graph of facts that are temporally connected. We could have some notion of time that is understandable to the agent and a model that allows us to order the events and focus on what the agent knows and how to order this time knowledge and create the chains of the events.

Time anchors

We may have a particular time in the chain that allows us to arrange a more concrete time for the rest of the events. But it’s still an open topic for research. The temporal semantics gets split into a couple of domains. One domain is how to add time to the knowledge graphs. We already have many different solutions. I described them in my previous articles.

Another domain is the agent's memory and how the memory of the artificial intelligence treats the time. This one, it’s much more complex. Because here, we could not operate with the simple timestamps. We need to have the representation of time that are understandable by model and understandable by the agent that will work with this model. And this one, it’s way bigger topic for the research.”

@ a39d19ec:3d88f61e

A state-controlled money supply can influence the development of socialist policies and practices in various ways. Although the relationship is not deterministic, state control over the money supply can contribute to a larger role of the state in the economy and facilitate the implementation of socialist ideals.

Fiscal Policy Capabilities

When the state manages the money supply, it gains the ability to implement fiscal policies that can lead to an expansion of social programs and welfare initiatives. Funding these programs by creating money can enhance the state's influence over the economy and move it closer to a socialist model. The Soviet Union, for instance, had a centralized banking system that enabled the state to fund massive industrialization and social programs, significantly expanding the state's role in the economy.

Wealth Redistribution

Controlling the money supply can also allow the state to influence economic inequality through monetary policies, effectively redistributing wealth and reducing income disparities. By implementing low-interest loans or providing financial assistance to disadvantaged groups, the state can narrow the wealth gap and promote social equality, as seen in many European welfare states.

Central Planning

A state-controlled money supply can contribute to increased central planning, as the state gains more influence over the economy. Central banks, which are state-owned or heavily influenced by the state, play a crucial role in managing the money supply and facilitating central planning. This aligns with socialist principles that advocate for a planned economy where resources are allocated according to social needs rather than market forces.

Incentives for Staff

Staff members working in state institutions responsible for managing the money supply have various incentives to keep the system going. These incentives include job security, professional expertise and reputation, political alignment, regulatory capture, institutional inertia, and legal and administrative barriers. While these factors can differ among individuals, they can collectively contribute to the persistence of a state-controlled money supply system.

In conclusion, a state-controlled money supply can facilitate the development of socialist policies and practices by enabling fiscal policies, wealth redistribution, and central planning. The staff responsible for managing the money supply have diverse incentives to maintain the system, further ensuring its continuation. However, it is essential to note that many factors influence the trajectory of an economic system, and the relationship between state control over the money supply and socialism is not inevitable.

@ cd408a69:797e8162

Nostrasia Hackathon

Welcome FOSS hackers and creatives who care deeply about freedom technology!

自由のテクノロジーに深い関わりたい FOSS ハッカーとクリエイター、あつまれ！

We're joining forces with Bolt.Fun for a month-long hackathon bridging Bitcoin and NOSTR (Notes and Other Stuff Transmitted by Relays), culminating with a special three day sprint and live event in Tokyo at the Nostrasia Conference.

私たちは、Bolt.Fun と協力して、ビットコインと Nostrを橋渡しする ハッカソンを、1 か月間かけて開催します。 クライマックスは東京で開催されるNostrasia Tokyo が舞台。3日間の特別なスプリントとライブ イベントで最高潮に達します。

Be a Part of the Early Days of Nostr

Nostr の創成期を共に作り上げましょう

Help build the future of Nostr! Like the early days of Bitcoin or of the Internet, Nostr is nascent open technology shaping new types of social experiences to connect people across the globe. It carries a foundation of principles similar to Bitcoin, like decentralization, simplicity, and censorship-resistance.

Nostr の未来を築くのに協力してください！ビットコインやインターネットの初期と同じように、Nostr は世界中の人々をつなぐ新しいソーシャル体験を形成するオープン テクノロジーの初期段階にあります。 Nostr には「分散化」「シンプルさ」「検閲耐性」など、ビットコインと同様の原則が組み込まれています。

Orange-Pill people through the Purple-Nostr-Pill

オレンジピル（ビットコイン）から紫の Nostr のピルへ

Bitcoin and Nostr communities are in synergy. What started as a social protocol is quickly transforming into a space for exploration on ways to support content creators through bitcoin lightning micro payments, often referred to as zaps. Bitcoin integration to the nostr protocol strengthens Bitcoin's use case as a currency of exchange. It carves new paths to a culture of value4value.

ビットコインと Nostr のコミュニティは相乗効果を発揮します。 Nostr はソーシャルプロトコルとしてはじまりましたが、今では Zap （ビットコイン の ライトニング マイクロペイメント）を通じてコンテンツ クリエイターをサポートする方法を模索する空間へと急速に進化しています。 Nostr プロトコルにビットコインが組み合わさることで、交換通貨としてのビットコインの働きが強化されます。 それは、"value4value" の文化への新しい道を切り開くでしょう。

Help People HODL their Keys (Social+Monetary)

人々が自分のキーを HODL （長期保有）できるように支援します （ソーシャル + 金銭的に）

Nostr exists outside of the rule of platforms and those who seek to control them. HODLing your nostr keys is hodling your identity and social graph, outside of KYC. By helping develop and educate on NOSTR, you are helping people escape walled gardens & gain control and choice over their identities & their money. The Internet, over time, has become centralized, help Nostr stay decentralized by supporting the growth of an ecosystem of apps, websites, microapps, relay services...

Nostr はプラットフォームやそれを制御しようとする人々の支配の外にあります。 Nostr keys を持つことは、KYC （本人確認）以外であなたのアイデンティティとソーシャル グラフを保持することになります。 Nostr の開発や教育に貢献することは、人々が束縛から解放され、アイデンティティやお金に対する主導権を得られるよう支援することにもなるのです。 時間の経過とともに集中化されてきたインターネットですが、Nostr のアプリ／Web サイト／マイクロアプリ／リレー サービスのエコシステムの成長をサポートすることで、Nostr の分散化を維持できるようになります。

Permissionless Building

許可を必要としない構築

Opportunities abound in an environment ripe for innovation:

• Develop & design new nostr white label clients, middleware, microapps...
• Help improve existing Nostr FOSS projects
• Contribute directly to protocol development through NIPs (Nostr Implementation Possibilities)
• Encourage nostr and bitcoin adoption through art, education, and any way you like

イノベーションの機が熟した環境には、チャンスが溢れています。

• Nostr の真新しい クライアント、ミドルウェア、マイクロアプリを開発したりデザインする
• 既存の Nostr FOSS プロジェクトの改善に寄与する
• NIP (Nostr Implementation Possibilities) を通じたプロトコル開発に直接貢献する
• 芸術、教育、その他好きな方法を通じて Nostr とビットコインの普及を推進する

Hack in a Supportive Environment

サポートされた環境でハックしよう

We have a growing list of knowledgeable people with skin-in-the-game to mentor and support your journey. Once your project matures, you may also have 1-on-1 guidance to help you reach your vision and discover ways of growing and funding it.

私たちは、あなたの道のりを指導しサポートしてくれる知識豊富なメンターを増やしています。 プロジェクトが成熟した暁には、1対1のガイダンスを受けられる可能性もあります。それは、あなたのビジョンを達成し、成長させて資金を得る方法を発見するのに役立つでしょう。

Nostr has a blossoming community open to innovation. It is also a great testing ground, as people in the community are open to giving and receiving feedback. It is an environment encouraging conversation on feature ideas as well as possible solutions to social media issues and product bugs.

Nostr には、イノベーションに対してオープンで、発展しているコミュニティがあります。 コミュニティの人々はフィードバックの授受にオープンであるため、優れた実験の場にもなります。 機能のアイデアや、ソーシャル メディアの課題や製品のバグの解決策についての会話を促進する環境です。

NostrHack Tracks

You have 3 options

NostrHack Tracks には3つのオプションがあります

Track 1: Builder's Track - Reimagine Nostr

トラック1 : ビルダーのトラック - Nostr を再考しよう

If you can think of it, it can be engineered! Nostr encourages permissionless building while staying mindful of interoperability and network support. Help BUIDL, design, and improve an area you are passionate about. Reimagine and BUIDL features, tools, clients... Help solve issues and create new experiences in social media.

思いつくことができれば、エンジニアリングできる！ Nostr は、相互運用性とネットワーク サポートに留意しながら、パーミッションレスな構築 (BUIDL) を奨励しています。 あなたが情熱を注いでいる分野での構築、設計、改善に貢献してください。 機能やツール、クライアントを再考して構築 (BUIDL) し、ソーシャル メディアでの課題を解決して新しい体験を生み出すのに協力してください。

Possibilities...

これを踏まえて…

BUILD on the NOSTR Protocol

The Nostr Implementation Possibilities (NIPs) are optional protocol features anyone can add to their clients. Improve and strengthen existing NIPs or build on new ones. NOSTR is a balance of simplicity, interoperability, backward-compatibility and innovation.

NIPs は、誰でもクライアントに追加できるオプションのプロトコル機能です。 既存の NIP を改善および強化するか、新しい NIP を構築してください。 Nostr は、シンプルさ、相互運用性、下位互換性、革新性のバランスを保っています。

Focus on UX

Nostr is made up of a wide range of clients and tools. To make NOSTR scalable, you can help improve its user experience and education.

Nostr は幅広いクライアントとツールで形成されています。 Nostr をスケーラブルにするために、UX と教育の改善に協力してください。

Help shape a Web of Trust

Nostr cares about removing the KYC tied to our identities. To use Nostr you do not need to give up your phone number, email, financial information, or any metadata tied to your real world identity to be later harvested and sold. You are not the product. What are ways that trust can be earned to prevent impersonation, spam...?

Nostr は、私たちの身元に関連付けられた KYC （個人情報）を取り除けるようにしています。 Nostr を使用しても、電話番号、電子メール、財務情報、または現実世界のアイデンティティに関連付けられたメタデータを、収集されたり販売されたりして手放すことになる心配がありません。 あなたは商品ではないのです。 その中で、なりすましやスパムを防ぐために、信頼を獲得するにはどうすればよいでしょうか...?

NIP05/Nostr address

One of the solutions to build a web of trust used today, is to tie your nostr hex public key to a domain. Although this makes it harder for bots to have nostr addresses, it is not a perfect solution. Domains are centralized through DNS. To help people who do not have their own domains or cannot easily add a NIP05 on their sites, your nostr address can be hosted as a service along with other people's. At this moment, you can highlight just one nostr address per profile. In the future, could it include your website, where you work, and other identifiers... What are other possible solutions?

現在使用されている信頼獲得のための解決策の 1 つは、Nostr の HEX 公開鍵をドメインに結び付けることです。 これにより、完璧な解決策ではないものの、bot などが Nostr アドレスを持つことが難しくなります。 ドメインは DNS を通じて一元化されています。 独自のドメインを持っていない人や、自分では NIP-05 を簡単に追加できない人のために、あなたの Nostr アドレスをサービスとして他の人のものと一緒にホストすることも可能です。 現時点では、プロフィールごとに1つの Nostr アドレスのみを強調表示できますが、将来的には、Web サイト、勤務先、その他の識別情報も含められるようになる可能性があります...この他にも考えられる解決策は何かありますか？

On Decentralization & Discoverability

分散化と発見可能性について

Your identity in NOSTR is tied to your keys, but your information needs to be shared and found across a network of relays. To promote decentralization and censorship resistance, relays need to be easy to setup, lightweight, and sustainable. Relays get to choose what information passes through them, so they are also a form of spam prevention that could potentially also become censoring, so both the relay-runners and the individuals connecting to relays need to have choice and policies cannot be homogenous one-size-fits-all. What are possible solutions to make setting up relays easier, to make running a relay sustainable, to have new ways of discovering information...

Nostr での ID はキーに関連付けられていますが、その情報はリレーのネットワーク全体で共有され、検索できる必要があります。 分散化と検閲耐性を促進するために、リレーはセットアップが簡単で、軽量で、持続可能である必要があります。 リレーは通過する情報を選択できるため、スパム防止の一形態である一方で検閲にもなり得ます。そのため、リレー管理者とリレーに接続する個人の両方に選択権が必要で、ポリシーが全てに対し画一的になってはいけません。 リレーのセットアップを容易にし、リレーの実行を持続可能にし、情報を発見する新しい方法を実現するには、どのような解決策が考えられるでしょうか...？

Buidl tools to connect to Git, as a decentralized alternative to GitHub

GitHub の分散型代替手段として、Git に接続するための BUIDL ツール

Media Uploads

To keep relays lightweight, images are hosted by uploading them to the web, and keeping only the links to them in the data within individual nostr notes. This has led to developing image uploading services specific to nostr, but they carry the risk of centralization or censorship. Some product makers and relay runners are looking into direct uploads to Cloud services. What are possible solutions to the handling of media (images, videos, music...)?

リレーを軽量に保つために、画像は Web にアップロードしてホストされ、各投稿のデータには画像へのリンクのみが保持されます。そんな中で、Nostr に特化した画像アップロード サービスが開発されましたが、集中化や検閲のリスクが伴います。 一部のプロダクト開発者やリレー管理者は、クラウド サービスへの直接アップロードを検討しています。 メディア（画像、ビデオ、音楽など）の処理について、考えられるよい解決策はありますか？

Social Signals

People have the choice to block and mute others, this gives signals to relays, which can reenact policies based on those and other signals. Relays need to be able to differentiate real signals from those wanting to game the system for censorship. Relay runners need to have the capacity to make decisions on what to allow or reject.

ユーザーは他のユーザーをブロックしたりミュートできます。ユーザーの設定内容はリレーに送信され、リレーはその設定に基づいてそれぞれのポリシーを再現できます。 リレーは、実際の設定と、検閲のためにシステムを操作しようとする設定を区別する必要があります。 リレーの管理者には、何を許可し、何を拒否するかを決定する能力が必要です。

Track 2 : Marketplaces & Value4Value

Make freedom of exchange fun again! Nostr extends beyond social. It is integrating ways for content creators to be supported through lightning micropayments, called zaps, for their creations. The possibilities of building niche value4value economies through the exchange of products, services, and ideas, is growing through various avenues: Marketplaces, fundraising, blogs, music, streaming... devise new robust ways of integrating NOSTR and Bitcoin of monetary and skill exchange. Seek to explore distributed, digital reciprocity and free trade. Encourage a culture of value4value.

自由な交流を再び楽しく！ Nostr はソーシャルを超えて広がります。 Zap と呼ばれるマイクロペイメントを通じて、コンテンツクリエイターの作品をサポートできる方法を兼ね備えています。 製品、サービス、アイデアの交換を通じてニッチな価値と価値（value4value）の経済を構築する可能性は、さまざまな手段を通じて拡大しています : マーケットプレイス、資金調達、ブログ、音楽、ストリーミングなど... Nostr とビットコインを組み合わせて、金銭とスキルの交換を行う新しい堅牢な方法を考案します。分散型、デジタル相互主義、自由貿易を探究してください。 価値対価値（value4value）の文化を促進してください。

A value4value culture is not only about the individuals using NOSTR products and services, but also about the developers and creatives building sustainable projects. What are ways of sustaining NOSTR through Bitcoin that do NOT make the individual user the product and that are privacy mindful?

value4value の文化は、Nostr の製品やサービスを使用する個人だけでなく、持続可能なプロジェクトを構築する開発者やクリエイターにも関係します。 個人ユーザーを製品にすることなくプライバシーに配慮しながら、ビットコインを通じて Nostr を持続させる方法は何ですか？

Possibilities...

On Social and Economic Signals

Zaps

Many nostr clients have implemented lightning zap payments. Imagine instead of liking a nostr note, you can zap someone's note and they can receive bits/sats in appreciation for their content. It is a strong signal to creators of the kind of content their audiences are looking for. The Apple App Store has recently banned the zapping of specific notes, per Apple's policy that makes the sale of digital content prohibited except when paid through their services. Fortunately, Nostr exists in many decentralized forms outside of app stores and the community is creating new and innovative ways to send bitcoin and free speech from relay to relay, circumventing barriers as they appear. What are solutions that can make NOSTR and zaps ubiquitous?

多くの Nostr クライアントが Zap を導入しています。Nostr での投稿を「いいね」する代わりに Zap すると、その内容に対する感謝としてビットコイン（サトシ）を受け取ることができるイメージです。 これは、フォロワーがどのような種類のコンテンツを求めているかをクリエイターに伝える強力なシグナルになります。 Apple App Storeは最近、サービスを通じて支払われる場合を除きデジタルコンテンツの販売を禁止するというAppleのポリシーに従い、特定の投稿への Zap を禁止しました。 幸い、Nostr は多くが App Store の外で分散型で存在しているため、コミュニティは障壁を回避しながら、ビットコインと言論の自由をリレーからリレーに送信するための革新的な方法を生み出しています。 Nostr と Zaps をユビキタスにするソリューションとは何ですか？

Track 3 : Empower Communities

Give choice and control back to the individual! Create paths forward to help onboard millions of new users and restore free and uncensored speech to the world

選択とコントロールを個人に返そう。 何百万人もの新規ユーザーの参加を支援し、自由で検閲されていない言論を世界に取り戻すための道筋を作り出してください。

Possibilities...

On Security, Privacy & Self-Custody

Private Communication

Direct Messages on NOSTR are encrypted, but metadata is leaked. If someone's key is compromised, whoever has access to that account can read those messages. Integrating secure and reliable encrypted communication protocols, like the SimpleX messaging protocol, is especially desired by the community, as many in Nostr are aware of the risks of surveillance, authoritarianism, government and Big Tech overreach... Private communication is important for individual rights, in particular for activists and journalists across the globe.

Nostr のダイレクト メッセージは暗号化されていますが、メタデータは漏洩します。 誰かのキーが侵害された場合、そのアカウントにアクセスできる人は誰でもそれらのメッセージを読むことができてしまうのです。Nostr の多くの人が監視、権威主義、政府とビッグテックの行き過ぎのリスクを認識しているため、 SimpleX メッセージング プロトコルのような安全で信頼性の高い暗号化通信プロトコルの統合が、コミュニティによって特に望まれています...プライベート通信は個人の権利にとって重要です 、特に世界中の活動家やジャーナリストにとって。

Zaps & Privacy

Current lightning zap payments tend to be custodial and not mindful of privacy, though they are helping onboard people unto lightning. What are ways that people can grow into non-custodial solutions? A wider adoption of Bolt-12 would improve zap payment privacy, what are ways to encourage that development? What are other possible solutions?

現在のザップの支払いは、ライトニングペイメントに出会うのに役立っているものの、カストディアル（管理的）でプライバシーに配慮していない傾向にあります。 ノンカストディアル（非監護的）なものになるよう解決する方法はありませんか？ Bolt-12 が広く採用されれば、Zap 支払いのプライバシーが向上しますが、その開発を促進するにはどのような方法がありますか？また、他に考えられる解決策はありませんか？

Closing Live 3-Day Sprint at the Nostrasia Conference

Nostrasia Tokyo 3日間のライブスプリントによる締めくくり

Tokyo | Nov 1-3 (you can also join virtually)

If you heard of the Nostrica unconference, which happened in Costa Rica in March of this year, Nostrasia is the second Nostr World conference, bringing NOSTR and Bitcoin awareness to the heart of Asia, where freedom communication and freedom money are direly needed.

今年の3月にコスタリカで開催された Nostrica のことをご存知の方もいると思いますが、ノストラジアは2回目の Nostr 世界カンファレンスです。自由なコミュニケーションと自由なお金が切実に必要とされているアジアの中心にNostr とビットコインの認識をもたらします。

Tokyo and Hong Kong are beautiful cultural hubs with budding Nostr and thriving Bitcoin communities of their own. We are eager to spread NOSTR education and development in those regions and beyond. We will close this Nostrasia month-long hackathon with a 3-day sprint at the Nostrasia Conference in Tokyo.

東京と香港は、新進気鋭のNostrと繁栄する独自のビットコインコミュニティを持つ美しい文化の中心地です。 私たちは、Nostr の教育と開発をこれらの地域やその他の地域に広めることに熱心に取り組んでいます。 この Nostrasia の 1 か月にわたるハッカソンは、Nostrasia Tokyo での 3 日間のスプリントをもって終了します。

We will have a dedicated workshop area and food for you to hack away on the final details of your projects. On the last day of the conference, the most robust projects will get time on stage to present. We will close the Nostrasia Hackathon with a special presentation.

プロジェクトの最終的な詳細を検討するための専用のワークショップ エリアと食事をご用意します。 カンファレンスの最終日には、最も強力なプロジェクトがステージ上でプレゼンテーションを行う時間が与えられます。 Nostrasia Hackathon は特別なプレゼンテーションで締めくくられます。

We cannot wait to see what new and exciting projects are proposed for the Nostrasia Hackathon. We’re eager to welcome devs and non-devs alike to contribute to this space and help #grownostr in any small way to help onboard Asia, and the rest of the world to this robust open communication protocol and decentralized freedom of speech tool.

