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Im Rahmen unseres Workshops möchte ich auf zwei inspirierende Beiträge von Frau Schütze hinweisen und dich einladen, deren Ansätze für die religionsbezogene Bildung weiterzudenken. Die beiden Ausgangspunkte sind:

1. Werkstattbericht: KI-Bilder im Ethik/Philosophie-Unterricht\ In diesem Beitrag beschreibt Frau Schütze, wie sie mithilfe verschiedener KI-Modelle (Midjourney, DALL·E, Ideogram.ai) Bilder generiert, um Schülerinnen und Schüler zum Nachdenken über philosophische und ethische Theorien anzuregen. So wurden zum Beispiel KI-Bilder erstellt, die eine Glückstheorie illustrieren, oder symbolische Darstellungen zum ontologischen und kosmologischen Gottesbeweis (etwa das „größte denkbare Wesen“ bzw. den Laplaceschen Dämon). Dabei erfahren die Lernenden nicht nur einen visuellen Zugang zu abstrakten Gedankenexperimenten, sondern reflektieren zugleich die Grenzen und Tücken von KI-gestützter Bildbeschreibung und -verarbeitung.\ https://frauschuetze.de/?p=7946

2. Rollenkarten Moralphilosophie / angewandte Ethik\ Hier stellt Frau Schütze Rollenkarten vor, die sie für den Oberstufenunterricht entwickelt hat, um Diskussionen zur angewandten Ethik zu strukturieren. Die Karten enthalten Porträts wichtiger Moralphilosophinnen (z. B. Diogenes, Spaemann) und weitere Rollen wie Hinterfragerinnen oder Zweifler*innen, die sich schnell in Fallanalysen, Fishbowl-Formate oder Philosophencafés einbringen lassen. Die Porträts wurden ebenfalls mit Midjourney erstellt, wobei die Prompts konkret beschreiben, wie die Figuren dargestellt werden sollen (z. B. „xxx as a character in a fantasy story, portrait“).\ https://frauschuetze.de/?p=7640

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Übertragung auf die religionsbezogene Bildung

Für religionsbezogene Bildungsszenarien eröffnen sich hier viele spannende Möglichkeiten. Im Folgenden findest du ein paar Ideenimpulse, wie du KI-Bilder und Rollenkarten gezielt einsetzen kannst, um religiöse Fragen, Traditionen und Identitäten in den Mittelpunkt zu rücken:

1. KI-Bilder zur Visualisierung religiöser Konzepte

2. Symbolik und Ikonographie erschließen\ Nutze KI-Modelle, um die Symbolwelten verschiedener Religionen (z. B. Christentum, Islam, Buddhismus, Hinduismus) visuell zu erkunden. Überlege: Wie lässt sich das Kreuz in unterschiedlichen Stilrichtungen (klassisch, modern, abstrakt) darstellen? Welche Bildwelten entstehen, wenn du nach einer fusionierten Ikonographie fragst, die christliche, buddhistische und indigene Symbole kombiniert? Durch den kreativen Prozess mit KI lernst du, welche Metaphern und Traditionen hinter religiösen Zeichen stehen und wie sie – bewusst oder unbewusst – von Algorithmen interpretiert werden. Dabei kannst du auch die Grenzen von KI thematisieren: Welche Vorurteile oder Fehldeutungen schleichen sich in die Bildgenerierung ein, wenn religiöse Themen verarbeitet werden?

3. Gedankenexperimente zu Gott und Transzendenz\ Analog zu den KI-Bildern für Gottesbeweise könntest du Aufgaben stellen wie:

   1. „Erstelle ein KI-Bild, das die Idee von Theodizee visuell darstellt.“

   2. „Lass die KI eine Szene generieren, in der gläubige und atheistische Perspektiven im Dialog stehen.“\ Anschließend diskutierst du mit der Gruppe, inwiefern die Bilder die jeweiligen Konzepte treffend abbilden oder eher stereotyp und eindimensional bleiben. Auf diese Weise vermittelst du nicht nur Content-Wissen, sondern entwickel auch die Medienkompetenz, indem du Fragen nach Intention, Deutungshoheit und algorithmischer Verzerrung aufwirfst.