Nostrasia Hackathon ではどんな斬新でエキサイティングなプロジェクトが提案されるのか楽しみです。 私たちは、開発者も非開発者も同様にこの分野に貢献し、アジアやその他の世界をこの堅牢なオープン通信プロトコルと分散型言論の自由ツールに参加させるために、どんな小さな方法でも #grownostr を支援してくれることを心から歓迎しています。

@ 21335073:a244b1ad

Please respect Virginia Giuffre’s memory by refraining from asking about the circumstances or theories surrounding her passing.

Since Virginia Giuffre’s death, I’ve reflected on what she would want me to say or do. This piece is my attempt to honor her legacy.

When I first spoke with Virginia, I was struck by her unshakable hope. I had grown cynical after years in the anti-human trafficking movement, worn down by a broken system and a government that often seemed complicit. But Virginia’s passion, creativity, and belief that survivors could be heard reignited something in me. She reminded me of my younger, more hopeful self. Instead of warning her about the challenges ahead, I let her dream big, unburdened by my own disillusionment. That conversation changed me for the better, and following her lead led to meaningful progress.

Virginia was one of the bravest people I’ve ever known. As a survivor of Epstein, Maxwell, and their co-conspirators, she risked everything to speak out, taking on some of the world’s most powerful figures.

She loved when I said, “Epstein isn’t the only Epstein.” This wasn’t just about one man—it was a call to hold all abusers accountable and to ensure survivors find hope and healing.

The Epstein case often gets reduced to sensational details about the elite, but that misses the bigger picture. Yes, we should be holding all of the co-conspirators accountable, we must listen to the survivors’ stories. Their experiences reveal how predators exploit vulnerabilities, offering lessons to prevent future victims.

You’re not powerless in this fight. Educate yourself about trafficking and abuse—online and offline—and take steps to protect those around you. Supporting survivors starts with small, meaningful actions. Free online resources can guide you in being a safe, supportive presence.

When high-profile accusations arise, resist snap judgments. Instead of dismissing survivors as “crazy,” pause to consider the trauma they may be navigating. Speaking out or coping with abuse is never easy. You don’t have to believe every claim, but you can refrain from attacking accusers online.

Society also fails at providing aftercare for survivors. The government, often part of the problem, won’t solve this. It’s up to us. Prevention is critical, but when abuse occurs, step up for your loved ones and community. Protect the vulnerable. it’s a challenging but a rewarding journey.

If you’re contributing to Nostr, you’re helping build a censorship resistant platform where survivors can share their stories freely, no matter how powerful their abusers are. Their voices can endure here, offering strength and hope to others. This gives me great hope for the future.

Virginia Giuffre’s courage was a gift to the world. It was an honor to know and serve her. She will be deeply missed. My hope is that her story inspires others to take on the powerful.

@ 9ecbb0e7:06ab7c09

Según nos reporta y documenta la familia, la niña pequeña de 3 años de edad Leadi Kataleya Naranjo, hija del preso de conciencia Idael Naranjo Pérez, ha sido citada para mañana por la Seguridad del Estado de #Cuba. La citación no ofrece duda e indica los dos nombres, apellido y la dirección de la abuela paterna, donde entregaron la citación, y la abuela también ha sido citada y amenazada de desobediencia. Si la niña no se presenta, amenazan de acusarla igualmente de "desobediencia". La abuela se preocupó, les dijo la edad, y aún así entregaron la citación y se fueron. Que "debían presentarse". Nada más. Desalmados son, pero... ¿Qué clase de locos de atar están al mando en #Cuba? ¿Qué pretenden citando y amenazando a una niña de 3 años? Esa niña no puede ir a esa ignominiosa citación. ¿A oír qué? ¿A responder qué? El tema da ASCO. La familia no quiere llevar a la niña, y necesitan todo el apoyo para que esta locura se aclare y se detenga. Desgraciadamente hemos visto cosas iguales o peores. Niños amenazados, separados por la fuerza de sus padres, menores torturados... El régimen de Cuba da mucho asco, por todos lados rezuma repugnancia y degradación. Todo lo que sucede en Cuba clama al cielo, y estas barbaries son distópicas. ¡MANTENGAN AL MARGEN A LOS NIÑOS, DESALMADOS ENFERMOS! Bastante daño causan con la Ley de los 8 años que tiene a miles de niños huérfanos, separados forzosamente de sus madres para castigarlas a ellas por no doblegarse a trabajar en las misiones médicas esclavas de Cuba en el exterior, como sentenció el Comité de los Derechos del Niño. ¡BASTA YA!

11jul #11j #11jCuba #CubaEsUnaDictadura #UNICEF @uniceflac @unicefenespanol

@ a39d19ec:3d88f61e

This week's functional 3d print is the "Dino Clip".

Dino Clip

I printed it some years ago for my son, so he would have his own clip for cereal bags.

Now it is used to hold a bag of dog food close.

The design by "Sneaks" is a so called "print in place". This means that the whole clip with moving parts is printed in one part, without the need for assembly after the print. The clip is very strong, and I would print it again if I need a "heavy duty" clip for more rigid or big bags. Link to the file at Printables

@ 91bea5cd:1df4451c

O Contexto Legal Brasileiro e o Consentimento

No ordenamento jurídico brasileiro, o consentimento do ofendido pode, em certas circunstâncias, afastar a ilicitude de um ato que, sem ele, configuraria crime (como lesão corporal leve, prevista no Art. 129 do Código Penal). Contudo, o consentimento tem limites claros: não é válido para bens jurídicos indisponíveis, como a vida, e sua eficácia é questionável em casos de lesões corporais graves ou gravíssimas.

A prática de BDSM consensual situa-se em uma zona complexa. Em tese, se ambos os parceiros são adultos, capazes, e consentiram livre e informadamente nos atos praticados, sem que resultem em lesões graves permanentes ou risco de morte não consentido, não haveria crime. O desafio reside na comprovação desse consentimento, especialmente se uma das partes, posteriormente, o negar ou alegar coação.

A Lei Maria da Penha (Lei nº 11.340/2006)

A Lei Maria da Penha é um marco fundamental na proteção da mulher contra a violência doméstica e familiar. Ela estabelece mecanismos para coibir e prevenir tal violência, definindo suas formas (física, psicológica, sexual, patrimonial e moral) e prevendo medidas protetivas de urgência.

Embora essencial, a aplicação da lei em contextos de BDSM pode ser delicada. Uma alegação de violência por parte da mulher, mesmo que as lesões ou situações decorram de práticas consensuais, tende a receber atenção prioritária das autoridades, dada a presunção de vulnerabilidade estabelecida pela lei. Isso pode criar um cenário onde o parceiro masculino enfrenta dificuldades significativas em demonstrar a natureza consensual dos atos, especialmente se não houver provas robustas pré-constituídas.

Outros riscos:

Lesão corporal grave ou gravíssima (art. 129, §§ 1º e 2º, CP), não pode ser justificada pelo consentimento, podendo ensejar persecução penal.

Crimes contra a dignidade sexual (arts. 213 e seguintes do CP) são de ação pública incondicionada e independem de representação da vítima para a investigação e denúncia.

Riscos de Falsas Acusações e Alegação de Coação Futura

Os riscos para os praticantes de BDSM, especialmente para o parceiro que assume o papel dominante ou que inflige dor/restrição (frequentemente, mas não exclusivamente, o homem), podem surgir de diversas frentes:

1. Acusações Externas: Vizinhos, familiares ou amigos que desconhecem a natureza consensual do relacionamento podem interpretar sons, marcas ou comportamentos como sinais de abuso e denunciar às autoridades.
2. Alegações Futuras da Parceira: Em caso de término conturbado, vingança, arrependimento ou mudança de perspectiva, a parceira pode reinterpretar as práticas passadas como abuso e buscar reparação ou retaliação através de uma denúncia. A alegação pode ser de que o consentimento nunca existiu ou foi viciado.
3. Alegação de Coação: Uma das formas mais complexas de refutar é a alegação de que o consentimento foi obtido mediante coação (física, moral, psicológica ou econômica). A parceira pode alegar, por exemplo, que se sentia pressionada, intimidada ou dependente, e que seu "sim" não era genuíno. Provar a ausência de coação a posteriori é extremamente difícil.
4. Ingenuidade e Vulnerabilidade Masculina: Muitos homens, confiando na dinâmica consensual e na parceira, podem negligenciar a necessidade de precauções. A crença de que "isso nunca aconteceria comigo" ou a falta de conhecimento sobre as implicações legais e o peso processual de uma acusação no âmbito da Lei Maria da Penha podem deixá-los vulneráveis. A presença de marcas físicas, mesmo que consentidas, pode ser usada como evidência de agressão, invertendo o ônus da prova na prática, ainda que não na teoria jurídica.

Estratégias de Prevenção e Mitigação

Não existe um método infalível para evitar completamente o risco de uma falsa acusação, mas diversas medidas podem ser adotadas para construir um histórico de consentimento e reduzir vulnerabilidades:

1. Comunicação Explícita e Contínua: A base de qualquer prática BDSM segura é a comunicação constante. Negociar limites, desejos, palavras de segurança ("safewords") e expectativas antes, durante e depois das cenas é crucial. Manter registros dessas negociações (e-mails, mensagens, diários compartilhados) pode ser útil.

2. Documentação do Consentimento:

   • Contratos de Relacionamento/Cena: Embora a validade jurídica de "contratos BDSM" seja discutível no Brasil (não podem afastar normas de ordem pública), eles servem como forte evidência da intenção das partes, da negociação detalhada de limites e do consentimento informado. Devem ser claros, datados, assinados e, idealmente, reconhecidos em cartório (para prova de data e autenticidade das assinaturas).

   • Registros Audiovisuais: Gravar (com consentimento explícito para a gravação) discussões sobre consentimento e limites antes das cenas pode ser uma prova poderosa. Gravar as próprias cenas é mais complexo devido a questões de privacidade e potencial uso indevido, mas pode ser considerado em casos específicos, sempre com consentimento mútuo documentado para a gravação.

     Importante: a gravação deve ser com ciência da outra parte, para não configurar violação da intimidade (art. 5º, X, da Constituição Federal e art. 20 do Código Civil).

3. Testemunhas: Em alguns contextos de comunidade BDSM, a presença de terceiros de confiança durante negociações ou mesmo cenas pode servir como testemunho, embora isso possa alterar a dinâmica íntima do casal.

4. Estabelecimento Claro de Limites e Palavras de Segurança: Definir e respeitar rigorosamente os limites (o que é permitido, o que é proibido) e as palavras de segurança é fundamental. O desrespeito a uma palavra de segurança encerra o consentimento para aquele ato.
5. Avaliação Contínua do Consentimento: O consentimento não é um cheque em branco; ele deve ser entusiástico, contínuo e revogável a qualquer momento. Verificar o bem-estar do parceiro durante a cena ("check-ins") é essencial.
6. Discrição e Cuidado com Evidências Físicas: Ser discreto sobre a natureza do relacionamento pode evitar mal-entendidos externos. Após cenas que deixem marcas, é prudente que ambos os parceiros estejam cientes e de acordo, talvez documentando por fotos (com data) e uma nota sobre a consensualidade da prática que as gerou.
7. Aconselhamento Jurídico Preventivo: Consultar um advogado especializado em direito de família e criminal, com sensibilidade para dinâmicas de relacionamento alternativas, pode fornecer orientação personalizada sobre as melhores formas de documentar o consentimento e entender os riscos legais específicos.

Observações Importantes

• Nenhuma documentação substitui a necessidade de consentimento real, livre, informado e contínuo.
• A lei brasileira protege a "integridade física" e a "dignidade humana". Práticas que resultem em lesões graves ou que violem a dignidade de forma não consentida (ou com consentimento viciado) serão ilegais, independentemente de qualquer acordo prévio.
• Em caso de acusação, a existência de documentação robusta de consentimento não garante a absolvição, mas fortalece significativamente a defesa, ajudando a demonstrar a natureza consensual da relação e das práticas.

• A alegação de coação futura é particularmente difícil de prevenir apenas com documentos. Um histórico consistente de comunicação aberta (whatsapp/telegram/e-mails), respeito mútuo e ausência de dependência ou controle excessivo na relação pode ajudar a contextualizar a dinâmica como não coercitiva.

• Cuidado com Marcas Visíveis e Lesões Graves Práticas que resultam em hematomas severos ou lesões podem ser interpretadas como agressão, mesmo que consentidas. Evitar excessos protege não apenas a integridade física, mas também evita questionamentos legais futuros.

O que vem a ser consentimento viciado

No Direito, consentimento viciado é quando a pessoa concorda com algo, mas a vontade dela não é livre ou plena — ou seja, o consentimento existe formalmente, mas é defeituoso por alguma razão.

O Código Civil brasileiro (art. 138 a 165) define várias formas de vício de consentimento. As principais são:

Erro: A pessoa se engana sobre o que está consentindo. (Ex.: A pessoa acredita que vai participar de um jogo leve, mas na verdade é exposta a práticas pesadas.)

Dolo: A pessoa é enganada propositalmente para aceitar algo. (Ex.: Alguém mente sobre o que vai acontecer durante a prática.)

Coação: A pessoa é forçada ou ameaçada a consentir. (Ex.: "Se você não aceitar, eu termino com você" — pressão emocional forte pode ser vista como coação.)

Estado de perigo ou lesão: A pessoa aceita algo em situação de necessidade extrema ou abuso de sua vulnerabilidade. (Ex.: Alguém em situação emocional muito fragilizada é induzida a aceitar práticas que normalmente recusaria.)

No contexto de BDSM, isso é ainda mais delicado: Mesmo que a pessoa tenha "assinado" um contrato ou dito "sim", se depois ela alegar que seu consentimento foi dado sob medo, engano ou pressão psicológica, o consentimento pode ser considerado viciado — e, portanto, juridicamente inválido.

Isso tem duas implicações sérias:

1. O crime não se descaracteriza: Se houver vício, o consentimento é ignorado e a prática pode ser tratada como crime normal (lesão corporal, estupro, tortura, etc.).

2. A prova do consentimento precisa ser sólida: Mostrando que a pessoa estava informada, lúcida, livre e sem qualquer tipo de coação.

   Consentimento viciado é quando a pessoa concorda formalmente, mas de maneira enganada, forçada ou pressionada, tornando o consentimento inútil para efeitos jurídicos.

Conclusão

Casais que praticam BDSM consensual no Brasil navegam em um terreno que exige não apenas confiança mútua e comunicação excepcional, mas também uma consciência aguçada das complexidades legais e dos riscos de interpretações equivocadas ou acusações mal-intencionadas. Embora o BDSM seja uma expressão legítima da sexualidade humana, sua prática no Brasil exige responsabilidade redobrada. Ter provas claras de consentimento, manter a comunicação aberta e agir com prudência são formas eficazes de se proteger de falsas alegações e preservar a liberdade e a segurança de todos os envolvidos. Embora leis controversas como a Maria da Penha sejam "vitais" para a proteção contra a violência real, os praticantes de BDSM, e em particular os homens nesse contexto, devem adotar uma postura proativa e prudente para mitigar os riscos inerentes à potencial má interpretação ou instrumentalização dessas práticas e leis, garantindo que a expressão de sua consensualidade esteja resguardada na medida do possível.

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Importante: No Brasil, mesmo com tudo isso, o Ministério Público pode denunciar por crime como lesão corporal grave, estupro ou tortura, independente de consentimento. Então a prudência nas práticas é fundamental.

Aviso Legal: Este artigo tem caráter meramente informativo e não constitui aconselhamento jurídico. As leis e interpretações podem mudar, e cada situação é única. Recomenda-se buscar orientação de um advogado qualificado para discutir casos específicos.

Se curtiu este artigo faça uma contribuição, se tiver algum ponto relevante para o artigo deixe seu comentário.

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Autor: Caitlin Johnstone. Dieser Beitrag wurde mit dem Pareto-Client geschrieben. Sie finden alle Texte der Friedenstaube und weitere Texte zum Thema Frieden hier. Die neuesten Pareto-Artikel finden Sie in unserem Telegram-Kanal.

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Ich hörte einem jungen Autor zu, der eine Idee beschrieb, die ihn so sehr begeisterte, dass er die Nacht zuvor nicht schlafen konnte. Und ich erinnerte mich daran, wie ich mich früher – vor Gaza – über das Schreiben freuen konnte. Dieses Gefühl habe ich seit 2023 nicht mehr gespürt.

Ich beklage mich nicht und bemitleide mich auch nicht selbst, ich stelle einfach fest, wie unglaublich düster und finster die Welt in dieser schrecklichen Zeit geworden ist. Es wäre seltsam und ungesund, wenn ich in den letzten anderthalb Jahren Freude an meiner Arbeit gehabt hätte. Diese Dinge sollen sich nicht gut anfühlen. Nicht, wenn man wirklich hinschaut und ehrlich zu sich selbst ist in dem, was man sieht.

Es war die ganze Zeit über so hässlich und so verstörend. Es gibt eigentlich keinen Weg, all diesen Horror umzudeuten oder irgendwie erträglich zu machen. Alles, was man tun kann, ist, an sich selbst zu arbeiten, um genug inneren Raum zu schaffen, um die schlechten Gefühle zuzulassen und sie ganz durchzufühlen, bis sie sich ausgedrückt haben. Lass die Verzweiflung herein. Die Trauer. Die Wut. Den Schmerz. Lass sie deinen Körper vollständig durchfließen, ohne Widerstand, und steh dann auf und schreibe das nächste Stück.

Das ist es, was Schreiben für mich jetzt ist. Es ist nie etwas, worüber ich mich freue, es zu teilen, oder wofür ich von Inspiration erfüllt bin. Wenn überhaupt, dann fühlt es sich eher so an wie: „Okay, hier bitte, es tut mir schrecklich leid, dass ich euch das zeigen muss, Leute.“ Es ist das Starren in die Dunkelheit, in das Blut, in das Gemetzel, in die gequälten Gesichter – und das Aufschreiben dessen, was ich sehe, Tag für Tag.

Nichts daran ist angenehm oder befriedigend. Es ist einfach das, was man tut, wenn ein Genozid in Echtzeit vor den eigenen Augen stattfindet, mit der Unterstützung der eigenen Gesellschaft. Alles daran ist entsetzlich, und es gibt keinen Weg, das schönzureden – aber man tut, was getan werden muss. So, wie man es täte, wenn es die eigene Familie wäre, die da draußen im Schutt liegt.

Dieser Genozid hat mich für immer verändert. Er hat viele Menschen für immer verändert. Wir werden nie wieder dieselben sein. Die Welt wird nie wieder dieselbe sein. Ganz gleich, was passiert oder wie dieser Albtraum endet – die Dinge werden nie wieder so sein wie zuvor.

Und das sollten sie auch nicht. Der Holocaust von Gaza ist das Ergebnis der Welt, wie sie vor ihm war. Unsere Gesellschaft hat ihn hervorgebracht – und jetzt starrt er uns allen direkt ins Gesicht. Das sind wir. Das ist die Frucht des Baumes, den die westliche Zivilisation bis zu diesem Punkt gepflegt hat.

Jetzt geht es nur noch darum, alles zu tun, was wir können, um den Genozid zu beenden – und sicherzustellen, dass die Welt die richtigen Lehren daraus zieht. Das ist eines der würdigsten Anliegen, denen man sich in diesem Leben widmen kann.

Ich habe noch immer Hoffnung, dass wir eine gesunde Welt haben können. Ich habe noch immer Hoffnung, dass das Schreiben über das, was geschieht, eines Tages wieder Freude bereiten kann. Aber diese Dinge liegen auf der anderen Seite eines langen, schmerzhaften, konfrontierenden Weges, der in den kommenden Jahren vor uns liegt. Es gibt keinen Weg daran vorbei.

Die Welt kann keinen Frieden und kein Glück finden, solange wir uns nicht vollständig damit auseinandergesetzt haben, was wir Gaza angetan haben.

Dieser Text ist die deutsche Übersetzung dieses Substack-Artikels von Caitlin Johnstone.

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Autor: Milosz Matuschek. Dieser Beitrag wurde mit dem Pareto-Client geschrieben. Sie finden alle Texte der Friedenstaube und weitere Texte zum Thema Frieden hier. Die neuesten Pareto-Artikel finden Sie auch in unserem Telegram-Kanal.

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https://www.youtube.com/watch?v=gjndTXyk3mw

Im Jahr 1954, als Frankreich gerade dabei war, seine kolonialen Kriege in Indochina und Algerien zu verschärfen, schrieb Boris Vian ein Lied – oder vielmehr: einen poetischen Faustschlag. Le Déserteur ist keine Ballade, sondern ein Manifest. Keine Hymne auf den Frieden, sondern eine Anklage gegen den Krieg. Adressiert an den Präsidenten, beginnt das Chanson wie ein höflicher Brief – und endet als flammender Akt des zivilen Ungehorsams.

„Herr Präsident,\ ich schreibe Ihnen einen Brief,\ den Sie vielleicht lesen werden,\ wenn Sie Zeit haben.“

Was folgt, ist ein klassischer Kriegsdienstverweigerungsbrief, aber eben kein bürokratischer. Vian spricht nicht in Paragraphen, sondern in Herzschlägen. Der Erzähler, ein einfacher Mann, will nicht kämpfen. Nicht für irgendein Vaterland, nicht für irgendeine Fahne, nicht für irgendeinen ideologischen Zweck.