4. Rollenkarten für religiöse Perspektiven und Diskussionsformate

5. Personen aus religiösen Traditionen als Rollen\ Statt ausschließlich Moralphilosophinnen zu berücksichtigen, kannst du Rollenkarten mit Porträts von Religionsstifterinnen (z. B. Jesus von Nazareth, Maria, Mohammed, Buddha, Krishna), Reformern (Martin Luther, Savonarola) oder zeitgenössischen Theolog*innen (z. B. Dorothee Sölle) gestalten. Die KI-gestützten Bilder können dabei in unterschiedlichen künstlerischen Stilrichtungen entstehen – von historischer Malerei bis hin zu zeitgenössischer Street-Art-Adaption. Jede Rolle enthält einen kurzen Steckbrief mit zentralen Glaubensvorstellungen, biografischen Eckpunkten und einem charakteristischen Argument oder Zitat. So kannst du die Lernenden in Rollendebatten schicken, etwa:

   • „Wie würde Luther heute auf die Klimakrise blicken?“

   • „Welche theologische Argumentation könnte Dorothee Sölle zum Thema Gewaltlosigkeit einbringen?“

6. Szenarien für kontroverse Debatten

   1. Religiöse Vielfalt versus Säkularismus\ Verteilt Karten, in denen Rollen wie „konservativer Christ“, „liberaler Muslim“, „selbstbewusste/r Konfessionslose/r“, „Theologieprofessor/in“ oder „politische/r Aktivist/in“ eingenommen werden. Die KI-Porträts unterstützen die Visualisierung, verleihen den Rollen ein Gesicht und erleichtern das Einfühlen in andere Perspektiven.

7. Interaktive Formate im Religionsunterricht

8. Glaubenscafé (analog zum Philosophencafé)\ In Kleingruppen diskutiert ihr verschiedene Glaubenspositionen. KI-Bilder dienen als Ausgangspunkt: Ein Bild, das etwa die Drei-Tage-Phase von Tod und Auferstehung Jesu künstlerisch darstellt, oder ein generiertes Motiv zu einem hinduistischen Fest (z. B. Holi), wird an die Wand projiziert. Anschließend reflektiert ihr gemeinsam: Welche Emotionen, Symbole, Bedeutungen nehmt ihr wahr? Danach schlüpft ihr in Rollenkarten (z. B. theologische/r Fachreferent/in, Religionskritiker/in, Gemeindemitglied) und erarbeitet Positionen, die ihr in einem moderierten Glaubenscafé präsentiert.

9. Fishbowl-Diskussionen\ Nutzt Rollenkarten zu religionsspezifischen Rollen (z. B. Rabbiner/in, Pfarrerin, Atheist/in, Kleriker/in einer traditionellen Religion, spirituelle/r Influencer/in) für eine Fishbowl-Diskussion zum Thema „Sinnsuche in der Postmoderne“. Die KI-Bilder dienen zu Beginn als visuelle Reize: „Welche Elemente im Bild sprechen für Spiritualität, welche eher für Skepsis?“ So wird die Distanz zwischen digitaler Darstellung und gelebter religiöser Erfahrung erlebbar.

10. Methodische Hinweise und Reflexion

11. Prompt-Kompetenz schulen\ Wie schon im Ethikunterricht festgestellt, erfordert das präzise Beschreiben von Bildwünschen viel Übung. Die Lernenden lernen, welche Schlüsselbegriffe notwendig sind und wie kulturelle Vorannahmen in Prompts stecken bleiben. Im religionspädagogischen Kontext könnt ihr dies gezielt thematisieren: Wie formuliert man z. B. den Prompt „Stelle eine friedvolle interreligiöse Konferenz zwischen Christentum, Islam und Judentum dar“ so, dass keine Stereotype reproduziert werden?