„Ich soll zur Welt gekommen sein,\ um zu leben, nicht um zu sterben.“

70 Jahre später klingt diese Zeile wie ein Skandal. In einer Zeit, in der die Ukraine junge Männer für Kopfgeld auf der Straße zwangsrekrutiert und in Stahlgewitter schickt, in der palästinensische Jugendliche im Gazastreifen unter Trümmern begraben werden, während israelische Reservisten mit Dauerbefehl marschieren – ist Le Déserteur ein sakraler Text geworden. Fast ein Gebet.

„Wenn man mich verfolgt,\ werde ich den Gehorsam verweigern.\ Ich werde keine Waffe in die Hand nehmen,\ ich werde fliehen, bis ich Frieden finde.“

Wie viele „Deserteure“ gibt es heute, die wir gar nicht kennen? Menschen, die sich nicht auf die Seite der Bomben stellen wollen – egal, wer sie wirft? Die sich nicht mehr einspannen lassen zwischen Propaganda und Patriotismus? Die ihre Menschlichkeit über jeden nationalen Befehl stellen?

Der Krieg, sagt Vian, macht aus freien Menschen Befehlsempfänger und aus Söhnen Leichen. Und wer heute sagt, es gebe „gerechte Kriege“, sollte eine Frage beantworten: Ist es auch ein gerechter Tod?

Darum: Verweigert.

Verweigert den Befehl, zu hassen.\ Verweigert den Reflex, Partei zu ergreifen.\ Verweigert den Dienst an der Waffe.

Denn wie Vian singt:

„Sagen Sie's den Leuten:\ Ich werde nicht kommen.“

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Last week, an investigation by Reuters revealed that Chinese researchers have been using open-source AI tools to build nefarious-sounding models that may have some military application.

The reporting purports that adversaries in the Chinese Communist Party and its military wing are taking advantage of the liberal software licensing of American innovations in the AI space, which could someday have capabilities to presumably harm the United States.

In a June paper reviewed by Reuters, six Chinese researchers from three institutions, including two under the People’s Liberation Army’s (PLA) leading research body, the Academy of Military Science (AMS), detailed how they had used an early version of Meta’s Llama as a base for what it calls “ChatBIT”.

The researchers used an earlier Llama 13B large language model (LLM) from Meta, incorporating their own parameters to construct a military-focused AI tool to gather and process intelligence, and offer accurate and reliable information for operational decision-making.

While I’m doubtful that today’s existing chatbot-like tools will be the ultimate battlefield for a new geopolitical war (queue up the computer-simulated war from the Star Trek episode “A Taste of Armageddon“), this recent exposé requires us to revisit why large language models are released as open-source code in the first place.

Added to that, should it matter that an adversary is having a poke around and may ultimately use them for some purpose we may not like, whether that be China, Russia, North Korea, or Iran?

The number of open-source AI LLMs continues to grow each day, with projects like Vicuna, LLaMA, BLOOMB, Falcon, and Mistral available for download. In fact, there are over one million open-source LLMs available as of writing this post. With some decent hardware, every global citizen can download these codebases and run them on their computer.

With regard to this specific story, we could assume it to be a selective leak by a competitor of Meta which created the LLaMA model, intended to harm its reputation among those with cybersecurity and national security credentials. There are potentially trillions of dollars on the line.

Or it could be the revelation of something more sinister happening in the military-sponsored labs of Chinese hackers who have already been caught attacking American infrastructure, data, and yes, your credit history?

As consumer advocates who believe in the necessity of liberal democracies to safeguard our liberties against authoritarianism, we should absolutely remain skeptical when it comes to the communist regime in Beijing. We’ve written as much many times.

At the same time, however, we should not subrogate our own critical thinking and principles because it suits a convenient narrative.

Consumers of all stripes deserve technological freedom, and innovators should be free to provide that to us. And open-source software has provided the very foundations for all of this.

Open-source matters When we discuss open-source software and code, what we’re really talking about is the ability for people other than the creators to use it.

The various licensing schemes – ranging from GNU General Public License (GPL) to the MIT License and various public domain classifications – determine whether other people can use the code, edit it to their liking, and run it on their machine. Some licenses even allow you to monetize the modifications you’ve made.

While many different types of software will be fully licensed and made proprietary, restricting or even penalizing those who attempt to use it on their own, many developers have created software intended to be released to the public. This allows multiple contributors to add to the codebase and to make changes to improve it for public benefit.

Open-source software matters because anyone, anywhere can download and run the code on their own. They can also modify it, edit it, and tailor it to their specific need. The code is intended to be shared and built upon not because of some altruistic belief, but rather to make it accessible for everyone and create a broad base. This is how we create standards for technologies that provide the ground floor for further tinkering to deliver value to consumers.

Open-source libraries create the building blocks that decrease the hassle and cost of building a new web platform, smartphone, or even a computer language. They distribute common code that can be built upon, assuring interoperability and setting standards for all of our devices and technologies to talk to each other.

I am myself a proponent of open-source software. The server I run in my home has dozens of dockerized applications sourced directly from open-source contributors on GitHub and DockerHub. When there are versions or adaptations that I don’t like, I can pick and choose which I prefer. I can even make comments or add edits if I’ve found a better way for them to run.

Whether you know it or not, many of you run the Linux operating system as the base for your Macbook or any other computer and use all kinds of web tools that have active repositories forked or modified by open-source contributors online. This code is auditable by everyone and can be scrutinized or reviewed by whoever wants to (even AI bots).

This is the same software that runs your airlines, powers the farms that deliver your food, and supports the entire global monetary system. The code of the first decentralized cryptocurrency Bitcoin is also open-source, which has allowed thousands of copycat protocols that have revolutionized how we view money.

You know what else is open-source and available for everyone to use, modify, and build upon?

PHP, Mozilla Firefox, LibreOffice, MySQL, Python, Git, Docker, and WordPress. All protocols and languages that power the web. Friend or foe alike, anyone can download these pieces of software and run them how they see fit.

Open-source code is speech, and it is knowledge.

We build upon it to make information and technology accessible. Attempts to curb open-source, therefore, amount to restricting speech and knowledge.

Open-source is for your friends, and enemies In the context of Artificial Intelligence, many different developers and companies have chosen to take their large language models and make them available via an open-source license.

At this very moment, you can click on over to Hugging Face, download an AI model, and build a chatbot or scripting machine suited to your needs. All for free (as long as you have the power and bandwidth).

Thousands of companies in the AI sector are doing this at this very moment, discovering ways of building on top of open-source models to develop new apps, tools, and services to offer to companies and individuals. It’s how many different applications are coming to life and thousands more jobs are being created.

We know this can be useful to friends, but what about enemies?

As the AI wars heat up between liberal democracies like the US, the UK, and (sluggishly) the European Union, we know that authoritarian adversaries like the CCP and Russia are building their own applications.

The fear that China will use open-source US models to create some kind of military application is a clear and present danger for many political and national security researchers, as well as politicians.

A bipartisan group of US House lawmakers want to put export controls on AI models, as well as block foreign access to US cloud servers that may be hosting AI software.

If this seems familiar, we should also remember that the US government once classified cryptography and encryption as “munitions” that could not be exported to other countries (see The Crypto Wars). Many of the arguments we hear today were invoked by some of the same people as back then.

Now, encryption protocols are the gold standard for many different banking and web services, messaging, and all kinds of electronic communication. We expect our friends to use it, and our foes as well. Because code is knowledge and speech, we know how to evaluate it and respond if we need to.

Regardless of who uses open-source AI, this is how we should view it today. These are merely tools that people will use for good or ill. It’s up to governments to determine how best to stop illiberal or nefarious uses that harm us, rather than try to outlaw or restrict building of free and open software in the first place.

Limiting open-source threatens our own advancement If we set out to restrict and limit our ability to create and share open-source code, no matter who uses it, that would be tantamount to imposing censorship. There must be another way.

If there is a “Hundred Year Marathon” between the United States and liberal democracies on one side and autocracies like the Chinese Communist Party on the other, this is not something that will be won or lost based on software licenses. We need as much competition as possible.

The Chinese military has been building up its capabilities with trillions of dollars’ worth of investments that span far beyond AI chatbots and skip logic protocols.

The theft of intellectual property at factories in Shenzhen, or in US courts by third-party litigation funding coming from China, is very real and will have serious economic consequences. It may even change the balance of power if our economies and countries turn to war footing.

But these are separate issues from the ability of free people to create and share open-source code which we can all benefit from. In fact, if we want to continue our way our life and continue to add to global productivity and growth, it’s demanded that we defend open-source.

If liberal democracies want to compete with our global adversaries, it will not be done by reducing the freedoms of citizens in our own countries.

Last week, an investigation by Reuters revealed that Chinese researchers have been using open-source AI tools to build nefarious-sounding models that may have some military application.

The reporting purports that adversaries in the Chinese Communist Party and its military wing are taking advantage of the liberal software licensing of American innovations in the AI space, which could someday have capabilities to presumably harm the United States.

In a June paper reviewed by Reuters, six Chinese researchers from three institutions, including two under the People’s Liberation Army’s (PLA) leading research body, the Academy of Military Science (AMS), detailed how they had used an early version of Meta’s Llama as a base for what it calls “ChatBIT”.

The researchers used an earlier Llama 13B large language model (LLM) from Meta, incorporating their own parameters to construct a military-focused AI tool to gather and process intelligence, and offer accurate and reliable information for operational decision-making.

While I’m doubtful that today’s existing chatbot-like tools will be the ultimate battlefield for a new geopolitical war (queue up the computer-simulated war from the Star Trek episode “A Taste of Armageddon“), this recent exposé requires us to revisit why large language models are released as open-source code in the first place.

Added to that, should it matter that an adversary is having a poke around and may ultimately use them for some purpose we may not like, whether that be China, Russia, North Korea, or Iran?

The number of open-source AI LLMs continues to grow each day, with projects like Vicuna, LLaMA, BLOOMB, Falcon, and Mistral available for download. In fact, there are over one million open-source LLMs available as of writing this post. With some decent hardware, every global citizen can download these codebases and run them on their computer.

With regard to this specific story, we could assume it to be a selective leak by a competitor of Meta which created the LLaMA model, intended to harm its reputation among those with cybersecurity and national security credentials. There are potentially trillions of dollars on the line.

Or it could be the revelation of something more sinister happening in the military-sponsored labs of Chinese hackers who have already been caught attacking American infrastructure, data, and yes, your credit history?

As consumer advocates who believe in the necessity of liberal democracies to safeguard our liberties against authoritarianism, we should absolutely remain skeptical when it comes to the communist regime in Beijing. We’ve written as much many times.

At the same time, however, we should not subrogate our own critical thinking and principles because it suits a convenient narrative.

Consumers of all stripes deserve technological freedom, and innovators should be free to provide that to us. And open-source software has provided the very foundations for all of this.

Open-source matters

When we discuss open-source software and code, what we’re really talking about is the ability for people other than the creators to use it.

The various licensing schemes – ranging from GNU General Public License (GPL) to the MIT License and various public domain classifications – determine whether other people can use the code, edit it to their liking, and run it on their machine. Some licenses even allow you to monetize the modifications you’ve made.

While many different types of software will be fully licensed and made proprietary, restricting or even penalizing those who attempt to use it on their own, many developers have created software intended to be released to the public. This allows multiple contributors to add to the codebase and to make changes to improve it for public benefit.

Open-source software matters because anyone, anywhere can download and run the code on their own. They can also modify it, edit it, and tailor it to their specific need. The code is intended to be shared and built upon not because of some altruistic belief, but rather to make it accessible for everyone and create a broad base. This is how we create standards for technologies that provide the ground floor for further tinkering to deliver value to consumers.

Open-source libraries create the building blocks that decrease the hassle and cost of building a new web platform, smartphone, or even a computer language. They distribute common code that can be built upon, assuring interoperability and setting standards for all of our devices and technologies to talk to each other.

I am myself a proponent of open-source software. The server I run in my home has dozens of dockerized applications sourced directly from open-source contributors on GitHub and DockerHub. When there are versions or adaptations that I don’t like, I can pick and choose which I prefer. I can even make comments or add edits if I’ve found a better way for them to run.

Whether you know it or not, many of you run the Linux operating system as the base for your Macbook or any other computer and use all kinds of web tools that have active repositories forked or modified by open-source contributors online. This code is auditable by everyone and can be scrutinized or reviewed by whoever wants to (even AI bots).

This is the same software that runs your airlines, powers the farms that deliver your food, and supports the entire global monetary system. The code of the first decentralized cryptocurrency Bitcoin is also open-source, which has allowed thousands of copycat protocols that have revolutionized how we view money.

You know what else is open-source and available for everyone to use, modify, and build upon?

PHP, Mozilla Firefox, LibreOffice, MySQL, Python, Git, Docker, and WordPress. All protocols and languages that power the web. Friend or foe alike, anyone can download these pieces of software and run them how they see fit.

Open-source code is speech, and it is knowledge.

We build upon it to make information and technology accessible. Attempts to curb open-source, therefore, amount to restricting speech and knowledge.

Open-source is for your friends, and enemies

In the context of Artificial Intelligence, many different developers and companies have chosen to take their large language models and make them available via an open-source license.

At this very moment, you can click on over to Hugging Face, download an AI model, and build a chatbot or scripting machine suited to your needs. All for free (as long as you have the power and bandwidth).

Thousands of companies in the AI sector are doing this at this very moment, discovering ways of building on top of open-source models to develop new apps, tools, and services to offer to companies and individuals. It’s how many different applications are coming to life and thousands more jobs are being created.

We know this can be useful to friends, but what about enemies?

As the AI wars heat up between liberal democracies like the US, the UK, and (sluggishly) the European Union, we know that authoritarian adversaries like the CCP and Russia are building their own applications.

The fear that China will use open-source US models to create some kind of military application is a clear and present danger for many political and national security researchers, as well as politicians.

A bipartisan group of US House lawmakers want to put export controls on AI models, as well as block foreign access to US cloud servers that may be hosting AI software.

If this seems familiar, we should also remember that the US government once classified cryptography and encryption as “munitions” that could not be exported to other countries (see The Crypto Wars). Many of the arguments we hear today were invoked by some of the same people as back then.

Now, encryption protocols are the gold standard for many different banking and web services, messaging, and all kinds of electronic communication. We expect our friends to use it, and our foes as well. Because code is knowledge and speech, we know how to evaluate it and respond if we need to.

Regardless of who uses open-source AI, this is how we should view it today. These are merely tools that people will use for good or ill. It’s up to governments to determine how best to stop illiberal or nefarious uses that harm us, rather than try to outlaw or restrict building of free and open software in the first place.

Limiting open-source threatens our own advancement

If we set out to restrict and limit our ability to create and share open-source code, no matter who uses it, that would be tantamount to imposing censorship. There must be another way.

If there is a “Hundred Year Marathon” between the United States and liberal democracies on one side and autocracies like the Chinese Communist Party on the other, this is not something that will be won or lost based on software licenses. We need as much competition as possible.

The Chinese military has been building up its capabilities with trillions of dollars’ worth of investments that span far beyond AI chatbots and skip logic protocols.

The theft of intellectual property at factories in Shenzhen, or in US courts by third-party litigation funding coming from China, is very real and will have serious economic consequences. It may even change the balance of power if our economies and countries turn to war footing.

But these are separate issues from the ability of free people to create and share open-source code which we can all benefit from. In fact, if we want to continue our way our life and continue to add to global productivity and growth, it’s demanded that we defend open-source.

If liberal democracies want to compete with our global adversaries, it will not be done by reducing the freedoms of citizens in our own countries.

Originally published on the website of the Consumer Choice Center.

@ bf47c19e:c3d2573b

Originalni tekst na dvadesetjedan.com

Autor: Vijay Boyapati / Prevod na hrvatski: Matija

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Sa zadnjim cijenama koje je bitcoin dosegao 2017., optimističan scenarij za ulagače se možda čini toliko očitim da ga nije potrebno niti spominjati. Alternativno, možda se nekome čini glupo ulagati u digitalnu vrijednost koja ne počiva na nijednom fizičkom dobru ili vladi i čiji porast cijene su neki usporedili sa manijom tulipana ili dot-com balonom. Nijedno nije točno; optimističan scenarij za Bitcoin je uvjerljiv, ali ne i očit. Postoje značajni rizici kod ulaganja u Bitcoin, no, kao što planiram pokazati, postoji i ogromna prilika.

Geneza

Nikad u povijesti svijeta nije bilo moguće napraviti transfer vrijednosti među fizički udaljenim ljudima bez posrednika, poput banke ili vlade. 2008. godine, anonimni Satoshi Nakamoto je objavio 8 stranica rješenja na dugo nerješivi računalski problem poznat kao “Problem Bizantskog Generala.” Njegovo rješenje i sustav koji je izgradio - Bitcoin - dozvolio je, prvi put ikad, da se vrijednost prenosi brzo i daleko, bez ikakvih posrednika ili povjerenja. Implikacije kreacije Bitcoina su toliko duboke, ekonomski i računalski, da bi Nakamoto trebao biti prva osoba nominirana za Nobelovu nagradu za ekonomiju i Turingovu nagradu.

Za ulagače, važna činjenica izuma Bitcoina (mreže i protokola) je stvaranje novog oskudnog digitalnog dobra - bitcoina (monetarne jedinice). Bitcoini su prenosivi digitalni “novčići” (tokeni), proizvedeni na Bitcoin mreži kroz proces nazvan “rudarenje” (mining). Rudarenje Bitcoina je ugrubo usporedivo sa rudarenjem zlata, uz bitnu razliku da proizvodnja bitcoina prati unaprijed osmišljeni i predvidivi raspored. Samo 21 milijun bitcoina će ikad postojati, i većina (2017., kada je ovaj tekst napisan) su već izrudareni. Svake četiri godine, količina rudarenih bitcoina se prepolovi. Produkcija novih bitcoina će potpuno prestati 2140. godine.

Stopa inflacije —— Monetarna baza

Bitcoine ne podržava nikakva roba ili dobra, niti ih garantira ikakva vlada ili firma, što postavlja očito pitanje za svakog novog bitcoin ulagača: zašto imaju uopće ikakvu vrijednost? Za razliku od dionica, obveznica, nekretnina ili robe poput nafte i žita, bitcoine nije moguće vrednovati koristeći standardne ekonomske analize ili korisnost u proizvodnji drugih dobara. Bitcoini pripadaju sasvim drugoj kategoriji dobara - monetarnih dobara, čija se vrijednost definira kroz tzv. teoriju igara; svaki sudionik na tržištu vrednuje neko dobro, onoliko koliko procjenjuje da će ga drugi sudionici vrednovati. Kako bismo bolje razumjeli ovo svojstvo monetarnih dobara, trebamo istražiti podrijetlo novca.

Podrijetlo novca

U prvim ljudskim društvima, trgovina među grupama se vršila kroz robnu razmjenu. Velika neefikasnost prisutna u robnoj razmjeni je drastično ograničavala količinu i geografski prostor na kojem je bila moguća. Jedan od najvećih problema sa robnom razmjenom je problem dvostruke podudarnosti potražnje. Uzgajivač jabuka možda želi trgovati sa ribarom, ali ako ribar ne želi jabuke u istom trenutku, razmjena se neće dogoditi. Kroz vrijeme, ljudi su razvili želju za čuvanjem određenih predmeta zbog njihove rijetkosti i simbolične vrijednosti (npr. školjke, životinjski zube, kremen). Zaista, kako i Nick Szabo govori u svojem izvrsnom eseju o podrijetlu novca, ljudska želja za sakupljanjem predmeta pružila je izraženu evolucijsku prednost ranom čovjeku nad njegovim najbližim biološkim rivalom, neandertalcem - Homo neanderthalensis.

"Primarna i najbitnija evolucijska funkcija sakupljanja bila je osigurati medij za čuvanje i prenošenje vrijednosti".

Predmeti koje su ljudi sakupljali služili su kao svojevrsni “proto-novac,” tako što su omogućavale trgovinu među antagonističkim plemenima i dozvoljavale bogatsvu da se prenosi na sljedeću generaciju. Trgovina i transfer takvih predmeta bile su rijetke u paleolitskim društvima, te su oni služili više kao “spremište vrijednosti” (store of value) nego kao “medij razmjene” (medium of exchange), što je uloga koju danas igra moderni novac. Szabo objašnjava:

"U usporedbi sa modernim novcem, primitivan novac je imao jako malo “brzinu” - mogao je promijeniti ruke samo nekoliko puta u životu prosječnog čovjeka. Svejedno, trajni i čvrsti sakupljački predmet, što bismo danas nazvali “nasljeđe,” mogao je opstati mnogo generacija, dodajući znatnu vrijednost pri svakom transferu - i zapravo omogućiti transfer uopće".

Rani čovjek suočio se sa bitnom dilemom u teoriji igara, kada je odlučivao koje predmete sakupljati: koje od njih će drugi ljudi željeti? Onaj koji bi to točno predvidio imao bi ogromnu prednost u mogućnosti trgovine i akvizicije bogatsva. Neka američka indijanska plemena, npr. Naraganseti, specijalizirala su se u proizvodnji sakupljačkih dobara koja nisu imala drugu svrhu osim trgovine. Valja spomenuti da što je ranije predviđanje da će neko dobro imati takvu vrijednost, veća je prednost koju će imati onaj koji je posjeduje, zato što ju je moguće nabaviti jeftinije, prije nego postane vrlo tražena roba i njezona vrijednost naraste zajedno sa populacijom. Nadalje, nabava nekog dobra u nadi da će u budućnosti biti korišteno kao spremište vrijednosti, ubrzava upravo tu primjenu. Ova cirkularnost je zapravo povratna veza (feedback loop) koja potiče društva da se rapidno slože oko jednog spremišta vrijednosti. U terminima teorije igara, ovo je znano kao “Nashov ekvilibrij.” Postizanje Nashovog ekvilibrija za neko spremište vrijednosti je veliko postignuće za društvo, pošto ono znatno olakšava trgovinu i podjelu rada, i time omogućava napredak civilizacije.

Tisućljećima, kako su ljudska društva rasla i otvarala trgovinske puteve, različite aplikacije spremišta vrijednosti u individualnim društvima počele su se natjecati međusobno. Trgovci su imali izbor: čuvati svoju zaradu u spremištu vrijednosti vlastite kulture, ili one kulture sa kojom su trgovali, ili mješavini oboje. Benefit štednje u stranom spremištu vrijednosti bila je uvećana sposobnost trgovanja u povezanom stranom društvu. Trgovci koji su štedili u stranom spremištu vrijednosti su također imali dobrih razloga da potiču svoje društvo da ga prihvati, jer bi tako uvećali vrijednost vlastite ušteđevine. Prednosti “uvezene” tehnologije spremanja vrijednosti bile su prisutne ne samo za trgovce, nego i za sama društva. Kada bi se dvije grupe konvergirale u jedinstvenom spremištu vrijednosti, to bi značajno smanjilo cijenu troškova trgovine jednog s drugim, i samim time povećanje bogatstva kroz trgovinu. I zaista, 19. stoljeće bilo je prvi put da je najveći dio svijeta prihvatio jedinstveno spremište vrijednosti - zlato - i u tom periodu vidio najveću eksploziju trgovine u povijesti svijeta. O ovom mirnom periodu, pisao je John Maynard Keynes:

"Kakva nevjerojatna epizoda u ekonomskom napretku čovjeka… za svakog čovjeka iole iznadprosječnog, iz srednje ili više klase, život je nudio obilje, ugodu i mogućnosti, po niskoj cijeni i bez puno problema, više nego monarsima iz prethodnih perioda. Stanovnik Londona mogao je, ispijajući jutarnji čaj iz kreveta, telefonski naručiti razne proizvode iz cijele Zemlje, u količinama koje je želio, i sa dobrim razlogom očekivati njihovu dostavu na svoj kućni prag."

Svojstva dobrog spremišta vrijednosti

Kada se spremišta vrijednosti natječu jedno s drugim, specifična svojstva rade razliku koja daje jednom prednost nad drugim. Premda su mnoga dobra u prošlosti korištena kao spremišta vrijednosti ili kao “proto-novac,” određena svojstva su se pokazala kao posebno važna, i omogućila dobrima sa njima da pobijede. Idealno spremište vrijednosti biti će:

• Trajno: dobro ne smije biti kvarljivo ili lako uništeno. Tako naprimjer, žito nije idealno spremište vrijednosti.
• Prenosivo: dobro mora biti lako transportirati i čuvati, što omogućuje osiguranje protiv gubitka ili krađe i dopušta trgovinu na velike udaljenosti. Tako, krava je lošije spremište vrijednosti od zlatne narukvice.
• Zamjenjivo: jedna jedinica dobra treba biti zamjenjiva sa drugom. Bez zamjenjivosti, problem podudarnosti želja ostaje nerješiv. Time, zlato je bolje od dijamanata, jer su oni nepravilni u obliku i kvaliteti.
• Provjerljivo: dobro mora biti lako i brzo identificirano i testirano za autentičnost. Laka provjera povećava povjerenje u trgovini i vjerojatnost da će razmjena biti dovršena.
• Djeljivo: dobro mora biti lako djeljivo na manje dijelove. Premda je ovo svojstvo bilo manje važno u ranim društvima gdje je trgovina bila rijetka, postalo je važnije sa procvatom trgovine. Količine koje su se mijenjale postale su manje i preciznije.
• Oskudno: Monetarno dobro mora imati “cijenu nemoguću za lažirati,” kao što je rekao Nick Szabo. Drugim riječima, dobro ne smije biti obilno ili lako dostupno kroz proizvodnju. Oskudnost je možda i najvažnije svojstvo spremišta vrijednosti, pošto se izravno vezuje na ljudsku želju da sakupljamo ono što je rijetko. Ona je izvor vrijednosti u spremištu vrijednosti.
• Duge povijesti: što je dulje neko dobro vrijedno za društvo, veća je vjerojatnost da će biti prihvaćeno kao spremište vrijednosti. Dugo postojeće spremište vrijednosti biti će jako teško uklonjeno od strane došljaka, osim u slučaju sile (ratno osvajanje) ili ako je nova tehnologija znatno bolja u ostalim svojstvima.
• Otporno na cenzuru: novije svojstvo, sve više važno u modernom digitalnom svijetu sa sveprisutnim nadzorom, je otpornost na cenzuru. Drugim riječima, koliko je teško da vanjski agent, kao korporacija ili država, spriječi vlasnika dobra da ga čuva i koristi. Dobra koja su otporna na cenzuru su idealna za ljude koji žive u režimima koji prisilno nadziru kapital ili čine neke oblike mirne trgovine protuzakonitima.

Ova tablica ocjenjuje Bitcoin, zlato (gold) i fiat novac (kao što je euro ili dolar) po svojstvima izlistanim gore. Objašnjenje svake ocjene slijedi nakon tablice.

Trajnost:

Zlato je neosporeni kralj trajnosti. Velika većina zlata pronađenog kroz povijest, uključujući ono egipatskih faraona, opstaje i danas i vjerojatno će postojati i za tisuću godina. Zlatnici korišteni u antičko doba imaju značajnu vrijednost i danas. Fiat valute i bitcoini su digitalni zapisi koji ponekad imaju fizički oblik (npr. novčanice). Dakle, njihovu trajnost ne određuju njihova fizička svojstva (moguće je zamijeniti staru i oštećenu novčanicu za novu), nego institucije koje stoje iza njih. U slučaju fiat valuta, mnoge države su nastale i nestale kroz stoljeća, i valute su nestale s njima. Marke iz Weimarske republike danas nemaju vrijednost zato što institucija koja ih je izdavala više ne postoji. Ako je povijest ikakav pokazatelj, ne bi bilo mudro smatrati fiat valute trajnima dugoročno; američki dolar i britanska funta su relativne anomalije u ovom pogledu. Bitcoini, zato što nemaju instituciju koja ih održava, mogu se smatrati trajnima dok god mreža koja ih osigurava postoji. Obzirom da je Bitcoin još uvijek mlada valuta, prerano je za čvrste zaključke o njegovoj trajnosti. No, postoje ohrabrujući znakovi - prominente države su ga pokušavale regulirati, hakeri ga napadali - usprkos tome, mreža nastavlja funkcionirati, pokazujući visok stupanj antifragilnosti.

Prenosivost:

Bitcoini su najprenosivije spremište vrijednosti ikad. Privatni ključevi koji predstavljaju stotine milijuna dolara mogu se spremiti na USB drive i lako ponijeti bilo gdje. Nadalje, jednako velike sume mogu se poslati na drugi kraj svijeta skoro instantno. Fiat valute, zbog svojeg temeljno digitalnog oblika, su također lako prenosive. Ali, regulacije i kontrola kapitala od strane države mogu ugroziti velike prijenose vrijednosti, ili ih usporiti danima. Gotovina se može koristiti kako bi se izbjegle kontrole kapitala, ali onda rastu rizik čuvanja i cijena transporta. Zlato, zbog svojeg fizičkog oblika i velike gustoće, je najmanje prenosivo. Nije čudo da većina zlatnika i poluga nikad ne napuste sefove. Kada se radi prijenos zlata između prodavača i kupca, uglavnom se prenosi samo ugovor o vlasništvu, ne samo fizičko zlato. Prijenos fizičkog zlata na velike udaljenosti je skupo, riskantno i sporo.

Zamjenjivost:

Zlato nam daje standard za zamjenjivost. Kada je rastopljeno, gram zlata je praktički nemoguće razlikovati od bilo kojeg drugog grama, i zlato je oduvijek bilo takvo. S druge strane, fiat valute, su zamjenjive samo onoliko koliko njihova institucija želi da budu. Iako je uglavnom slučaj da je novčanica zamjenjiva za drugu istog iznosa, postoje situacije u kojima su velike novčanice tretirane drukčije od malih. Naprimjer, vlada Indije je, u pokušaju da uništi neoporezivo sivo tržište, potpuno oduzela vrijednost novčanicama od 500 i 1000 rupija. To je uzrokovalo da ljudi manje vrednuju te novčanice u trgovini, što je značilo da više nisu bile zaista zamjenjive za manje novčanice. Bitcoini su zamjenjivi na razini mreže; svaki bitcoin je pri prijenosu tretiran kao svaki drugi. No, zato što je moguće pratiti individualne bitcoine na blockchainu, određeni bitcoin može, u teoriji, postati “prljav” zbog korštenja u ilegalnoj trgovini, te ga trgovci ili mjenjačnice možda neće htjeti prihvatiti. Bez dodatnih poboljšanja oko privatnosti i anonimnosti na razini mrežnog protokola, bitcoine ne možemo smatrati jednako zamjenjivim kao zlato.

Mogućnost provjere:

Praktično gledajući, autentičnost fiat valuta i zlata je prilično lako provjeriti. Svejedno, i usprkos pokušajima da spriječe krivotvorenje novčanica, i dalje postoji potencijal prevare za vlade i njihove građane. Zlato također nije imuno na krivotvorenje. Sofisticirani kriminalci su koristili pozlaćeni tungsten kako bi prevarili kupce zlata. Bitcoine je moguće provjeriti sa matematičkom sigurnošću. Korištenjem kriptografskih potpisa, vlasnik bitcoina može javno demonstrirati da posjeduje bitcoine koje tvrdi da posjeduje.

Djeljivost:

Bitcoine je moguće podijeliti u stotinu milijuna manjih jedinica (zvanih satoshi), i prenositi takve (no, valja uzeti u obzir ekonomičnost prijenosa malih iznosa, zbog cijene osiguravanja mreže - “network fee”). Fiat valute su tipično dovoljno djeljive na jedinice sa vrlo niskom kupovnom moći. Zlato, iako fizički i teoretski djeljivo, postaje teško za korištenje kada se podijeli na dovoljno male količine da bi se moglo koristiti u svakodnevnoj trgovini.

Oskudnost:

Svojstvo koje najjasnije razlikuje Bitcoin od fiat valuta i zlata je njegova unaprijed definirana oskudnost. Od početka, konačna količina bitcoina nikad neće biti veća od 21 milijun. To daje vlasnicima bitcoina jasan i znan uvid u postotak ukupnog vlasništva. Naprimjer, vlasnik 10 bitcoina bi znao da najviše 2,1 milijuna ljudi (manje od 0.03% populacije) može ikad imati isto bitcoina kao i on. Premda je kroz povijest uvijek bilo oskudno, zlato nije imuno na povećanje ukupne količine. Ako se ikad izumi nova, ekonomičnija metoda rudarenja ili proizvodnje zlata, ukupna količina zlata bi se mogla dramatično povećati (npr. rudarenje morskog dna ili asteroida). Na kraju, fiat valute, relativno nov izum u povijesti, pokazale su se sklonima konstantnim povećanjima u količini. Države su pokazale stalnu sklonost inflaciji monetarne kvantitete kako bi rješavale kratkoročne političke probleme. Inflacijske tendencije vlada diljem svijeta čine fiat valute gotovo sigurnim da će gubiti vrijednost kroz vrijeme.

Etablirana povijest:

Nijedno monetarno dobro nema povijest kao zlato, koje je imalo vrijednost za cijelog trajanja ljudske civilizacije. Kovanice izrađene u antičko doba i danas imaju značajnu vrijednost. Ne može se isto reći za fiat valute, koje su same relativno nova povijesna anomalija. Od njihovog početka, fiat valute su imale gotovo univerzalni smjer prema bezvrijednosti. Korištenje inflacije kao podmuklog načina za nevidljivo oporezivanje građana je vječita kušnja kojoj se skoro nijedna država u povijesti nije mogla oduprijeti. Ako je 20. stoljeće, u kojem je fiat novac dominirao globalni monetarni poredak, demonstriralo neku ekonomsku istinu, to je onda bila ta da ne možemo računati na fiat novac da održi vrijednost u dužem ili srednjem vremenskom periodu. Bitcoin, usprkos svojoj novosti, je preživio dovoljno testova tržišta da postoji velika vjerojatnost da neće nestati kao vrijedno dobro. Nadalje, Lindy efekt govori da što duže Bitcoin bude korišten, to će veća biti vjera u njega i njegovu sposobnost da nastavi postojati dugo u budućnost. Drugim riječima, društvena vjera u monetarno dobro je asimptotička, kao u grafu ispod:

Ako Bitcoin preživi prvih 20 godina, imat će gotovo sveopće povjerenje da će trajati zauvijek, kao što ljudi vjeruju da je internet trajna stvar u modernom svijetu.

Otpor na cenzuru

Jedan od najbitnijih izvora za ranu potražnju bitcoina bila je njegova upotreba u ilegalnoj kupovini i prodaji droge. Mnogi su zato pogrešno zaključili da je primarna potražnja za bitcoinima utemeljena u njihovoj prividnoj anonimnosti. Međutim, Bitcoin nije anonimna valuta; svaka transakcija na mreži je zauvijek zapisana na javnom blockchainu. Povijesni zapis transakcija dozvoljava forenzičkoj analizi da identificira izvore i tijek sredstava. Takva analiza dovela je do uhićenja počinitelja zloglasne MtGox pljačke. Premda je istina da dovoljno oprezna i pedantna osoba može sakriti svoj identitet koristeći Bitcoin, to nije razlog zašto je Bitcoin bio toliko popularan u trgovini drogom.

Ključno svojstvo koje čini Bitcoin najboljim za takve aktivnosti je njegova agnostičnost i nepotrebnost za dozvolom (“premissionlessness”) na mrežnoj razini. Kada se bitcoini prenose na Bitcoin mreži, ne postoji nitko tko dopušta transakcije. Bitcoin je distribuirana peer-to-peer (korisnik-korisniku) mreža, i samim time dizajnirana da bude otporna na cenzuru. Ovo je u velikom kontrastu sa fiat bankarskim sustavom, u kojem države reguliraju banke i ostale institucije prijenosa novca, kako bi one prijavljivale i sprječavale protuzakonito korištenje monetarnih dobara. Klasičan primjer regulacije novca su kontrole kapitala. Npr., bogati milijunaš će vrlo teško prenijeti svoje bogatstvo u novu zemlju, kada bježi iz opresivnog režima. Premda zlato nije izdano i proizvedeno od države, njegova fizička priroda ga čini teško prenosivim kroz prostor, i samim time ga je daleko lakše regulirati nego Bitcoin. Indijski Akt kontrole zlata je primjer takve regulacije.

Bitcoin je odličan u većini gore navedenih svojstava, što mu omogućava da bude marginalno bolji od modernih i drevnih monetarnih dobara, te da pruži poticaje za svoje rastuće društveno usvajanje. Specifično, moćna kombinacija otpornosti na cenzuru i apsolutne oskudnosti bila je velika motivacija za bogate ulagače koji su uložili dio svojeg bogatstva u Bitcoin.

Evolucija novca

U modernoj monetarnoj ekonomiji postoji opsesija sa ulogom novca kao medija razmjene. U 20. stoljeću, države su monopolizirale izdavanje i kontrolu novca i kontinuirano potkopavale njegovo svojstvo spremišta vrijednosti, stvarajući lažno uvjerenje da je primarna svrha novca biti medij razmjene. Mnogi su kritizirali Bitcoin, govoreći da je neprikladan da bude novac zato što mu je cijena bila previše volatilna za medij razmjene. No, novac je uvijek evoluirao kroz etape; uloga spremišta vrijednosti je dolazila prije medija razmjene. Jedan od očeva marginalističke ekonomije, William Stanley Jevons, objašnjava:

"Povijesno govoreći… čini se da je zlato prvo služilo kao luksuzni metal za ukras; drugo, kao sačuvana vrijednost; treće, kao medij razmjene; i konačno, kao mjerilo vrijednosti."

U modernoj terminologiji, novac uvijek evoluira kroz četiri stadija:

1. Kolekcionarstvo: U prvoj fazi svoje evolucije, novac je tražen samo zbog svojih posebnih svojstava, uglavnom zbog želja onog koji ga posjeduje. Školjke, perlice i zlato su bili sakupljani prije nego su poprimili poznatije uloge novca.
2. Spremište vrijednosti: Jednom kada je novac tražen od dovoljnog broja ljudi, biti će prepoznat kao način za čuvanje i spremanje vrijednosti kroz vrijeme. Kada neko dobro postane široko korišteno kao spremište vrijednosti, njegova kupovna moć raste sa povećanom potražnjom za tu svrhu. Kupovna moć spremišta vrijednosti će u jednom trenutku doći do vrhunca, kada je dovolno rašireno i broj novih ljudi koji ga potražuju splasne.
3. Sredstvo razmjene: Kada je novac potpuno etabliran kao spremište vrijednosti, njegova kupovna moć se stabilizira. Nakon toga, postane prikladno sredstvo razmjene zbog stabilnosti svoje cijene. U najranijim danima Bitcoina, mnogi ljudi nisu shvaćali koju buduću cijenu plaćaju koristeći bitcoine kao sredstvo razmjene, umjesto kao novonastalo spremište vrijednosti. Poznata priča o čovjeku koji je za 10,000 bitcoina (vrijednih oko 94 milijuna dolara kada je ovaj članak napisan) za dvije pizze ilustrira ovaj problem.
4. Jedinica računanja vrijednosti: Jednom kada je novac široko korišten kao sredstvo razmjene, dobra će biti vrednovana u njemu, tj. većina cijena će biti izražena u njemu. Uobičajena zabluda je da je većinu dobara moguće zamijeniti za bitcoine danas. Npr., premda je možda moguće kupiti šalicu kave za bitcoine, izlistana cijena nije prava bitcoin cijena; zapravo se radi o cijeni u državnoj valuti koju želi trgovac, preračunatu u bitcoin po trenutnoj tržišnoj cijeni. Kad bi cijena bitcoina pala u odnosu na valutu, vrijednost šalice izražena u bitcoinima bi se povećala. Od trenutka kada trgovci budu voljni prihvaćani bitcoine kao platežno sredstvo, bez obraćanja pažnje na vrijednost bitcoina u državnoj fiat valuti, moći ćemo reći da je Bitcoin zaista postao jedinica računanja vrijednosti.

Monetarna dobra koja još nisu jedinice računanja vrijednosti možemo smatrati “djelomično monetiziranima.” Danas zlato ima takvu ulogu, jer je spremište vrijednosti, ali su mu uloge sredstva razmjene i računanja vrijednosti oduzete intervencijama država. Moguće je također da se jedno dobro koristi kao sredstvo razmjene, dok druga ispunjavaju ostale uloge. To je tipično u zemljama gdje je država disfunkcionalna, npr. Argentina ili Zimbabwe. U svojoj knjizi, Digitalno zlato, Nathaniel Popper piše:

"U Americi, dolar služi trima funkcijama novca: nudi sredstvo razmjene, jedinicu za mjerenje vrijednosti dobara, i mjesto gdje se može čuvati vrijednosti. S druge strane, argentinski peso je korišten kao sredstvo razmjene (za svakodnevne potrebe), ali ga nitko nije koristio kao spremište vrijednosti. Štednja u pesosima bila je ekvivalent bacanja novca. Zato su ljudi svu svoju štednju imali u dolarima, jer je dolar bolje čuvao vrijednost. Zbog volatilnosti pesosa, ljudi su računali cijene u dolarima, što im je pružalo pouzdaniju jedinicu mjerenja kroz vrijeme."

Bitcoin je trenutno u fazi tranzicije iz prvog stadija monetizacije u drugi. Vjerojatno će proći nekoliko godina prije nego Bitcoin pređe iz začetaka spremišta vrijednosti u istinski medij razmjene, i put do tog trenutka je još uvijek pun rizika i nesigurnosti. Važno je napomenuti da je ista tranzicija trajala mnogo stoljeća za zlato. Nitko danas živ nije doživio monetizaciju dobra u realnom vremenu (kroz koju Bitcoin prolazi), tako da nemamo puno iskustva govoriti o putu i načinu na koji će se monetizacija dogoditi.