12. Ethik des Bilderzeugens\ Diskutiert gemeinsam, inwiefern KI-Bilder beim Umgang mit heiklen religiösen Themen (z. B. Darstellungen des Propheten Mohammed im Islam) kulturelle oder religiöse Grenzen überschreiten können. Legt zusammen ethische Leitlinien fest, bevor ihr KI zur Bildproduktion nutzt: Welche religiösen Bilder sind "sakrosankt", welche dürfen manipuliert werden und was bedeutet das für Religionsfreiheit und Respekt?

13. Reflexion über Urheberrecht und OER\ Wie Frau Schütze in den Rollenkarten-Anleitungen betont, sind ihre Materialien unter CC-BY-Lizenz verfügbar. Erörtert, was es bedeutet, religiöse Bild- und Textmaterialien unter Open-Content-Lizenzen zu verwenden und welche Implikationen das für Schule, Gemeinde und Zivilgesellschaft hat. Das sensibilisiert für Fragen von Teilhabe und Gemeineigentum im digitalen Raum.

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Einladung zum Weiterdenken

Ich lade dich herzlich ein, die vorgestellten Methoden und Materialien in eigenen Projekten auszuprobieren und weiterzuentwickeln. Diskutiere in Kleingruppen oder in einer offenen Runde:

• Welche religiösen Themen lassen sich besonders gut mit KI-Bildern visualisieren?\ Beispiele: Zehn Gebote, Fastenrituale, Schöpfungsmythen, Visionen von Heiligen oder Heiligenschauen. Welche Prompts würdest du verwenden, um diese Szenen zu erzeugen?

• Wie könnten Rollenkarten zu spezifischen religiösen Traditionen aussehen?\ Entwickle gemeinsam mit anderen kurze Steckbriefe und Bildprompts für Rollen wie „Sufi-Derwisch“, „Gottesleugner/in der Aufklärung“, „Ökumenische/r Pastor/in“, „Religionspädagog*in“, „Katholischer Laienbruder“ oder „Jüdische Rabbinerin“. Achte dabei auf unterschiedliche religiöse Sichtweisen und Geschlechterperspektiven.

• Welche Herausforderungen ergeben sich beim Einsatz von KI-Bildern im Religionsunterricht?\ Erörtert mögliche Missverständnisse, kulturelle Fehlinterpretationen oder ethische Konflikte (z. B. pietätslose Darstellungen von Figuren, die in bestimmten Glaubensgemeinschaften als heilig gelten). Entwickelt gemeinsam Kriterien oder einen Leitfaden, um solche Risiken zu minimieren.

• Wie lassen sich interreligiöse Dialoge durch digitale Methoden fördern?\ Gebt Impulse, wie man mit KI-Bildern und Rollenkarten einen „virtuellen Tempelraum“ gestalten kann, in dem Symbole unterschiedlicher Religionen nebeneinanderstehen und zu Dialog anregen. Welche Fragen stellen sich dabei hinsichtlich Toleranz, Respekt und theologischer Pluralität?

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Zusammenfassung und Ausblick

Die beiden Beiträge von Frau Schütze bieten hervorragende Grundlagen, um im religionsbezogenen Unterricht visuelle und interaktive Zugänge zu schaffen. Durch KI-Bilder gewinnen die Teilnehmenden neue Zugänge zu Symbolik, Theodizee und Gottesvorstellungen, während Rollenkarten Dialogkompetenz und Empathie für unterschiedliche religiöse Perspektiven stärken. Diese Ideenimpulse sollen dich ermutigen, die Methoden selbst zu erproben und weiterzuentwickeln. Im digitalen Zeitalter können wir so das gemeinsame Lernen und interkulturelle Verständnis gerade im sensiblen Feld der Religionsbildung bereichern.

Ich freue mich auf deine kreativen Umsetzungen und den Austausch über Erfahrungen, Herausforderungen und Fortschritte in diesem spannenden Feld!Antworte gerne auf diesen Beitrag und kommentiere mit deinen Gedanken und Assoziationen oder poste selbst etwas als Impuls, das andere anregt und weiterverwendet werden darf mit dem Hashtag #relilab.\ \ Template: Avery Re https://opengameart.org/content/trading-card-template unter der Lizenz CC-by https://creativecommons.org/licenses/by/4.0/deed.de / Einige Texte und Bezeichnungen von Frank Schlegel https://digitaldurstig.de/rollenkarten/ unter der Lizenz CC-by-SA 4.0, https://creativecommons.org/licenses/by-sa/4.0/deed.de\ Lizenz: cc-by-sa 4.0 / frauschuetze.de / Juli 2023

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In the Name of Allah, the Most Gracious, the Most Merciful,

"Permission to fight (against disbelievers) is given to those (believers) who are fought against, because they have been wronged and surely, Allah is Able to give them (believers) victory" [Quran 22:39]

"Those who believe, fight in the Cause of Allah, and those who disbelieve, fight in the cause of Taghut (anything worshipped other than Allah e.g. Satan). So fight you against the friends of Satan; ever feeble is indeed the plot of Satan."[Quran 4:76]

Some American writers have published articles under the title 'On what basis are we fighting?' These articles have generated a number of responses, some of which adhered to the truth and were based on Islamic Law, and others which have not. Here we wanted to outline the truth - as an explanation and warning - hoping for Allah's reward, seeking success and support from Him.

While seeking Allah's help, we form our reply based on two questions directed at the Americans:

(Q1) Why are we fighting and opposing you?\ (Q2) What are we calling you to, and what do we want from you?

As for the first question: Why are we fighting and opposing you? The answer is very simple:

(1) Because you attacked us and continue to attack us.

a) You attacked us in Palestine:

(i) Palestine, which has sunk under military occupation for more than 80 years. The British handed over Palestine, with your help and your support, to the Jews, who have occupied it for more than 50 years; years overflowing with oppression, tyranny, crimes, killing, expulsion, destruction and devastation. The creation and continuation of Israel is one of the greatest crimes, and you are the leaders of its criminals. And of course there is no need to explain and prove the degree of American support for Israel. The creation of Israel is a crime which must be erased. Each and every person whose hands have become polluted in the contribution towards this crime must pay its*price, and pay for it heavily.

(ii) It brings us both laughter and tears to see that you have not yet tired of repeating your fabricated lies that the Jews have a historical right to Palestine, as it was promised to them in the Torah. Anyone who disputes with them on this alleged fact is accused of anti-semitism. This is one of the most fallacious, widely-circulated fabrications in history. The people of Palestine are pure Arabs and original Semites. It is the Muslims who are the inheritors of Moses (peace be upon him) and the inheritors of the real Torah that has not been changed. Muslims believe in all of the Prophets, including Abraham, Moses, Jesus and Muhammad, peace and blessings of Allah be upon them all. If the followers of Moses have been promised a right to Palestine in the Torah, then the Muslims are the most worthy nation of this.

When the Muslims conquered Palestine and drove out the Romans, Palestine and Jerusalem returned to Islaam, the religion of all the Prophets peace be upon them. Therefore, the call to a historical right to Palestine cannot be raised against the Islamic Ummah that believes in all the Prophets of Allah (peace and blessings be upon them) - and we make no distinction between them.

(iii) The blood pouring out of Palestine must be equally revenged. You must know that the Palestinians do not cry alone; their women are not widowed alone; their sons are not orphaned alone.

(b) You attacked us in Somalia; you supported the Russian atrocities against us in Chechnya, the Indian oppression against us in Kashmir, and the Jewish aggression against us in Lebanon.

(c) Under your supervision, consent and orders, the governments of our countries which act as your agents, attack us on a daily basis;

(i) These governments prevent our people from establishing the Islamic Shariah, using violence and lies to do so.

(ii) These governments give us a taste of humiliation, and places us in a large prison of fear and subdual.

(iii) These governments steal our Ummah's wealth and sell them to you at a paltry price.

(iv) These governments have surrendered to the Jews, and handed them most of Palestine, acknowledging the existence of their state over the dismembered limbs of their own people.