Put monetizacije

Kroz proces monetizacije, monetarno dobro će naglo porasti u kupovnoj moći. Mnogi su tako komentirali da je uvećanje kupovne moći Bitcoina izgledalo kao “balon” (bubble). Premda je ovaj termin često korišten kako bi ukazao na pretjeranu vrijednosti Bitcoina, sasvim slučajno je prikladan. Svojstvo koje je uobičajeno za sva monetarna dobra jest da je njihova kupovna moć viša nego što se može opravdati samo kroz njihovu uporabnu vrijednost. Zaista, mnogi povijesni novci nisu imali uporabnu vrijednost. Razliku između kupovne moći i vrijednosti razmjene koju bi novac mogao imati za svoju inherentnu korisnost, možemo razmatrati kao “monetarnu premiju.” Kako monetarno dobro prolazi kroz stadije monetizacije (navedene gore), monetarna premija raste. No, ta premija ne raste u ravnoj i predvidivoj liniji. Dobro X, koje je bilo u procesu monetizacije, može izgubiti u usporedbi sa dobrom Y koje ima više svojstava novca, te monetarna premija dobra X drastično padne ili potpuno nestane. Monetarna premija srebra je skoro potpuno nestala u kasnom 19. stoljeću, kada su ga vlade diljem svijeta zamijenile zlatom kao novcem.

Čak i u odsustvu vanjskih faktora, kao što su intervencije vlade ili druga monetarna dobra, monetarna premija novog novca neće ići predvidivim putem. Ekonomist Larry White primijetio je:

"problem sa pričom “balona,” naravno, je da je ona konzistentna sa svakim putem cijene, i time ne daje ikakvo objašnjenje za specifičan put cijene"

Proces monetizacije opisuje teorija igara; svaki akter na tržištu pokušava predvidjeti agregiranu potražnju ostalih aktera, i time buduću monetarnu premiju. Zato što je monetarna premija nevezana za inherentnu korisnost, tržišni akteri se uglavnom vode za prošlim cijenama da bi odredili je li neko dobro jeftino ili skupo, i žele li ga kupiti ili prodati. Veza trenutne potražnje sa prošlim cijenama naziva se “ovisnost o putu” (path dependence); ona je možda najveći izvor konfuzije u shvaćanju kretanja cijena monetarnih dobara.

Kada kupovna moć monetarnog dobra naraste zbog većeg i šireg korištenja, očekivanja tržišta o definicijama “jeftinog” i “skupog” se mijenjaju u skladu s time. Slično tome, kada cijena monetarnog dobra padne, očekivanja tržišta mogu se promijeniti u opće vjerovanje da su prethodne cijene bile “iracionalne” ili prenapuhane. Ovisnost o putu novca ilustrirana je riječima poznatog upravitelja fondova s Wall Streeta, Josha Browna:

"Kupio sam bitcoine kada su koštali 2300 USD, i to mi se udvostručilo gotovo odmah. Onda sam počeo govoriti kako “ne mogu kupiti još” dok im je cijena rasla, premda sam znao da je to razmišljanje bazirano samo na cijenu po kojoj sam ih kupio. Kasnije, kada je cijena pala zbog kineske regulacije mjenjačnica, počeo sam si govoriti, “Odlično, nadam se da će još pasti da mogu kupiti još.”"

Istina leži u tome da su ideje “jeftinog” i “skupog” zapravo besmislene kada govorimo o monetarnim dobrima. Cijena monetarnog dobra ne reflektira njegovu stopu rasprostanjenosti ili korisnosti, nego mjeru koliko je ono široko prihvaćeno da ispuni razne uloge novca.

Dodatna komplikacija u ovom aspektu novca je činjenica da tržišni akteri ne djeluju samo kao nepristrani promatrači koji pokušavaju kupiti i prodati u iščekivanju budućih kretanja monetarne premije, nego i kao aktivni proponenti. Pošto ne postoji objektivno “točna” monetarna premija, širiti dobar glas o superiornijim svojstvima nekog monetarnog dobra je efektivnije nego za obična dobra, čija vrijednost je u konačnici vezana na njegovu osnovnu korisnost. Religiozni zanos sudionika na Bitcoin tržištu vidljiv je na raznim internetskim forumima, gdje Bitcoineri aktivno promoviraju benefine Bitcoina i bogatstvo koje je moguće ostvariti investiranjem u njega. Promatrajući Bitcoin tržište, Leigh Drogen komentira:

"To je prepoznatljivo svima kao religija - priča koju si pričamo i oko koje se slažemo. Religija je krivulja na grafu prihvaćanja o kojoj trebamo razmišljati. Sustav je gotovo savršen - onog trenutka kada netko pristupi krugu Bitcoinera, to će reći svima i nastaviti širiti riječ. Onda njihovi prijatelji pristupe i nastave širiti riječ."

Premda usporedba sa religijom može staviti Bitcoin u iracionalno svjetlo, potpuno je racionalno za individualnog vlasnika da širi dobru vijest o superiornom monetarnom dobru, i za šire društvo da se standardizira oko njega. Novac djeluje kao temelj za svu trgovinu i štednju; tako da prihvaćanje superiornog oblika novca ima ogromne multiplicirajuće benefite za stvaranje bogatstva za sve članove društva.

Oblik monetizacije

U članku o Spekulativnom prihvaćanju Bitcoina / teorije cijene, Michael Casey postulira da rastući Gartner hype ciklusi predstavljaju faze standardne S-krivulje prihvaćanja novih tehnologija, koje su bile prisutne kod mnogih transformacijskih tehnologija dok su postajale uobičajene u društvu.

Svaki Gartner hype ciklus počinje sa eksplozijom entuzijazma za novom tehnologijom, a cijenu podižu oni sudionici na tržištvu koji su “dostupni” u toj fazi. Najraniji kupci u Gartner hype ciklusu obično imaju jaku vjeru o transformacijskoj prirodi tehnologije u koju ulažu. S vremenom, tržište dosegne vrhunac entuzijazma kako se količina novih kupaca iscrpljuje, te kupovinom počnu dominirati spekulatori koji su više zainteresirani u brze profite nego u samu tehnologiju.

Nakon vrha hype ciklusa, cijene rapidno padaju dok spekulativno ludilo ustupa mjesto očajavanju, javnoj poruzi i osjećaju da tehnologija nije uopće bila transformacijska. S vremenom, cijena dosegne dno i formira plato na kojem se originalnim ulagačima, koji su imali snažno uvjerenje, pridružuju nove grupe ljudi koji su izdržali bol kraha cijena i koji cijene važnost same tehnologije.

Plato traje neko vrijeme i formira, kako Casey kaže, “stabilnu, dosadnu dolinu.” Za ovo vrijeme, javni interes za tehnologiju opada, no nastaviti će se razvijati i snažna zajednica uvjerenja će polako rasti. Tada, postavlja se nova baza za sljedeću iteraciju hype ciklusa, dok vanjski promatrači prepoznaju da tehnologija i dalje postoji i da ulaganje u nju možda nije onoliko rizično kao što se činilo za vrijeme pada cijene. Sljedeća iteracija hype ciklusa donosi mnogo veći broj novih ljudi, pa je i ciklus daleko veći u svojoj magnitudi.

Jako mali broj ljudi koji sudjeluju u Gartner hype ciklusu će točno predvidjeti koliko će visoko cijena porasti za vrijeme ciklusa. Cijene često dosegnu razine koje bi se činile apsurdnima većini ulagača u raniji stadijima ciklusa. Kada ciklus završi, mediji tipično atribuiraju pad cijene nekoj od aktualnih drušvenih tema. Premda takva tema može biti okidač pada, ona nikad nije temeljni razlog zašto ciklus završava. Gartner hype ciklusi završavaju kada je količina dostupnih novih sudionika na tržištu iscrpljena.

Zanimljivo je da je i zlato nacrtalo klasičan graf Gartner hype ciklusa od kasnih 1970-ih do ranih 2000-ih. Moguće je spekulirati da je hype ciklus osnovna socijalna dinamika oko procesa monetizacije.

Gartner kohorte

Od početka trgovanja Bitcoina na mjenjačnicama 2010. godine, Bitcoin tržište je svjedočilo četirima velikim Gartner hype ciklusima. U retrospektivi, možemo vrlo precizno identificirati grupe cijena prethodnih hype ciklusa Bitcoin tržišta. Također, možemo kvalitativno odrediti kohorte ulagača koje su povezane sa svakom iteracijom prethodnih ciklusa.

0 USD –1 USD (2009. – 3. mjesec 2011.): Prvi hype ciklus u Bitcoin tržištu dominirali su kriptografi, računalni znanstvenici i cypherpunkovi koji su od početka bili spremni razumijeti važnost nevjerojatnog izuma Satoshija Nakamotoa, i koji su bili pioniri u potvrđivanju da Bitcoin protokol nema tehničkih mana.

1 USD - 30 USD (3. mjesec 2011. – 7. mjesec. 2011.): Drugi ciklus privukao je rane entuzijaste oko novih tehnologija kao i stabilan pritok ideološki motiviranih ulagača koji su bili oduševljeni idejom novca odvojenog od države. Libertarijanci poput Rogera Vera došli su u Bitcoin zbog aktivnog anti-institucionalnog stava, i mogućnosti koju je nova tehnologija obećavala. Wences Casares, briljantni i dobro povezani serijski poduzetnik, bio je također dio drugog Bitcoin hype ciklusa te je širio riječ o Bitcoinu među najprominentnijim tehnolozima i ulagačima u Silicijskoj Dolini.

250 USD – 1100 USD (4. mjesec 2013. – 12. mjesec 2013.): Treći hype ciklus doživio je ulazak ranih generalnih i institucionalnih ulagača koji su bili voljni uložiti trud i riskirati kroz užasno komplicirane kanale likvidnosti kako bi kupili bitcoine. Primaran izvor likvidnosti na tržištu za vrijeme ovog perioda bio je MtGox, mjenjačnica bazirana u Japanu, koju je vodio notorno nesposobni i beskrupulozni Mark Karpeles, koji je kasnije završio i u zatvoru zbog svoje uloge u kolapsu MtGoxa.

Valja primijetiti da je rast Bitcoinove cijene za vrijeme spomenuti hype ciklusa većinom povezano sa povećanjem likvidnosti i lakoćom sa kojom su ulagači mogli kupiti bitcoine. Za vrijeme prvog hype ciklusa, nisu postojale mjenjačnice; akvizicija bitcoina se odvijala primarno kroz rudarenje (mining) ili kroz izravnu razmjenu sa onima koju su već izrudarili bitcoine. Za vrijeme drugog hype ciklusa, pojavile su se rudimentarne mjenjačnice, no nabavljanje i osiguravanje bitcoina na ovim mjenjačnicama bilo je previše kompleksno za sve osim tehnološki najsposobnijih ulagača. Čak i za vrijeme trećeg hype ciklusa, ulagači koju su slali novac na MtGox kako bi kupili bitcoine su morali raditi kroz značajne prepreke. Banke nisu bile voljne imati posla sa mjenjačnicom, a oni posrednici koji su nudili usluge transfera bili su često nesposobni, kriminalni, ili oboje. Nadalje, mnogi koji su uspjeli poslati novac MtGoxu, u konačnici su morali prihvatiti gubitak svojih sredstava kada je mjenjačnica hakirana i kasnije zatvorena.

Tek nakon kolapsa MtGox mjenjačnice i dvogodišnje pauze u tržišnoj cijeni Bitcoina, razvili su se zreli i duboki izvori likvidnosti; primjeri poput reguliranih mjenjačnica kao što su GDAX i OTC brokeri kao Cumberland mining. Dok je četvrti hype ciklus započeo 2016. godine, bilo je relativno lako običnim ulagačima kupiti i osigurati bitcoine.

1100 USD – 19600 USD? (2014. –?):

U trenutku pisanja ovog teksta, tržište Bitcoina je prolazilo svoj četvrti veliki hype ciklus. Sudjelovanje u ovom hype ciklusu dominirala je ona skupina koju je Michael Casey opisao kao “rana većina” običnih i institucionalnih ulagača.

Kako su se izvori likvidnosti produbljivali i sazrijevali, veliki institucionalni ulagači sada imaju priliku sudjelovati kroz regulirana “futures” tržišta. Dostupnosti takvih tržišta stvara put ka kreaciji Bitcoin ETF-a (exchange traded fund) (fond na slobodnom tržištu), koji će onda pokrenuti “kasnu većinu” i “najsporije” u sljedećim hype ciklusima.

Premda je nemoguće predvidjeti točan efekt budućih hype ciklusa, razumno je očekivati da će najviša točka biti između 20.000 USD i 50.000 USD (2021. zenit je bio preko 69.000 USD). Znatno više od ovog raspona, i Bitcoin bi imao znatan postotak ukupne vijednosti zlata (zlato i Bitcoin bi imali jednaku tržišnu kapitalizaciju kada bi bitcoini vrijedili oko 380.000 USD u trenutku pisanja ovog teksta). Značajan postotak vrijednosti zlata dolazi od potražnje centralnih banaka, te je malo vjerojatno da će centralne banke ili suverene države sudjelovati u trenutnom hype ciklusu.

Ulazak suverenih država u Bitcoin

Bitcoinov zadnji Gartner hype ciklus će započeti kada ga suverene države počnu akumulirati kao dio svojih rezervi stranih valuta. Tržišna kapitalizacija Bitcoina je trenutno premala da bismo ga smatrali značajnim dodatkom rezervama većini zemalja. No, kako se interes u privatnom sektoru povećava i kapitalizacija Bitcoina se približi trilijunu dolara, postat će dovoljno likvidan za većinu država. Prva država koja službeno doda bitcoine u svoje rezerve će vjerojatno potaknuti stampedo ostalih da učine isto. Države koje su među prvima u usvajanju Bitcoina imat će najviše benefita u svojim knjigama ako Bitcoin u konačnici postane globalna valuta (global reserve currency). Nažalost, vjerojatno će države sa najjačom izvršnom vlasti - diktature poput Sjeverne Koreje - biti najbrže u akumulaciji bitcoina. Neodobravanje prema takvim državama i slaba izvršna tijela zapadnjačkih demokracija uzrokovat će sporost i kašnjenje u akumulaciji bitcoina za njihove vlastite rezerve.

Velika je ironija u tome što je SAD trenutno jedna od regulatorno najotvorenijih nacija prema Bitcoinu, dok su Kina i Rusija najzatvorenije. SAD riskira najviše, geopolitički, ako bi Bitcoin zamijenio dolar kao svjetska rezervna valuta. U 1960-ima, Charles de Gaulle je kritizirao “pretjeranu privilegiju” (“exorbitant privilege”) koju su SAD imale u međunarodnom monetarnom poretku, postavljenom kroz Bretton Woods dogovor 1944. godine. Ruska i kineska vlada još ne shvaćaju geo-strateške benefite Bitcoina kao rezervne valute, te se trenutno brinu o efektima koje bi mogao imati na njihova unutarnja tržišta. Kao de Gaulle u 1960-ima, koji je prijetio SAD-u povratkom na klasični standard zlata, Kinezi i Rusi će s vremenom uvidjeti korist u velikoj poziciji u Bitcoinu - spremištu vrijednosti bez pokrića ijedne vlade. Sa najvećom koncentracijom rudara Bitcoina u Kini (2017.), kineska vlada već ima znatnu potencijalnu prednost u stavljanju bitcoina u svoje rezerve.

SAD se ponosi svojim statusom nacije inovatora, sa Silicijskom dolinom kao krunom svoje ekonomije. Dosad, Silicijska dolina je dominirala konverzacijom usmjerenom prema regulaciji, i poziciji koju bi ona treba zauzeti prema Bitcoinu. No, bankovna industrija i federalna rezerva SAD-a (US Federal Reserve, Fed) napokon počinju uviđati egzistencijalnu prijetnju koju Bitcoin predstavlja za američku monetarnu politiku, postankom globalne rezervne valute. Wall Street Journal, jedan od medijskih glasova federalne reserve, izdao je komentar o Bitcoinu kao prijetnji monetarnoj politici SAD-a:

"Postoji još jedna opasnost, možda i ozbiljnija iz perspektive centralnih banaka i regulatora: bitcoin možda ne propadne. Ako je spekulativni žar u kriptovalutu samo prvi pokazatelj njezinog šireg korištenja kao alternative dolaru, Bitcoin će svakako ugroziti monopol centralnih banaka nad novcem."

U narednim godinama, možemo očekivati veliku borbu između poduzetnika i inovatora u Silicijskoj dolini, koji će pokušavati čuvati Bitcoin od državne kontrole s jedne strane, i bankovne industrije i centralnih banaka koje će učiniti sve što mogu da bi regulirale Bitcoin kako bi spriječile znatne promjene u svojoj industriji i moći izdavanja novca, s druge.

Prijelaz na medij razmjene

Monetarno dobro ne može postati opće prihvaćen medij razmjene (standardna ekonomska definicija za “novac”) prije nego je vrednovano od širokog spektra ljudi; jednostavno, dobro koje nije vrednovano neće biti prihvaćeno u razmjeni. Kroz proces generalnog rasta vrijednosti, i time postanka spremišta vrijednosti, monetarno dobro će brzo narasti u kupovnoj moći, i time stvoriti cijenu za korištenje u razmjeni. Samo kada ta cijena rizika mijenjanja spremišta vrijednosti padne dovoljno nisko, može dobro postati opće prihvaćen medij razmjene.

Preciznije, monetarno dobro će biti prikladno kao medij razmjene samo kada je suma cijene rizika i transakcijske cijene u razmjeni manja nego u trgovini bez tog dobra.

U društvu koje vrši robnu razmjenu, prijelaz spremišta vrijednosti u medij razmjene može se dogoditi čak i onda kada monetarno dobro raste u kupovnoj moći, zato što su transakcijski troškovi robne razmjene iznimno visoki. U razvijenoj ekonomiji, u kojoj su troškovi razmjene niski, moguće je za mladu i rapidno rastućnu tehnologiju spremišta vrijednosti, poput Bitcoina, da se koristi kao medij razmjene, doduše na ograničen način. Jedan primjer je ilegalno tržište droge, gdje su kupci voljni žrtvovati oportunu cijenu čuvanja bitcoina kako bi umanjili znatan rizik kupovine droge koristeći fiat novac.

Postoje međutim velike institucionalne barijere da novonastalo spremište vrijednosti postane sveopće prihvaćen medij razmjene u razvijenom društvu. Države koriste oporezivanje kao moćnu metodu zaštite svojeg suverenog novca protiv rivalskih monetarnih dobara. Ne samo da suvereni novac ima prednost konstantnog izvora potražnje, zato što je porez moguće platiti jedino u njemu, nego su i rivalska monetarna dobra oporezana pri svakoj razmjeni za vrijeme rastuće cijene. Ova metoda oporezivanja stvara znatan otpor korištenju spremišta vrijednosti kao medija razmjene.

Ovakvo sabotiranje tržišnih monetarnih dobara nije nepremostiva barijera za njihovo prihvaćanje kao općeg medija razmjene. Ako ljudi izgube vjeru u suvereni novac, njegova vrijednost može rapidno propasti kroz proces zvan hiperinflacija. Kada suvereni novac prolazi kroz hiperinflaciju, njegova vrijednost propadne prvo u usporedbi sa najlikvidnijim dobrima u društvu, kao što je zlato ili stabilna strana valuta (američki dolar npr.), ako su ona dostupna. Kada nema likvidnih dobara ili ih ima premalo, novac u hiperinflaciji kolabira u usporedbi sa stvarnim dobrima, kao što su nekretnine ili upotrebljiva roba. Arhetipska slika hiperinflacije je trgovina sa praznim policama - potrošači brzo bježe iz propadajuće vrijednosti novca svoje nacije.

Nakon dovoljno vremena, kada je vjera potpuno uništena za vrijeme hiperinflacije, suvereni novac više nitko ne prihvaća, te se društvo može vratiti na robnu razmjenu, ili će doživjeti potpunu zamjenu monetarne jedinice za sredstvo razmjene. Primjer ovog procesa bila je zamjena zimbabveanskog dolara za američki dolar. Takva promjena suverenog novca za stranu valutu je dodatno otežana relativnom oskudnošću strane valute i odsustvom stranih bankarskih institucija koje pružaju likvidnost tržištu.

Sposobnost lakog prenošenja bitcoina preko granica i odsustvo potrebe za bankarskim sustavom čine Bitcoin idealnim monetarnim dobrom za one ljude koji pate pod hiperinflacijom. U nadolazećim godinama, kako fiat valute nastave svoj povijesni trend ka bezvrijednosti, Bitcoin će postati sve popularniji izbor za ušteđevine ljudi diljem svijeta. Kada je novac nacije napušten i zamijenjen Bitcoinom, Bitcoin će napraviti tranziciju iz spremišta vrijednosti u tom društvu u opće prihvaćeno sredstvo razmjene. Daniel Krawicz stvorio je termin “hiperbitcoinizacija” da bi opisao ovaj proces.