(v) The removal of these governments is an obligation upon us, and a necessary step to free the Ummah, to make the Shariah the supreme law and to regain Palestine. And our fight against these governments is not separate from out fight against you.

(d) You steal our wealth and oil at paltry prices because of you international influence and military threats. This theft is indeed the biggest theft ever witnessed by mankind in the history of the world.

(e) Your forces occupy our countries; you spread your military bases throughout them; you corrupt our lands, and you besiege our sanctities, to protect the security of the Jews and to ensure the continuity of your pillage of our treasures.

(f) You have starved the Muslims of Iraq, where children die every day. It is a wonder that more than 1.5 million Iraqi children have died as a result of your sanctions, and you did not show concern. Yet when 3000 of your people died, the entire world rises and has not yet sat down.

(g) You have supported the Jews in their idea that Jerusalem is their eternal capital, and agreed to move your embassy there. With your help and under your protection, the Israelis are planning to destroy the Al-Aqsa mosque. Under the protection of your weapons, Sharon entered the Al-Aqsa mosque, to pollute it as a preparation to capture and destroy it.

(2) These tragedies and calamities are only a few examples of your oppression and aggression against us. It is commanded by our religion and intellect that the oppressed have a right to return the aggression. Do not await anything from us but Jihad, resistance and revenge. Is it in any way rational to expect that after America has attacked us for more than half a century, that we will then leave her to live in security and peace?!!

(3) You may then dispute that all the above does not justify aggression against civilians, for crimes they did not commit and offenses in which they did not partake:

(a) This argument contradicts your continuous repetition that America is the land of freedom, and its leaders in this world. Therefore, the American people are the ones who choose their government by way of their own free will; a choice which stems from their agreement to its policies. Thus the American people have chosen, consented to, and affirmed their support for the Israeli oppression of the Palestinians, the occupation and usurpation of their land, and its continuous killing, torture, punishment and expulsion of the Palestinians. The American people have the ability and choice to refuse the policies of their Government and even to change it if they want.

(b) The American people are the ones who pay the taxes which fund the planes that bomb us in Afghanistan, the tanks that strike and destroy our homes in Palestine, the armies which occupy our lands in the Arabian Gulf, and the fleets which ensure the blockade of Iraq. These tax dollars are given to Israel for it to continue to attack us and penetrate our lands. So the American people are the ones who fund the attacks against us, and they are the ones who oversee the expenditure of these monies in the way they wish, through their elected candidates.

(c) Also the American army is part of the American people. It is this very same people who are shamelessly helping the Jews fight against us.

(d) The American people are the ones who employ both their men and their women in the American Forces which attack us.

(e) This is why the American people cannot be not innocent of all the crimes committed by the Americans and Jews against us.

(f) Allah, the Almighty, legislated the permission and the option to take revenge. Thus, if we are attacked, then we have the right to attack back. Whoever has destroyed our villages and towns, then we have the right to destroy their villages and towns. Whoever has stolen our wealth, then we have the right to destroy their economy. And whoever has killed our civilians, then we have the right to kill theirs.

The American Government and press still refuses to answer the question:

Why did they attack us in New York and Washington?

If Sharon is a man of peace in the eyes of Bush, then we are also men of peace!!! America does not understand the language of manners and principles, so we are addressing it using the language it understands.

(Q2) As for the second question that we want to answer: What are we calling you to, and what do we want from you?

(1) The first thing that we are calling you to is Islam.

(a) The religion of the Unification of God; of freedom from associating partners with Him, and rejection of this; of complete love of Him, the Exalted; of complete submission to His Laws; and of the discarding of all the opinions, orders, theories and religions which contradict with the religion He sent down to His Prophet Muhammad (peace be upon him). Islam is the religion of all the prophets, and makes no distinction between them - peace be upon them all.

It is to this religion that we call you; the seal of all the previous religions. It is the religion of Unification of God, sincerity, the best of manners, righteousness, mercy, honour, purity, and piety. It is the religion of showing kindness to others, establishing justice between them, granting them their rights, and defending the oppressed and the persecuted. It is the religion of enjoining the good and forbidding the evil with the hand, tongue and heart. It is the religion of Jihad in the way of Allah so that Allah's Word and religion reign Supreme. And it is the religion of unity and agreement on the obedience to Allah, and total equality between all people, without regarding their colour, sex, or language.

(b) It is the religion whose book - the Quran - will remained preserved and unchanged, after the other Divine books and messages have been changed. The Quran is the miracle until the Day of Judgment. Allah has challenged anyone to bring a book like the Quran or even ten verses like it.

(2) The second thing we call you to, is to stop your oppression, lies, immorality and debauchery that has spread among you.

(a) We call you to be a people of manners, principles, honour, and purity; to reject the immoral acts of fornication, homosexuality, intoxicants, gambling's, and trading with interest.

We call you to all of this that you may be freed from that which you have become caught up in; that you may be freed from the deceptive lies that you are a great nation, that your leaders spread amongst you to conceal from you the despicable state to which you have reached.

(b) It is saddening to tell you that you are the worst civilization witnessed by the history of mankind:

(i) You are the nation who, rather than ruling by the Shariah of Allah in its Constitution and Laws, choose to invent your own laws as you will and desire. You separate religion from your policies, contradicting the pure nature which affirms Absolute Authority to the Lord and your Creator. You flee from the embarrassing question posed to you: How is it possible for Allah the Almighty to create His creation, grant them power over all the creatures and land, grant them all the amenities of life, and then deny them that which they are most in need of: knowledge of the laws which govern their lives?

(ii) You are the nation that permits Usury, which has been forbidden by all the religions. Yet you build your economy and investments on Usury. As a result of this, in all its different forms and guises, the Jews have taken control of your economy, through which they have then taken control of your media, and now control all aspects of your life making you their servants and achieving their aims at your expense; precisely what Benjamin Franklin warned you against.

(iii) You are a nation that permits the production, trading and usage of intoxicants. You also permit drugs, and only forbid the trade of them, even though your nation is the largest consumer of them.

(iv) You are a nation that permits acts of immorality, and you consider them to be pillars of personal freedom. You have continued to sink down this abyss from level to level until incest has spread amongst you, in the face of which neither your sense of honour nor your laws object.

Who can forget your President Clinton's immoral acts committed in the official Oval office? After that you did not even bring him to account, other than that he 'made a mistake', after which everything passed with no punishment. Is there a worse kind of event for which your name will go down in history and remembered by nations?

(v) You are a nation that permits gambling in its all forms. The companies practice this as well, resulting in the investments becoming active and the criminals becoming rich.

(vi) You are a nation that exploits women like consumer products or advertising tools calling upon customers to purchase them. You use women to serve passengers, visitors, and strangers to increase your profit margins. You then rant that you support the liberation of women.

(vii) You are a nation that practices the trade of sex in all its forms, directly and indirectly. Giant corporations and establishments are established on this, under the name of art, entertainment, tourism and freedom, and other deceptive names you attribute to it.

(viii) And because of all this, you have been described in history as a nation that spreads diseases that were unknown to man in the past. Go ahead and boast to the nations of man, that you brought them AIDS as a Satanic American Invention.

(xi) You have destroyed nature with your industrial waste and gases more than any other nation in history. Despite this, you refuse to sign the Kyoto agreement so that you can secure the profit of your greedy companies and*industries.

(x) Your law is the law of the rich and wealthy people, who hold sway in their political parties, and fund their election campaigns with their gifts. Behind them stand the Jews, who control your policies, media and economy.

(xi) That which you are singled out for in the history of mankind, is that you have used your force to destroy mankind more than any other nation in history; not to defend principles and values, but to hasten to secure your interests and profits. You who dropped a nuclear bomb on Japan, even though Japan was ready to negotiate an end to the war. How many acts of oppression, tyranny and injustice have you carried out, O callers to freedom?

(xii) Let us not forget one of your major characteristics: your duality in both manners and values; your hypocrisy in manners and principles. All*manners, principles and values have two scales: one for you and one for the others.