Učestala pogrešna shvaćanja

Većina ovog članka usredotočila se na monetarnu prirodu Bitcoina. Sa tim temeljima možemo adresirati neke od najčešćih nerazumijevanja u Bitcoinu.

Bitcoin je balon (bubble)

Bitcoin, kao sva tržišna monetarna dobra, posjeduje monetarnu premiju. Ona često rezultira uobičajenom kritikom da je Bitcoin samo “balon.” No, sva monetarna dobra imaju monetarnu premiju. Naprotiv, ta monetarna premija (cijena viša od one koju diktira potražnja za dobrom kao korisnim) je upravo karakteristična za sve oblike novca. Drugim riječima, novac je uvijek i svuda balon. Paradoksalno, monetarno dobro je istovremeno balon i ispod vrijednosti ukoliko je u ranijim stadijima općeg prihvaćanja kao novac.

Bitcoin je previše volatilan

Volatilnost cijene Bitcoina je funkcija njegovog nedavnog nastanka. U prvih nekoliko godina svojeg postojanja, Bitcoin se ponašao kao mala dionica, i svaki veliki kupac - kao npr. braća Winklevoss - mogao je uzrokovati veliki skok u njegovoj cijeni. No, kako su se prihvaćenost i likvidnost povećavali kroz godine, volatilnost Bitcoina je srazmjerno smanjila. Kada Bitcoin postigne tržišnu kapitalizaciju (vrijednost) zlata, imat će sličnu volatilnost kao i zlato. Kako Bitcoin nastavi rasti, njegova volatilnost će se smanjiti do razine koja ga čini prikladnim za široko korištenje kao medij razmjene. Kao što je prethodno rečeno, monetizacija Bitcoina se odvija u seriji Gartner hype ciklusa. Volatilnost je najniža za vrijeme vrhunaca i dolina unutar ciklusa. Svaki hype ciklus ima nižu volatilnost od prethodnih, zato što je likvidnost tržišta veća.

Cijene transakcija su previsoke

Novija kritika Bitcoin mreže je ta da ju je povećanje cijena prijenosa bitcoina učinilo neprikladnom za sustav plaćanja. No, rast u cijenama transakcija je zdrav i očekivan. One su nužne za plaćanje bitcoin minera (rudara), koji osiguravaju mrežu validacijom transakcija. Rudare se plaća kroz cijene transakcija ili kroz blok-nagrade, koje su inflacijska subvencija od trane trenutnih vlasnika bitcoina.

S obzirom na Bitcoinovu fiksnu proizvodnju (monetarna politika koja ga čini idealnim za spremanje vrijednosti), blok-nagrade će s vremenom nestati i mrežu će se u konačnici morati osiguravati kroz cijene transakcija. Mreža sa “niskim” cijenama transakcija je mreža sa slabom sigurnosti i osjetljiva na vanjsku intervenciju i cenzuru. Oni koji hvale niske cijene Bitcoinovih alternative zapravo niti ne znajući opisuju slabosti tih takozvanih “alt-coina.”

Površan temelj kritika Bitcoinovih “visokih” cijena transakcija je uvjerenje da bi Bitcoin trebao biti prvo sustav plaćanja, i drugo spremište vrijednosti. Kao što smo vidjeli kroz povijest novca, ovo uvjerenje je naopako. Samo onda kada Bitcoin postane duboko ukorijenjeno spremište novca može biti prikladan kao sredstvo razmjene. Nadalje, kada oportunitetni trošak razmjene bitcoina dođe na razinu koja ga čini prikladnim sredstvom razmjene, većina trgovine neće se odvijati na samoj Bitcoin mreži, nego na mrežama “drugog sloja” (second layer) koje će imati niže cijene transakcija. Takve mreže, poput Lightning mreže, služe kao moderna verzija zadužnica koje su korištene za prijenos vlasničkih papira zlata u 19. stoljeću. Banke su koristile zadužnice zato što je prijenos samog metala bio daleko skuplji. Za razliku od takvih zadužnica, Lightning mreža će omogućavati nisku cijenu prijenosa bitcoina bez potrebe za povjerenjem prema trećoj strani, poput banaka. Razvoj Lightning mreže je tehnološka inovacija od izuzetne važnosti u povijesti Bitcoina, i njezina vrijednost će postati očita u narednim godinama, kako je sve više ljudi bude razvijalo i koristilo.

Konkurencija

Pošto je Bitcoin softverski protokol otvorenog tipa (open-source), oduvijek je bilo moguće kopirati softver i imitirati mrežu. Kroz godine nastajali su mnogi imitatori, od identičnih kopija, kao Litecoin, do kompleksnijih varijanti kao što je Ethereum, koje obećavaju arbitrarno kompleksne ugovorne mehanizme koristeći decentralizirani računalni sustav. Česta kritika Bitcoinu od strane ulagača je ta da on ne može zadržati svoju vrijednost kada je vrlo lako stvoriti konkurente koji mogu lako i brzo u sebi imati najnovije inovacije i softverske funkcionalnosti.

Greška u ovom argumentu leži u manju takozvanog “mrežnog efekta” (network effect), koji postoji u prvoj i dominantnoj tehnologiji u nekom području. Mrežni efekt - velika vrijednost korištenja Bitcoina samo zato što je već dominantan - je važno svojstvo samo po sebi. Za svaku tehnologiju koja posjeduje mrežni efekt, to je daleko najvažnije svojstvo koje može imati.

Za Bitcoin, mrežni efekt uključuje likvidnost njegovog tržišta, broj ljudi koji ga posjeduju, i zajednicu programera koji održavaju i unaprjeđuju njegov softver i svjesnost u javnosti. Veliki ulagači, uključujući države, će uvijek prvo tražiti najlikvidnije tržište, kako bi mogli ući i izaći iz tržišta brzo, i bez utjecanja na cijenu. Programeri će se pridružiti dominantnoj programerskoj zajednici sa najboljim talentom, i time pojačati samu zajednicu. Svjesnost o brendu sama sebe pojačava, pošto se nadobudni konkurenti Bitcoina uvijek spominju u kontekstu Bitcoina kao takvog.

Raskrižje na putu (fork)

Trend koji je postao popularan 2017. godine nije bio samo imitacija Bitcoinovog softvera, nego kopiranje potpune povijesti njegovih prošlih transakcija (cijeli blockchain). Kopiranjem Bitcoinovog blockchaina do određene točke/bloka i odvajanjem sljedećih blokova ka novoj mreži, u procesu znanom kao “forking” (odvajanje), Bitcoinovi konkurenti su uspjeli riješiti problem distribuiranja svojeg tokena velikom broju korisnika.

Najznačajniji takav fork dogodio se 1. 8. 2017. godine, kada je nova mreža nazvana Bitcoin Cash (Bcash) stvorena. Vlasnik N količine bitcoina prije 1.8.2017. bi onda posjedovao N bitcoina i N BCash tokena. Mala, ali vrlo glasna zajednica Bcash proponenata je neumorno pokušavala prisvojiti Bitcoinov brend i ime, imenujući svoju novu mrežu Bitcoin Cast i pokušavajući uvjeriti nove pridošlice u Bitcoin da je Bcash “pravi” Bitcoin. Ti pokušaji su većinom propali, i taj neuspjeh se vidi u tržišnim kapitalizacijama dviju mreža. No, za nove ulagače, i dalje postoji rizik da bi konkurent mogao kopirati Bitcoin i njegov blockchain i tako uspjeti u preuzimanju tržišne kapitalizacije, te postati de facto Bitcoin.

Moguće je uočiti važno pravilo gledajući velike forkove u prošlosti Bitcoin i Ethereum mreža. Većina tržišne kapitalizacije odvijat će se na mreži koja zadrži najviši stupanj talenta i aktivnosti u zajednici programera. Premda se na Bitcoin može gledati kao na nov i mlad novac, on je također računalna mreža koja počiva na softveru, kojeg se pak treba održavati i poboljšavati. Kupovina tokena na mreži koja ima malo neiskusnih programera bilo bi kao kupovati kopiju Microsoft Windowsa na kojoj rade lošiji programeri. Jasno je vidljivo iz povijesti forkova koji su se odvili 2017. godine da su najbolji računalni i kriptografski stručnjaci posvećeni razvoju originalnog Bitcoina, a ne nekoj od rastućeg broja imitacija koje su se izrodile iz njega.

Stvarni rizici

Premda su uobičajene kritike upućene Bitconu od strane medija i ekonomske profesije krive i bazirane na netočnom shvaćanju novca, postoje pravi i značajni rizici kod ulaganja u Bitcoin. Bilo bi mudro za novog Bitcoin ulagača da shvati ove rizike prije potencijalnog ulaganja.

Rizik protokola

Bitcoin protokol i kriptografski sastavni dijelovi na kojima je sagrađen potencijalno imaju dosad nepronađenu grešku u svom dizajnu, ili mogu postati nesigurni razvojem kvantnih računala. Ako se pronađe greška u protokolu, ili neka nova metoda računarstva učini mogućim probijanje kriptografskih temelja Bitcoina, vjera u Bitcoin biti će znatno narušena. Rizik protokola bio je najviši u ranim godinama razvoja Bitcoina, kada je još uvijek bilo nejasno, čak i iskusnim kriptografima, je li Satoshi Nakamoto zaista riješio problem bizantskih generala (Byzantine Generals’ Problem). Brige oko ozbiljnih grešaka u Bitcoin protokolu nestale su kroz godine, no uzevši u obzir njegovu tehnološku prirodu, rizik protokola će uvijek ostati u Bitcoinu, makar i kao izuzetak.

Propadanje mjenjačnica

Time što je decentraliziran, Bitcoin je pokazao značajnu otpornost, suočen sa brojnim pokušajima raznih vlada da ga reguliraju ili unište. No, mjenjačnice koje trguju bitcoinima za fiat valute su centralizirani entiteti i podložne regulacijama i zatvaranju. Bez mjenjačnica i volje bankara da s njima posluju, proces monetizacije Bitcoina bio bi ozbiljno usporen, ako ne i potpuno zaustavljen. Iako postoje alternativni izvori likvidnosti za Bitcoin, poput “over-the-counter” brokera i decentraliziranih tržišta za kupovinu i prodaju bitcoina, kritičan proces otkrivanja i definiranja cijene se odvija na najlikvidnijim mjenjačnicama, koje su sve centralizirane.

Jedan od načina za umanjivanje rizika gašenja mjenjačnica je geografska arbitraža. Binance, jedna od velikih mjenjačnica iz Kine, preselila se u Japan nakon što joj je kineska vlada zabranila operiranje u Kini. Vlade su također oprezne kako ne bi ugušile novu industriju koja je potencijalno značajna kao i internet, i time predale nevjerojatnu konkurentnu vrijednost drugim nacijama.

Samo kroz koordinirano globalno ukidanje Bitcoin mjenjačnica bi proces monetizacije mogao biti zaustavljen. Trenutno smo u utrci; Bitcoin raste i postaje sve rašireniji, i doći će do trenutka kada bi potpuno ukidanje mjenjačnica postalo politički neizvedivo - kao i gašenje interneta. Mogućnost takvog ukidanja je još uvijek realna, i valja je uzeti u obzir pri ulaganju u Bitcoin. Kao što je gore objašnjeno, suverene vlade se polako bude i uviđaju prijetnju koju predstavlja neovisna digitalna valuta otporna na cenzuru, za njihovu monetarnu politiku. Otvoreno je pitanje hoće li išta poduzeti da odgovore ovoj prijetnji prije nego Bitcoin postane toliko utvrđen i raširen da politička akcija postane nemoćna i ne-efektivna.

Zamjenjivost

Otvorena i transparentna priroda Bitcoin blockchaina omogućava državama da proglase specifične bitcoine “okaljanima” zbog njihovog korištenja u određenim aktivnostima. Premda Bitcoin, na protokolarnoj razini, ne diskriminira transakcije na ikoji način, “okaljani” bitcoini bi mogli postati bezvrijedni ako bi ih regulacije proglasile ilegalnima i neprihvatljivima za mjenjačnice ili trgovce. Bitcoin bi tada izgubio jedno od kritičnih svojstava monetarnog dobra: zamjenjivost.

Da bi se ovaj problem riješio i umanjio, biti će potrebna poboljšanja na razini protokola kako bi se poboljšala privatnost transakcija. Premda postoji napredak u ovom smjeru, prvi put primjenjen u digitalnim valutama kao što su Monero i Zcash, potrebno je napraviti značajne tehnološke kompromise između efikasnosti i kompleksnosti Bitcoina i njegove privatnosti. Pitanje ostaje otvoreno je li moguće dodati nova svojstva privatnosti na Bitcoin, na način koji neće kompromitirati njegovu korisnost kao novca.

Zaključak

Bitcoin je novonastali novac koji je u procesu transformacije iz sakupljačkog dobra u spremište vrijednosti. Kao neovisno monetarno dobro, moguće je da će u budućnosti postati globalan novac, slično kao zlato za vrijeme 19. stoljeća. Prihvaćanje Bitcoina kao globalnog novca je upravo taj optimističan scenarij za Bitcoin, kojeg je artikulirao Satoshi Nakamoto još 2010. godine u email razmjeni sa Mikeom Hearnom:

"Ako zamisliš da se koristi u nekom dijelu svjetske trgovine, i da će postojati samo 21 milijun bitcoina za cijeli svijet, vrijednost po jedinici će biti znatno veća".

Ovaj scenarij je još snažnije definirao briljantni kriptograf Hal Finney, koji je ujedno primio i prve bitcoine od Nakamotoa, ubrzo nakon najave prvog funkcionalnog Bitcoin softvera:

"Zamislimo da Bitcoin bude uspješan i postane dominantan sustav plaćanja diljem svijeta. U tom slučaju će ukupna vrijednost valute biti jednaka ukupnoj vrijednosti svog bogatstva svijeta. Današnje procjene ukupnog svjetskog bogatska kućanstava koje sam pronašao borave negdje između 100 i 300 trilijuna dolara. Sa 20 milijuna bitcoina, svaki bi onda vrijedio oko 10 milijuna dolara."

Čak i da Bitcoin ne postane u cijelost globalan novac, nego da se samo natječe sa zlatom kao neovisno spremište vrijednosti, i dalje je masivno podcijenjen. Mapiranje tržišne kapitalizacije postojeće količine izrudarenog zlata (oko 8 trilijuna dolara) na maksimalnu dostupnost Bitcoina od 21 milijun, daje vrijednost od otprilike 380,000 dolara po bitcoinu. Kao što smo vidjeli u prethodnom tekstu, svojstva koja omogućavaju monetarnom dobru da bude prikladno spremište vrijednosti, čine Bitcoin superiornijim zlatu u svakom pogledu osim trajanja povijesti. No, kako vrijeme prolazi i Lindy efekt postane jači, dosadašnja povijest će prestati biti prednost zlata. Samim time, nije nerazumno očekivati da će Bitcoin narasti do, a možda i preko, ukupne cijene zlata na tržištvu do 2030. Opaska ovoj tezi je činjenica da veliki postotak vrijednosti zlata dolazi od toga što ga centralne banke čuvaju kao spremište vrijednosti. Da bi Bitcoin došao do te razine, određena količina suverenih država će trebati sudjelovati. Hoće li zapadnjačke demokracije sudjelovati u vlasništvu Bitcoina je nepoznato. Vjerojatnije je, nažalost, da će prve nacije u Bitcoin tržištu biti sitne diktature i kleptokracije.

Ako niti jedna država ne bude sudjelovala u Bitcoin tržištu, optimistična teza i dalje postoji. Kao nevisno spremište vrijednosti u rukama individualnih i institucionalnih ulagača, Bitcoin je i dalje vrlo rano u svojoj “krivulji prihvaćenosti” (adoption curve); tzv. “rana većina” ulaze na tržište sada, dok će ostali ući tek nekoliko godina kasnije. Sa širim sudjelovanjem individualnih i institucionalnih ulagača, cijena po bitcoinu između 100,000 i 200,000 dolara je sasvim moguća.

Posjedovanje bitcoina je jedna od malobrojnih asimetričnih novčanih strategija dostupnih svakome na svijetu. Poput “call” opcija, negativan rizik ulagača je ograničen na 1x, dok potencijalna dobit i dalje iznosi 100x ili više. Bitcoin je prvi istinski globalan balon čija je veličina ograničena samo potražnjom i željom građana svijeta da zaštite svoju ušteđevinu od raznovrsnih ekonomskih malverzacija vlade. Bitcoin je ustao kao feniks iz pepela globalne financijske krize 2008. godine - katastrofe kojoj su prethodile odluke centralnih banaka poput američke Federalne rezerve (Federal Reserve).

Onkraj samo financijske teze za Bitcoin, njegov rast i uspjeh kao neovisno spremište vrijednosti imat će duboke geopolitičke posljedice. Globalna, ne-inflacijska valuta će prisiliti suverene države da promjene svoje primarne mehanizme financiranja od inflacije u izravno oporezivanje; koje je daleko manje politički popularno. Države će se smanjivati proporcionalno političkoj boli koju im nanese oporezivanje kao jedini način financiranja. Nadalje, globalna trgovina vršiti će se na način koji zadovoljava aspiraciju Charlesa de Gaullea, da nijedna nacija ne bi smjela imati privilegiju nad ikojom drugom:

"Smatramo da je potrebno da se uspostavi međunarodna trgovina, kao što je bio slučaj prije velikih nesreća koje su zadesile svijet, na neosporivoj monetarnoj bazi, koja ne nosi na sebi oznaku ijedne države."

Za 50 godina, ta monetarna baza biti će Bitcoin.

@ 6e0ea5d6:0327f353

"Malcolm Forbes recounts that a lady, wearing a faded cotton dress, and her husband, dressed in an old handmade suit, stepped off a train in Boston, USA, and timidly made their way to the office of the president of Harvard University. They had come from Palo Alto, California, and had not scheduled an appointment. The secretary, at a glance, thought that those two, looking like country bumpkins, had no business at Harvard.
— We want to speak with the president — the man said in a low voice.
— He will be busy all day — the secretary replied curtly.
— We will wait.
The secretary ignored them for hours, hoping the couple would finally give up and leave. But they stayed there, and the secretary, somewhat frustrated, decided to bother the president, although she hated doing that.
— If you speak with them for just a few minutes, maybe they will decide to go away — she said.
The president sighed in irritation but agreed. Someone of his importance did not have time to meet people like that, but he hated faded dresses and tattered suits in his office. With a stern face, he went to the couple.
— We had a son who studied at Harvard for a year — the woman said. — He loved Harvard and was very happy here, but a year ago he died in an accident, and we would like to erect a monument in his honor somewhere on campus.

— My lady — said the president rudely —, we cannot erect a statue for every person who studied at Harvard and died; if we did, this place would look like a cemetery.

— Oh, no — the lady quickly replied. — We do not want to erect a statue. We would like to donate a building to Harvard.

The president looked at the woman's faded dress and her husband's old suit and exclaimed:

— A building! Do you have even the faintest idea of how much a building costs? We have more than seven and a half million dollars' worth of buildings here at Harvard.

The lady was silent for a moment, then said to her husband:

— If that’s all it costs to found a university, why don’t we have our own?

The husband agreed.

The couple, Leland Stanford, stood up and left, leaving the president confused. Traveling back to Palo Alto, California, they established there Stanford University, the second-largest in the world, in honor of their son, a former Harvard student."

Text extracted from: "Mileumlivros - Stories that Teach Values."

Thank you for reading, my friend! If this message helped you in any way, consider leaving your glass “🥃” as a token of appreciation.

A toast to our family!

@ 4857600b:30b502f4

Mitch McConnell, a senior Republican senator, announced he will not seek reelection.

At 83 years old and with health issues, this decision was expected. After seven terms, he leaves a significant legacy in U.S. politics, known for his strategic maneuvering.

McConnell stated, “My current term in the Senate will be my last.” His retirement marks the end of an influential political era.

@ 09fbf8f3:fa3d60f0

> ### 第三方API合集：

免责申明:

在此推荐的 OpenAI API Key 由第三方代理商提供，所以我们不对 API Key 的 有效性 和 安全性 负责，请你自行承担购买和使用 API Key 的风险。

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持续更新。。。

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Bitcoin Magazine

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This post 🔴 LIVE: The Bitcoin Conference 2025 – Day 2 first appeared on Bitcoin Magazine and is written by Bitcoin Magazine.

@ 866e0139:6a9334e5

Autor: Jana Moava. Dieser Beitrag wurde mit dem Pareto-Client geschrieben. Sie finden alle Texte der Friedenstaube und weitere Texte zum Thema Frieden hier. Die neuesten Pareto-Artikel finden Sie auch in unserem Telegram-Kanal.

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Die neuesten Artikel der Friedenstaube gibt es jetzt auch im eigenen Friedenstaube-Telegram-Kanal.