(a)The freedom and democracy that you call to is for yourselves and for white race only; as for the rest of the world, you impose upon them your monstrous, destructive policies and Governments, which you call the 'American friends'. Yet you prevent them from establishing democracies. When the Islamic party in Algeria wanted to practice democracy and they won the election, you unleashed your agents in the Algerian army onto them, and to attack them with tanks and guns, to imprison them and torture them - a new lesson from the 'American book of democracy'!!!

(b)Your policy on prohibiting and forcibly removing weapons of mass destruction to ensure world peace: it only applies to those countries which you do not permit to possess such weapons. As for the countries you consent to, such as Israel, then they are allowed to keep and use such weapons to defend their security. Anyone else who you suspect might be manufacturing or keeping these kinds of weapons, you call them criminals and you take military action against them.

(c)You are the last ones to respect the resolutions and policies of International Law, yet you claim to want to selectively punish anyone else who does the same. Israel has for more than 50 years been pushing UN resolutions and rules against the wall with the full support of America.

(d)As for the war criminals which you censure and form criminal courts for - you shamelessly ask that your own are granted immunity!! However, history will not forget the war crimes that you committed against the Muslims and the rest of the world; those you have killed in Japan, Afghanistan, Somalia, Lebanon and Iraq will remain a shame that you will never be able to escape. It will suffice to remind you of your latest war crimes in Afghanistan, in which densely populated innocent civilian villages were destroyed, bombs were dropped on mosques causing the roof of the mosque to come crashing down on the heads of the Muslims praying inside. You are the ones who broke the agreement with the Mujahideen when they left Qunduz, bombing them in Jangi fort, and killing more than 1,000 of your prisoners through suffocation and thirst. Allah alone knows how many people have died by torture at the hands of you and your agents. Your planes remain in the Afghan skies, looking for anyone remotely suspicious.

(e)You have claimed to be the vanguards of Human Rights, and your Ministry of Foreign affairs issues annual reports containing statistics of those countries that violate any Human Rights. However, all these things vanished when the Mujahideen hit you, and you then implemented the methods of the same documented governments that you used to curse. In America, you captured thousands the Muslims and Arabs, took them into custody with neither reason, court trial, nor even disclosing their names. You issued newer, harsher laws.

What happens in Guatanamo is a historical embarrassment to America and its values, and it screams into your faces - you hypocrites, "What is the value of your signature on any agreement or treaty?"

(3) What we call you to thirdly is to take an honest stance with yourselves - and I doubt you will do so - to discover that you are a nation without principles or manners, and that the values and principles to you are something which you merely demand from others, not that which you yourself must adhere to.

(4) We also advise you to stop supporting Israel, and to end your support of the Indians in Kashmir, the Russians against the Chechens and to also cease supporting the Manila Government against the Muslims in Southern Philippines.

(5) We also advise you to pack your luggage and get out of our lands. We desire for your goodness, guidance, and righteousness, so do not force us to send you back as cargo in coffins.

(6) Sixthly, we call upon you to end your support of the corrupt leaders in our countries. Do not interfere in our politics and method of education. Leave us alone, or else expect us in New York and Washington.

(7) We also call you to deal with us and interact with us on the basis of mutual interests and benefits, rather than the policies of sub dual, theft and occupation, and not to continue your policy of supporting the Jews because this will result in more disasters for you.

If you fail to respond to all these conditions, then prepare for fight with the Islamic Nation. The Nation of Monotheism, that puts complete trust on Allah and fears none other than Him. The Nation which is addressed by its Quran with the words: "Do you fear them? Allah has more right that you should fear Him if you are believers. Fight against them so that Allah will punish them by your hands and disgrace them and give you victory over them and heal the breasts of believing people. And remove the anger of their (believers') hearts. Allah accepts the repentance of whom He wills. Allah is All-Knowing, All-Wise." [Quran9:13-1]

The Nation of honour and respect:

"But honour, power and glory belong to Allah, and to His Messenger (Muhammad- peace be upon him) and to the believers." [Quran 63:8]