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Zwei Worte nur braucht man – und die Sache ist klar. Jeder gebildete Russe kennt diese Worte: sie stammen aus dem XIX. Jahrhundert, als Nikolaus I. die Krim-Kampagne begann und das Zarenreich nach üblen Querelen ganz Europa und die Türkei zum Gegner hatte - allen voran die Herrscher der Weltmeere: das British Empire mit Queen Victoria. Der historische Ausdruck anglitschanka gadit (locker übersetzt: die Engländerin macht Shit) besitzt bis heute verdeckte politische Sprengkraft und ist seit Ende Februar 2022 in Russland wieder populär. Wer auch immer der Urheber dieser im Original durchaus diskreten Benennung des Fäkalvorgangs war: der Ausdruck steht für ernste Konflikte mit dem Englisch sprechenden Westen, dem Erzfeind.

Ein kurzer Blick in die Geschichte mag dies erläutern: Fast alle westlichen Historiker benennen als Auslöser des Krimkrieges Mitte des IX. Jahrhunderts die Verteidigung der russisch-orthodoxen Kirche und deren Zugang zur Kreuzkirche in Jerusalem. Es wird vom letzten Kreuzzug u.a. geschrieben. Das ist eine höchst einseitige Interpretation, denn es ging Nikolaus I. vor allem um den Zugang zum einzigen dauerhaft eisfreien Hafen Russlands im Schwarzen Meer, durch die Meeresenge der Dardanellen ins Mittelmeer. Das ist verständlich, war doch die Eroberung der Krim ab 1783 unter seiner Großmutter Katharina II. aus eben diesem Grunde erfolgt. Damals schon wurde der Hafen Sewastopol zum Stützpunkt der russischen Flotte ausgebaut. 

Ende 1825, nach dem plötzlichen Tod des ältesten Bruders Alexander I., war Nikolaus von seiner Erziehung her auf eine Regentschaft ganz und gar nicht vorbereitet gewesen, doch herrschte er dreißig Jahre lang nicht nur über das russische Reich, sondern auch über Finnland und das damalige Königreich Polen unter russischem Protektorat. Nikolaus I. zeichnete sich von Beginn an durch Gewaltmaßnahmen aus: Als ihm im Dezember (russ. dekabr)1825 eine Gruppe sehr gebildeter, freiheitsliebender junger Adligen aus besten Familien den Eid verweigerte (dies zog als Dekabristenaufstand in die Geschichte ein), ließ er fünf der Rebellen hängen, die anderen schickte er in Fußfesseln nach Sibirien in die Bergwerke. Er gründete die berüchtigte Geheimpolizei Dritte Abteilung, ließ Privatbriefe des Dichters Puschkin öffnen (obwohl dieser „in seiner Gnade stand“) und Historikern ist Nikolaus I. als Gendarm Europas bekannt. Im russischen Volk aber nannte man ihn kurz und bündig: *Nicki Knüppel aus dem Sack (Nikolaschka palkin). *

Leo Tolstoj beschrieb diesen Zaren in seinen Erzählungen über die Kriege im Kaukasus (Hadschi Murat) als feist und fett, mit leblosen, trüben Augen und als berüchtigten Frauenjäger. Tolstoj war es auch, der als junger Teilnehmer im Krimkrieg drei Erzählungen schrieb: Sewastopol im Dezember 1854, im Mai 1855 und im August 1855. Nachdem das British Empire unter Queen Victoria Russland den Krieg erklärt hatte (in Koalition mit Frankreich und Piemont-Sardinien als Schutzmacht des Osmanischen Reiches), entstand der Ausdruck anglitschanka gadit – die Engländerin macht Shit. Bis heute findet man dazu drastische Illustrationen im Netz…

Noch bevor russische Truppen Ende Februar 2022 in die Ukraine marschierten, lebte dieser Ausdruck in Russland wieder auf. Wer hierzulande Interesse an der Wahrheit hat, kann deutliche Parallelen zur damaligen politischen Lage entdecken, auch in Bezug auf die Verhaltensweisen des derzeitigen russischen Staatschefs und des historischen Nicki Knüppel aus dem Sack. Obwohl der amtierende durchaus Anerkennung verdient hat, denn nach dem Zusammenbruch der Sowjetunion in den 1990er Jahren unter Jelzin stellte er die Staatlich-keit des verlotterten, hungernden Landes wieder her und trieb den wirtschaftlichen Aufbau voran. Davon kann ich zeugen, lebte ich doch von 1992 – 2008 vor Ort.

Sicher - heute ist längst bekannt, daß die bereits Ende März 2022 in Istanbul laufenden Friedensverhandlungen zwischen Russland und der Ukraine vom britischen Premier und im Namen des US Präsidenten boykottiert wurden. Daniel Ruch, Schweizer Botschafter a.D., sprach gar von Sabotage! Der deutsche General a. D. Harald Kujat kommentierte damals mit den Worten: „Seit April 2022 gehen alle Kriegsopfer in der Ukraine auf das Konto des Westens!“ Der Ausdruck anglitschanka gadit ist seitdem in Russland wieder geläufig. Nun, brandaktuell, treffen sich die Kriegsparteien wieder in Istanbul: Ausgang ungewiss. Doch wird inzwischen auch von einzelnen westlichen Politikern anerkannt, dass Russland eine neutrale Pufferzone zu den Nato-Staaten verlangt und braucht.

Wenn hierzulande gemutmaßt wird, alle Russen würden den Ukraine-Krieg bejahen, so sollte man zur Kenntnis nehmen, dass derartige Aussagen kaum die wirkliche Überzeugung wiedergeben. Seit den Repressionen unter Stalin, seit in jeder zweiten Familie nahe Angehörige im GULAG einsaßen und umkamen und darüber Jahrzehnte lang geschwiegen werden musste, ist der Wahrheitsgehalt öffentlicher Umfragen getrost zu bezweifeln. Hat man hier etwa vergessen, dass seit 2011 auf eine mächtig wachsende zivile Protestbewegung und riesige Demonstrationen in russischen Großstädten immer schärfere Aktionen von Seiten des Staates erfolgten? Dass Knüppel auf Köpfe und Leiber prasselten, wie zur Zeit Nickis I., und der Polizeiapparat derart wuchs, dass heute das Verhältnis von Bürger und Silowiki (Vertreter der Gewalt)1:1 steht?

Offenbar weiß man hier nicht, dass schon Anfang 2022 von Mitarbeitern in jeder staatlich finanzierten Institution, ob im Bereich von Kultur, Wissenschaft, Forschung oder Lehre die schriftliche Zustimmung zur Spezialoperation mit der Ukraine eingefordert wurde! Eine Weigerung hatte den Verlust des Arbeitsplatzes zur Folge, egal welches Renommée oder welchen Rang der Betroffene besaß! Manche Leiter von staatlichen Institutionen zeigten dabei gehöriges Geschick und zeichneten für alle; andere (z.B. staatliche Theater) riefen jeden Mitarbeiter ins Kontor. Nur wenige Personen, die unter dem persönlichem Schutz des Präsidenten standen, konnten sich dieser Zustimmung zum Krieg entziehen. Wissenschaftler und Künstler emigrierten zuhauf. Berlin ist voll mit Geflohenen aus jenem Land, das kriegerisch ins Bruderland einmarschierte! Aber kann denn jeder emigrieren? Die Alten, Familien mit Kindern? Mit guten Freunden, die dort blieben, ist eine Kommunikation nur verschlüsselt möglich, in Nachrichten wie: die Feuer der Inquisition brennen (jeder, der von der offiziellen Doktrin abweicht, ist gefährdet), Ratten verbreiten Krankheiten bezieht sich auf Denunziationen, die in jeder Diktatur aufblühen, wenn sich jemand dem Schussfeld entziehen möchte und im vorauseilenden Gehorsam den Nachbarn anzeigt. Kennen wir das nicht noch aus unseren hitlerdeutschen 1930er Jahren?!

Je mehr im Reich aller Russen in den letzten Jahren von oben geknebelt und geknüppelt wurde, desto mehr Denunziationen griffen um sich. Junge Menschen, die auf Facebook gegen den Krieg posteten, wurden verhaftet. Seit 2023 sitzen u.a. zwei junge russische Theaterfrauen aufgrund der üblen Denunziation eines Kollegen hinter Gittern. Die Inszenierung der Regisseurin Zhenja Berkowitsch und der Autorin Swetlana Petritschuk erhielt Ende 2022 den höchsten Theaterpreis von ganz Russland, die Goldene Maske. Das Stück Finist (Phönix), klarer Falke ist nach dem Motiv eines russischen Märchens geschrieben, fußt aber auf dokumentarischem Material: es verhandelt die Versuchung junger Frauen, auf Islamisten hereinzufallen und sie aus Frust und falsch verstandener Solidarität zu heiraten. Die Anklage hat den Spieß genau umgedreht: Autorin und Regisseurin wurden des Terrorismus beschuldigt! Das Rechtssystem im Land scheint heute noch vergleichbar mit jenem, das Alexander Puschkin vor über 200 Jahren in seiner Erzählung Dubrowski authentisch beschrieb: Wer die Macht hat, regelt das Recht. Man kann die Erzählung des russischen Robin Hood auch deutsch nachlesen (leider, leider hat Puschkin sie nicht beendet).

Andere, erbaulichere Elemente aus der Zeit Puschkins, bzw. von Nikolaus I., dienen allerdings als Gegengewicht zum Alltag: seit Ende 2007 finden in Moskau und St. Petersburg jeden Winter nach dem Vorbild der historischen Adelsbälle große gesellschaftliche Events statt: Puschkinball, Wiener Opernball, jetzt nur noch Opernball genannt. Der Nachwuchs aus begüterten Familien lernt alte Tanzschritte und feine Sitten. Fort mit dem sowjetischen Schmuddelimage! Prächtige Kostümbälle werden nun zum Abschluss jedes Schuljahres aufgeboten. In stilisierten Kostümen der Zeit Nikolajs I. bzw. Puschkins tanzen Schuldirektoren, Lehrer und junge Absolventen. Der Drang nach altem Glanz und Größe (oder eine notwendige Kompensation?) spiegelt sich im Volk. 

Werfen wir jedoch einen Blick auf einige Geschehnisse in der Ukraine ab 2014, die in unserer Presse immer noch verschwiegen werden:  Im Spätsommer 2022 begegnete ich auf Kreta einer Ukrainerin aus der Nordukraine, die wegen des fürchterlichen Nationalismus nach 2014 ihre Heimat verließ. Sie ist nicht die einzige! Ihre Kinder waren erwachsen und zogen nach Polen, sie aber reiste mit einer Freundin weiter Richtung Griechenland, lernte die Sprache, erwarb die Staatsbürgerschaft und ist nun auf Kreta verheiratet.

Natalia erzählte mir, was bei uns kaum zu lesen ist, was jedoch Reporter wie Patrick Baab oder Historiker wie Daniele Ganser schon lange berichtet haben: 2014, als die Bilder der Proteste auf dem Maidan um die Welt gingen, habe die damalige amerikanische Regierung unter Präsident Biden die Vorgänge in Kiew für einen Putsch genutzt: Janukowitsch, der korrupte, doch demokratisch gewählte Präsident der Ukraine wurde gestürzt, die Ereignisse mit Hilfe von Strohmännern und rechten Nationalisten gelenkt, die mit Geld versorgt wurden. Bis es zum Massaker auf dem Maidan kam, als bewaffnete, ihrer Herkunft nach zunächst nicht identifi-zierbare Schützen (es waren v.a. rechte Nationalisten, so der gebürtige Ukrainer und US Bürger Professor N. Petro und Prof. Ivan Katchanovskij) von den Dächern in die Menge schossen.

Im YouTube Kanal Neutrality Studies konnte man am 17.02.2024 hören: Anlässlich des traurigen 10. Jahrestages des Maidan-Massakers, bei dem am 20. Februar 2014 mehr als 100 Menschen durch Scharfschützenfeuer getötet wurden, spreche ich heute mit Ivan Katchanovski, einem ukrainischen (und kanadischen) Politikwissenschaftler an der Univer-sität von Ottawa, der das Massaker detailliert erforscht hat. Letztes Jahr veröffentlichte er das Papier „Die Maidan-Massaker-Prozess und Untersuchungserkenntnisse: Implikationen für den Krieg zwischen der Ukraine und Russland und die Beziehungen“. Kurz gesagt, das Massaker wurde NICHT von den Kräften Victor Janukowytschs begangen, wie in westlichen Medien berichtet, und es gibt schlüssige Beweise dafür, dass die Schützen Teil des ultra-rechten Flügels der Ukraine waren, die dann nach dem Putsch an die Macht kamen. (Link zum Paper).

Wer erinnert sich hierzulande noch daran, dass 2014 im deutschen öffentlichen  Fernsehen von Hunter Biden, Sohn des US-Präsidenten berichtet wurde, der durch dubiose Gas- und Ölgeschäfte in der Ukraine auffiel? Dass damals im deutschen Fernsehen auch Bilder von Ukrainern mit SS-Stahlhelmen auftauchten? In einer Arte-Reportage zu Hilfs-transporten im März 2022 aus Polen über die Westukraine konnte der aufmerksame Zu-schauer an fast allen Häusern die tiefroten Banner von Anhängern des verstorbenen, in München begrabenen, faschistischen Stepan Bandera erkennen. Ausgesprochen wurde es nicht.

Die neue Kreterin Natalia sprach auch über eine Amerikanerin ukrainischer Herkunft, die Röntgenärztin Uljana Suprun, die aus den USA als Gesundheitsministerin rekrutiert wurde und unter dem amerikafreundlichen Präsidenten Poroschenko von 2016-2019 diesen Posten innehatte. Was bitte sollte eine Röntgenärztin aus den USA auf dem Ministerposten der Ukraine?! Streit und Skandal umgaben sie fast täglich in der RADA, dem ukrainischen Parlament. Es wurde gemunkelt, sie diene als Feigenblatt bei der Herstellung biologischer Waffen. Material zu ihr ist bis heute auf YouTube zu finden. 

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Natalia bezeichnete die ukrainischen Emigrantenkreise in den USA und Kanada zurecht als ultranationalistisch, sie seien Kollaborateure der Nazis bei der Judenvernichtung gewesen und hätten sich nach dem Rückzug der Deutschen rechtzeitig nach Übersee abgesetzt. Das ist wohl bekannt. 

Heute ist das Recherchieren der wahren Geschehnisse von 2014 zwar immer noch mühsam, aber die Wahrheit sickert immer mehr durch, zumal auch Exilukrainer dazu geschrieben und öffentlich gesprochen haben. Die Kanäle SaneVox und Neutrality studies liefern unermüdlich weitere Fakten! Im März 2025 klärte der US-Professor Jeffrey Sachs das Europa-Parlament endlich in allen Details über die kriegerischen Machenschaften bestimmter Kreise innerhalb der englischsprechenden Westmächte auf! 

Kürzlich war im multipolar-magazin zu lesen, wie erschreckend tief unser eigenes Land bereits in**** den Ukraine-Krieg verwickelt ist: Da hieß es:

*„Kriegsplanung von deutschem Boden“ *

Zwei umfassende Beiträge der „New York Times“ und der Londoner „Times“ belegen, was lange bestritten wurde: die tiefe militärische und strategische Verwicklung von Nato-Mitgliedsstaaten in den Ukraine-Krieg. Demnach wird deren Kriegsbeteiligung seit Jahren vom europäischen Hauptquartier der US-Armee in Wiesbaden koordiniert. Für Deutschland stellen sich damit verfassungsrechtliche Fragen.

Und ein Karsten Montag schrieb ebenda am 25. April 2025:

Mehr als drei Jahre nach Beginn des russisch-ukrainischen Krieges berichten zwei große westliche Tageszeitungen über die tiefgreifende Beteiligung von Nato-Militärs an diesem Konflikt. Den Anfang machte die „New York Times“ (NYT). Unter dem Titel „Die Partnerschaft: Die geheime Geschichte des Krieges in der Ukraine“ erschien Ende März ein umfassender *Artikel, der laut Autor Adam Entous auf 300 Interviews mit Regierungs-, Militär- und Geheim-dienstvertretern in der Ukraine, den Vereinigten Staaten sowie weiteren Nato-Partnern basiert. Es handle sich um die „unerzählte Geschichte“ der „versteckten Rolle“ der USA bei den ukrainischen Militäroperationen. *

Wenige Wochen später veröffentlichte die britische Tageszeitung „The Times“ Anfang April einen ähnlichen Beitrag mit dem Titel „Die unerzählte Geschichte der entscheidenden Rolle der britischen Militärchefs in der Ukraine“. Dieser bestätigt die tiefe Verstrickung der Nato-Staaten in Militäroperationen wie der ukrainischen Offensive 2023. Abweichend vom NYT-Artikel bezeichnet er jedoch die britischen Militärchefs als die „Köpfe“ der „Anti-Putin“-Koalition. Einigkeit herrscht wiederum bei der Frage, wer für den Misserfolg der Operationen verantwortlich ist: Dies sei eindeutig der Ukraine zuzuschreiben. Auch im Times-Beitrag wird auf die besondere Rolle des europäischen US-Hauptquartiers im hessischen Wiesbaden bei der Koordination der Einsätze und den Waffenlieferungen hingewiesen.

Na also! Es gibt unter den aus der Ukraine Geflüchteten hier allerdings eine große Mehrheit, die von diesen Fakten weder etwas wissen, noch wissen wollen. Amerika und die Heimat der Anglitschanka ist für sie das Gelobte Land und wehe, du sprichst darüber, dann wirst du sofort der russischen Propaganda verdächtig. Wie Nicki mittlerweile daheim den Knüppel schwingt, interessiert sie auch nicht. 

Wieso wird hier nicht untersucht, wieso wird verschwiegen, dass Alexej Nawalny für einen englischen Dienst arbeitete – woher erhielt er das viele Geld für seine Kampagnen? Wo leben nun seine Witwe und die Kinder? Auf der Insel im nebligen Avalon/ Albion… 

Ein letztes Beispiel aus dem Bereich der Kultur zum Verständnis des leider so aktuellen Ausdrucks Die Engländerin macht Shit:  Anfang 2024 wurde im staatlichen Sender ONE (ARD) eine Serie der BBC zu frühen Erzählungen von Michail Bulgakow ausgestrahlt:** Aufzeichnungen eines jungen Arztes. Die BBC verhunzte den in Kiew geborenen Arzt und weltberühmten Autor derart, dass dem Zuschauer schlecht wurde: Mit dem Titel A Young Doctor‘s Notebook verfilmte sie Bulgakows frühe Erzählungen über die Nöte eines jungen Arztes in der bettelarmen sowjetrussischen Provinz in den 1920er Jahren hypernaturalistisch, blut-, dreck- und eitertriefend. Pseudokyrillische Titel und Balalaika Geklimper begleiteten das Leiden von schwer traumatisierten Menschen im russischen Bürgerkrieg oder Abscheulichkeiten, wie das Amputieren eines Mädchenbeines mit einer Baumsäge - ausgestrahlt vom 1. Deutschen Fernsehen! Michail Bulgakow hätte sich im Grabe umgedreht.

Als Autor beherrschte Bulgakow die Kunst der Groteske ebenso wie hochlyrische Schilderungen. Seine Prosa und seine Theaterstücke aber wurden Zeit seines Lebens von der Sowjetmacht verstümmelt - und post mortem auch von seinen ukrainischen Landsleuten: sein schönes Museum, das ehemalige Domizil der Familie Bulgakow in Kiew am Andrejew-Steig, das mit seinem ersten Roman Die weiße Garde (Kiew vor 100 Jahren im Strudel auch ultranationalistischer Strömungen) und der berühmten Dramatisierung Die Tage der Turbins in die große Literatur einzog, dieses Museum wurde abgewickelt und geschlossen, weil Bulgakow angeblich schlecht über die Ukraine geschrieben hätte! 

Ein Glück jedoch, dass die bedeutenden Werke Bulgakows seit nun drei Dekaden von russischsprachigen Philologen beharrlich in ihrer ursprünglichen Fassung wieder hergestellt wurden. Seine großen Romane Die weiße Garde und Meister und Margarita seien in der hervorragenden deutschen Übersetzung von Alexander Nitzberg jedem Interessierten ans Herz gelegt!

Die obigen Ausführungen sind keinesfalls eine Rechtfertigung des Krieges, es geht vielmehr um Hintergründe, Fakten und Machenschaften, die in der Regel bis heute bei uns verschwiegen werden! Obwohl es nun sonnenklar und öffentlich ist, dass bestimmte Inter-essengruppen der englischsprachigen Westmächte die hochgefährliche Konfrontationspolitik mit Russland zu verantworten haben: die Engländerin macht Shit…Und wir? Wir schweigen, glauben der immer noch laufenden Propaganda und wehren uns nicht gegen diese üble Russenphobie?! Ich erinnere mich noch lebhaft an die Nachkriegszeit im Ruhrgebiet, als der Ton ruppig war und Dreck und Trümmer unsere Sicht beherrschten. Auch uns kleinen Kindern gegenüber wurde von den bösen Russen gesprochen, als hätten diese unser Land überfallen.

Ja – es waren viele Geflüchtete aus dem Osten hier gestrandet, und diese hatten Unsägliches hinter sich. Lew Kopelew, der den Einmarsch der Roten Armee in Ostpreußen miterlebte und Gräuel vergebens zu verhindern suchte, wurde noch im April 1945 verhaftet und wegen Mitleid mit dem Feind zu 10 Jahren Lager verurteilt. Viele Jahre später erschienen seine Erinnerungen Aufbewahren für alle Zeit – auch auf Deutsch. Über die mindestens 27 Mio Opfer in der damaligen Sowjetunion und über die deutschen Aggressoren, die damals mit Mord und Raub die bösen Russen, sowjetische Zivilisten überfielen, wurde in den 1950er Jahren, im zerbombten und dreckigen Pott kein einziges Wort verloren. Der Spieß wurde einfach umgedreht. Von der Blockade Leningrads erfuhr ich erst als Erwachsene, anno 1974, als Austauschstudentin vor Ort.

Exakt vor 10 Jahren wurde es jedoch möglich – herzlichen Dank der damaligen stell-vertretenden tatarischen Kulturministerin Frau Irada Ayupova! – mein dokumentarisches Antikriegsstück mit Schicksalen von Kriegskindern – sowjetischen, jüdischen, deutschen – in Kasan, der Hauptstadt von Tatarstan, zweisprachig auf die Bühne des dortigen Jugendtheaters zu bringen. Wir spielten 15 Vorstellungen und einige tausend Jugendliche im Saal verstummten und verstanden, dass Krieg furchtbar ist. Hier und heute will leider kein Theater das Stück umsetzen…

Wir Menschen brauchen Frieden und keine Aufrüstung für neue Kriege! Der gute alte Aischylos schrieb einst in seinem Stück Die Perser: Wahrheit ist das erste Opfer eines Krieges. Leider ist dies immer noch genauso aktuell wie damals. Pfui Teufel!

---

Jana Moava (Pseudonym) ist Journalistin, Dozentin und arbeitete für große Zeitungen als Korrespondentin.

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---

Sie sind noch nicht auf Nostr and wollen die volle Erfahrung machen (liken, kommentieren etc.)? Zappen können Sie den Autor auch ohne Nostr-Profil! Erstellen Sie sich einen Account auf Start. Weitere Onboarding-Leitfäden gibt es im Pareto-Wiki.

@ eb0157af:77ab6c55

A new Bitwise report reveals notable growth for institutional investments in bitcoin over the coming years.

According to the latest forecasts from asset management firm Bitwise, capital flows into Bitcoin could exceed $120 billion by the end of 2025, with projections reaching $300 billion the following year.

This growth is rooted in the rising interest from sovereign wealth funds, publicly traded companies, state treasuries, and institutional investment vehicles such as spot exchange-traded funds (ETFs). Analysts expect the number of companies holding bitcoin in their treasuries to double by the end of 2026.

Bitwise’s analysis highlights how Bitcoin is no longer seen solely as a speculative asset but is emerging as a serious contender for the role of global store of value.

The report notes that, according to its authors, global wealth is gradually moving away from traditional safe havens like gold and shifting toward Bitcoin.

Spot ETF boom

Spot Bitcoin ETFs in the United States have outperformed all expectations throughout 2024. These financial instruments have attracted over $36.2 billion in net inflows, surpassing by twenty times the early performance of SPDR Gold Shares (GLD), historically the most successful commodity ETF.

Source: Bitwise

In just twelve months, U.S. spot ETFs have accumulated $125 billion in assets under management (AUM). Bitwise projections suggest that annual inflows could reach $100 billion by 2027.

However, approximately $35 billion in capital remained on the sidelines in 2024 due to regulatory restrictions at financial institutions such as Morgan Stanley and Goldman Sachs.

States consider a bitcoin reserve

Bitwise’s analysis also highlights Bitcoin’s growing appeal beyond Wall Street. Publicly traded companies currently hold over 1.1 million BTC, worth more than $125 billion. Sovereign governments collectively own more than 500,000 BTC, with the United States, China, and the United Kingdom leading the rankings.

In its base scenario, Bitwise forecasts a modest reallocation of institutional and sovereign assets toward Bitcoin: 5% of government gold reserves and 0.5% of assets from major wealth management platforms. Even under these conservative assumptions, total bitcoin inflows could reach $420 billion over 2025-2026.

In a more optimistic scenario, with 10% of gold reserves and 1% of managed portfolios shifting to Bitcoin, inflows could exceed $920 billion, absorbing more than 9 million bitcoins — around 40% of the total supply.

The post Bitcoin attracts institutional investors: $300 billion expected by 2026, according to Bitwise appeared first on Atlas21.

@ 9e69e420:d12360c2

President Trump has intensified immigration enforcement, likening it to a wartime effort. Despite pouring resources into the U.S. Immigration and Customs Enforcement (ICE), arrest numbers are declining and falling short of goals. ICE fell from about 800 daily arrests in late January to fewer than 600 in early February.

Critics argue the administration is merely showcasing efforts with ineffectiveness, while Trump seeks billions more in funding to support his deportation agenda. Increased involvement from various federal agencies is intended to assist ICE, but many lack specific immigration training.

Challenges persist, as fewer immigrants are available for quick deportation due to a decline in illegal crossings. Local sheriffs are also pressured by rising demands to accommodate immigrants, which may strain resources further.

@ 4c48cf05:07f52b80

I believe that five years from now, access to artificial intelligence will be akin to what access to the Internet represents today. It will be the greatest differentiator between the haves and have nots. Unequal access to artificial intelligence will exacerbate societal inequalities and limit opportunities for those without access to it.

Back in April, the AI Index Steering Committee at the Institute for Human-Centered AI from Stanford University released The AI Index 2024 Annual Report.

Out of the extensive report (502 pages), I chose to focus on the chapter dedicated to Public Opinion. People involved with AI live in a bubble. We all know and understand AI and therefore assume that everyone else does. But, is that really the case once you step out of your regular circles in Seattle or Silicon Valley and hit Main Street?

Two thirds of global respondents have a good understanding of what AI is

The exact number is 67%. My gut feeling is that this number is way too high to be realistic. At the same time, 63% of respondents are aware of ChatGPT so maybe people are confounding AI with ChatGPT?

If so, there is so much more that they won't see coming.

This number is important because you need to see every other questions and response of the survey through the lens of a respondent who believes to have a good understanding of what AI is.

A majority are nervous about AI products and services

52% of global respondents are nervous about products and services that use AI. Leading the pack are Australians at 69% and the least worried are Japanise at 23%. U.S.A. is up there at the top at 63%.

Japan is truly an outlier, with most countries moving between 40% and 60%.

Personal data is the clear victim

Exaclty half of the respondents believe that AI companies will protect their personal data. And the other half believes they won't.

Expected benefits

Again a majority of people (57%) think that it will change how they do their jobs. As for impact on your life, top hitters are getting things done faster (54%) and more entertainment options (51%).

The last one is a head scratcher for me. Are people looking forward to AI generated movies?

Concerns

Remember the 57% that thought that AI will change how they do their jobs? Well, it looks like 37% of them expect to lose it. Whether or not this is what will happen, that is a very high number of people who have a direct incentive to oppose AI.

Other key concerns include:

• Misuse for nefarious purposes: 49%
• Violation of citizens' privacy: 45%

Conclusion

This is the first time I come across this report and I wil make sure to follow future annual reports to see how these trends evolve.

Overall, people are worried about AI. There are many things that could go wrong and people perceive that both jobs and privacy are on the line.

---

Full citation: Nestor Maslej, Loredana Fattorini, Raymond Perrault, Vanessa Parli, Anka Reuel, Erik Brynjolfsson, John Etchemendy, Katrina Ligett, Terah Lyons, James Manyika, Juan Carlos Niebles, Yoav Shoham, Russell Wald, and Jack Clark, “The AI Index 2024 Annual Report,” AI Index Steering Committee, Institute for Human-Centered AI, Stanford University, Stanford, CA, April 2024.

The AI Index 2024 Annual Report by Stanford University is licensed under Attribution-NoDerivatives 4.0 International.

@ cae03c48:2a7d6671

Bitcoin Magazine

GameStop Buys $513 Million Worth of Bitcoin

Video game retailer GameStop has purchased 4,710 Bitcoin worth approximately $513 million, marking another major corporate entry into Bitcoin treasury holdings as the trend of companies adding Bitcoin to their balance sheets accelerates in 2025.

The company announced the acquisition via X on Wednesday but did not disclose specific details about when the purchases were made or the average price paid per coin. The move follows GameStop’s March announcement of plans to pursue a Bitcoin treasury strategy, which included a $1.3 billion convertible senior notes offering to fund Bitcoin purchases.

BREAKING: GAMESTOP PURCHASED 4,710 #BITCOIN pic.twitter.com/fDH9ctZJVP

— Bitcoin Magazine (@BitcoinMagazine) May 28, 2025

GameStop’s Bitcoin acquisition represents a strategic shift in corporate treasury management, following the playbook established by companies like Strategy.

The purchase comes amid a surge in corporate Bitcoin adoption, with over 50 public companies announcing Bitcoin treasury programs in the first five months of 2025. Recent entrants include 21 Capital, Strive, H100 Group and more.

The announcement pushed GameStop’s shares up 4.4% in pre-market trading, while Bitcoin traded near $108,900. The company reported $4.78 billion in cash and marketable securities as of February 1, suggesting this Bitcoin investment represents approximately 10.7% of its liquid assets.

The move follows similar treasury diversification strategies by other major corporations, including Tesla’s $1.25 billion Bitcoin holding and recent announcements from Trump Media and Technology Group of plans to raise $2.5 billion for Bitcoin purchases.

At press time, Bitcoin trades at $108,900, down 0.68% over the past 24 hours, as the market processes this significant institutional development and its implications for broader corporate adoption of Bitcoin as a treasury asset.

This post GameStop Buys $513 Million Worth of Bitcoin first appeared on Bitcoin Magazine and is written by Vivek Sen.

@ fd208ee8:0fd927c1

E-cash are coupons or tokens for Bitcoin, or Bitcoin debt notes that the mint issues. The e-cash states, essentially, "IoU 2900 sats".

They're redeemable for Bitcoin on Lightning (hard money), and therefore can be used as cash (softer money), so long as the mint has a good reputation. That means that they're less fungible than Lightning because the e-cash from one mint can be more or less valuable than the e-cash from another. If a mint is buggy, offline, or disappears, then the e-cash is unreedemable.

It also means that e-cash is more anonymous than Lightning, and that the sender and receiver's wallets don't need to be online, to transact. Nutzaps now add the possibility of parking transactions one level farther out, on a relay. The same relays that cannot keep npub profiles and follow lists consistent will now do monetary transactions.

What we then have is * a transaction on a relay that triggers * a transaction on a mint that triggers * a transaction on Lightning that triggers * a transaction on Bitcoin.

Which means that every relay that stores the nuts is part of a wildcat banking system. Which is fine, but relay operators should consider whether they wish to carry the associated risks and liabilities. They should also be aware that they should implement the appropriate features in their relay, such as expiration tags (nuts rot after 2 weeks), and to make sure that only expired nuts are deleted.

There will be plenty of specialized relays for this, so don't feel pressured to join in, and research the topic carefully, for yourself.

https://github.com/nostr-protocol/nips/blob/master/60.md

@ 26769dac:498e333b

I am here too\ In the same space like you

In the same situation I'm in\ It's a matter of positioning

I cannot leave this place I'm in\ It was brought about\ By what's been happening

So please don't look at me\ For what I can or cannot do for you\ But look at what is happening for me\ And what is happening for you

Let's communicate\ Not orchestrate

Because there's something I wish to do\ And there's a place I wish to go to

And I'm sure that there is too\ In your heart a fire\ Known by only you

So let us listen, look and see\ For what's true for you\ And what's true for me

That we may act upon what's here\ In order for us both to take a step\ In the direction we wish to steer

@ 0fa80bd3:ea7325de

intro

The Russian state made me a Bitcoiner. In 1991, it devalued my grandmother's hard-earned savings. She worked tirelessly in the kitchen of a dining car on the Moscow–Warsaw route. Everything she had saved for my sister and me to attend university vanished overnight. This story is similar to what many experienced, including Wences Casares. The pain and injustice of that time became my first lessons about the fragility of systems and the value of genuine, incorruptible assets, forever changing my perception of money and my trust in government promises.

In 2014, I was living in Moscow, running a trading business, and frequently traveling to China. One day, I learned about the Cypriot banking crisis and the possibility of moving money through some strange thing called Bitcoin. At the time, I didn’t give it much thought. Returning to the idea six months later, as a business-oriented geek, I eagerly began studying the topic and soon dove into it seriously.

I spent half a year reading articles on a local online journal, BitNovosti, actively participating in discussions, and eventually joined the editorial team as a translator. That’s how I learned about whitepapers, decentralization, mining, cryptographic keys, and colored coins. About Satoshi Nakamoto, Silk Road, Mt. Gox, and BitcoinTalk. Over time, I befriended the journal’s owner and, leveraging my management experience, later became an editor. I was drawn to the crypto-anarchist stance and commitment to decentralization principles. We wrote about the economic, historical, and social preconditions for Bitcoin’s emergence, and it was during this time that I fully embraced the idea.

It got to the point where I sold my apartment and, during the market's downturn, bought 50 bitcoins, just after the peak price of $1,200 per coin. That marked the beginning of my first crypto winter. As an editor, I organized workflows, managed translators, developed a YouTube channel, and attended conferences in Russia and Ukraine. That’s how I learned about Wences Casares and even wrote a piece about him. I also met Mikhail Chobanyan (Ukrainian exchange Kuna), Alexander Ivanov (Waves project), Konstantin Lomashuk (Lido project), and, of course, Vitalik Buterin. It was a time of complete immersion, 24/7, and boundless hope.

After moving to the United States, I expected the industry to grow rapidly, attended events, but the introduction of BitLicense froze the industry for eight years. By 2017, it became clear that the industry was shifting toward gambling and creating tokens for the sake of tokens. I dismissed this idea as unsustainable. Then came a new crypto spring with the hype around beautiful NFTs – CryptoPunks and apes.

I made another attempt – we worked on a series called Digital Nomad Country Club, aimed at creating a global project. The proceeds from selling images were intended to fund the development of business tools for people worldwide. However, internal disagreements within the team prevented us from completing the project.

With Trump’s arrival in 2025, hope was reignited. I decided that it was time to create a project that society desperately needed. As someone passionate about history, I understood that destroying what exists was not the solution, but leaving everything as it was also felt unacceptable. You can’t destroy the system, as the fiery crypto-anarchist voices claimed.

With an analytical mindset (IQ 130) and a deep understanding of the freest societies, I realized what was missing—not only in Russia or the United States but globally—a Bitcoin-native system for tracking debts and financial interactions. This could return control of money to ordinary people and create horizontal connections parallel to state systems. My goal was to create, if not a Bitcoin killer app, then at least to lay its foundation.

At the inauguration event in New York, I rediscovered the Nostr project. I realized it was not only technologically simple and already quite popular but also perfectly aligned with my vision. For the past month and a half, using insights and experience gained since 2014, I’ve been working full-time on this project.

@ 000002de:c05780a7

With all the free press Steak `n Shake is getting for accepting bitcoin this post got me thinking about good burgers at fast food chains. There are incredible non-fast food burgers and local places but I'm limiting this to chains.

In order if you are going for a chain fast food American burgers here's the list in order.

1. In-n-Out
2. Shake Shack
3. Habit Burger & Grill
4. Five Guys

Everything else is not worth mentioning or I'm not aware of it due to where I live and have traveled.

What's your list.

Bonus:

Which of these or you picks will be next in accepting bitcoin.

https://stacker.news/items/991559

@ dc4cd086:cee77c06

Have you ever wanted to learn from lengthy educational videos but found it challenging to navigate through hours of content? Our new tool addresses this problem by transforming long-form video lectures into easily digestible, searchable content.

Key Features:

Video Processing:

• Automatically downloads YouTube videos, transcripts, and chapter information
• Splits transcripts into sections based on video chapters

Content Summarization:

• Utilizes language models to transform spoken content into clear, readable text
• Formats output in AsciiDoc for improved readability and navigation
• Highlights key terms and concepts with [[term]] notation for potential cross-referencing

Diagram Extraction:

• Analyzes video entropy to identify static diagram/slide sections
• Provides a user-friendly GUI for manual selection of relevant time ranges
• Allows users to pick representative frames from selected ranges

Going Forward:

Currently undergoing a rewrite to improve organization and functionality, but you are welcome to try the current version, though it might not work on every machine. Will support multiple open and closed language models for user choice Free and open-source, allowing for personal customization and integration with various knowledge bases. Just because we might not have it on our official Alexandria knowledge base, you are still welcome to use it on you own personal or community knowledge bases! We want to help find connections between ideas that exist across relays, allowing individuals and groups to mix and match knowledge bases between each other, allowing for any degree of openness you care.

While designed with #Alexandria users in mind, it's available for anyone to use and adapt to their own learning needs.

Screenshots

Frame Selection

This is a screenshot of the frame selection interface. You'll see a signal that represents frame entropy over time. The vertical lines indicate the start and end of a chapter. Within these chapters you can select the frames by clicking and dragging the mouse over the desired range where you think diagram is in that chapter. At the bottom is an option that tells the program to select a specific number of frames from that selection.

Diagram Extraction

This is a screenshot of the diagram extraction interface. For every selection you've made, there will be a set of frames that you can choose from. You can select and deselect as many frames as you'd like to save.

Links

• repo: https://github.com/limina1/video_article_converter
• Nostr Apps 101: https://www.youtube.com/watch?v=Flxa_jkErqE

Output

And now, we have a demonstration of the final result of this tool, with some quick cleaning up. The video we will be using this tool on is titled Nostr Apps 101 by nostr:npub1nxy4qpqnld6kmpphjykvx2lqwvxmuxluddwjamm4nc29ds3elyzsm5avr7 during Nostrasia. The following thread is an analog to the modular articles we are constructing for Alexandria, and I hope it conveys the functionality we want to create in the knowledge space. Note, this tool is the first step! You could use a different prompt that is most appropriate for the specific context of the transcript you are working with, but you can also manually clean up any discrepancies that don't portray the video accurately.

nostr:nevent1qvzqqqqqqypzp5r5hd579v2sszvvzfel677c8dxgxm3skl773sujlsuft64c44ncqy2hwumn8ghj7un9d3shjtnyv9kh2uewd9hj7qgwwaehxw309ahx7uewd3hkctcpzemhxue69uhhyetvv9ujumt0wd68ytnsw43z7qghwaehxw309aex2mrp0yhxummnw3ezucnpdejz7qgewaehxw309aex2mrp0yh8xmn0wf6zuum0vd5kzmp0qqsxunmjy20mvlq37vnrcshkf6sdrtkfjtjz3anuetmcuv8jswhezgc7hglpn

Or view on Coracle nostr:nevent1qqsxunmjy20mvlq37vnrcshkf6sdrtkfjtjz3anuetmcuv8jswhezgcppemhxue69uhkummn9ekx7mp0qgsdqa9md83tz5yqnrqjw07hhkpmfjpkuv9hlh5v8yhu8z274w9dv7qnnq0s3

@ e3ba5e1a:5e433365

My favorite line in any Marvel movie ever is in “Captain America.” After Captain America launches seemingly a hopeless assault on Red Skull’s base and is captured, we get this line:

“Arrogance may not be a uniquely American trait, but I must say, you do it better than anyone.”

Yesterday, I came across a comment on the song Devil Went Down to Georgia that had a very similar feel to it:

America has seemingly always been arrogant, in a uniquely American way. Manifest Destiny, for instance. The rest of the world is aware of this arrogance, and mocks Americans for it. A central point in modern US politics is the deriding of racist, nationalist, supremacist Americans.

That’s not what I see. I see American Arrogance as not only a beautiful statement about what it means to be American. I see it as an ode to the greatness of humanity in its purest form.

For most countries, saying “our nation is the greatest” is, in fact, twinged with some level of racism. I still don’t have a problem with it. Every group of people should be allowed to feel pride in their accomplishments. The destruction of the human spirit since the end of World War 2, where greatness has become a sin and weakness a virtue, has crushed the ability of people worldwide to strive for excellence.

But I digress. The fears of racism and nationalism at least have a grain of truth when applied to other nations on the planet. But not to America.

That’s because the definition of America, and the prototype of an American, has nothing to do with race. The definition of Americanism is freedom. The founding of America is based purely on liberty. On the God-given rights of every person to live life the way they see fit.

American Arrogance is not a statement of racial superiority. It’s barely a statement of national superiority (though it absolutely is). To me, when an American comments on the greatness of America, it’s a statement about freedom. Freedom will always unlock the greatness inherent in any group of people. Americans are definitionally better than everyone else, because Americans are freer than everyone else. (Or, at least, that’s how it should be.)

In Devil Went Down to Georgia, Johnny is approached by the devil himself. He is challenged to a ridiculously lopsided bet: a golden fiddle versus his immortal soul. He acknowledges the sin in accepting such a proposal. And yet he says, “God, I know you told me not to do this. But I can’t stand the affront to my honor. I am the greatest. The devil has nothing on me. So God, I’m gonna sin, but I’m also gonna win.”

Libertas magnitudo est