"So do not become weak (against your enemy), nor be sad, and you will be*superior ( in victory )if you are indeed (true) believers" [Quran 3:139]

The Nation of Martyrdom; the Nation that desires death more than you desire life:

"Think not of those who are killed in the way of Allah as dead. Nay, they are alive with their Lord, and they are being provided for. They rejoice in what Allah has bestowed upon them from His bounty and rejoice for the sake of those who have not yet joined them, but are left behind (not yet martyred) that on them no fear shall come, nor shall they grieve. They rejoice in a grace and a bounty from Allah, and that Allah will not waste the reward of the believers." [Quran 3:169-171]

The Nation of victory and success that Allah has promised:

"It is He Who has sent His Messenger (Muhammad peace be upon him) with guidance and the religion of truth (Islam), to make it victorious over all other religions even though the Polytheists hate it." [Quran 61:9]

"Allah has decreed that 'Verily it is I and My Messengers who shall be victorious.' Verily Allah is All-Powerful, All-Mighty." [Quran 58:21]

The Islamic Nation that was able to dismiss and destroy the previous evil Empires like yourself; the Nation that rejects your attacks, wishes to remove your evils, and is prepared to fight you. You are well aware that the Islamic Nation, from the very core of its soul, despises your haughtiness and arrogance.

If the Americans refuse to listen to our advice and the goodness, guidance and righteousness that we call them to, then be aware that you will lose this Crusade Bush began, just like the other previous Crusades in which you were humiliated by the hands of the Mujahideen, fleeing to your home in great silence and disgrace. If the Americans do not respond, then their fate will be that of the Soviets who fled from Afghanistan to deal with their military defeat, political breakup, ideological downfall, and economic bankruptcy.

This is our message to the Americans, as an answer to theirs. Do they now know why we fight them and over which form of ignorance, by the permission of Allah, we shall be victorious?

@ 32e18276:5c68e245

Damus OpenSats Grant Q1 2025 Progress Report

This period of the Damus OpenSats grant has been productive, and encompasses the work our beta release of Notedeck. Since we sent our last report on January, this encompasses all the work after then.

Damus Notedeck

We released the Beta version of Notedeck, which has many new features:

Dave

We've added a new AI-powered nostr assistant, similar to Grok on X. We call him Dave.

Dave is integrated with tooling that allows it to query the local relay for posts and profiles:

Search

The beta release includes a fulltext search interface powered by nostrdb:

Zaps

You can now zap with NWC!

And More!

• GIFs!
• Add full screen images, add zoom & pan
• Introduce last note per pubkey feed (experimental)
• Allow multiple media uploads per selection
• Major Android improvements (still wip)
• Added notedeck app sidebar
• User Tagging
• Note truncation
• Local network note broadcast, broadcast notes to other notedeck notes while you're offline
• Mute list support (reading)
• Relay list support
• Ctrl-enter to send notes
• Added relay indexing (relay columns soon)
• Click hashtags to open hashtag timeline

Damus iOS

Work continued on the iOS side. While I was not directly involved in the work since the last report, I have been directing and managing its development.

What's new:

Coinos Wallet + Interface

We've partnered with coinos to enable a one-click, non-KYC lightning wallet!

We now have an NWC wallet interface, and we've re-enabled zaps as per the new appstore guidelines!

Now you can see all incoming and outgoing NWC transactions and start zapping right away.

Enhanced hellthread muting

Damus can now automatically mute hellthreads, instead of having to do that manually.

Drafts

We now locally persist note drafts so that they aren't lost on app restart!

Profile editing enhancements

We now have a profile picture editing tool so that profile pictures are optimized and optionally cropped

Conversations tab

We now have a conversations tab on user profiles, allowing you to see all of your past conversations with that person!

Enhanced push notifications

We've updated our push notifications to include profile pictures, and they are also now grouped by the thread that they came from.

And lots more!

Too many to list here, check out the full changelog

Nostrdb

nostrdb, the engine that powers notecrumbs, damus iOS, and notedeck, continued to improve:

Custom filters

We've added the ability to include custom filtering logic during any nostrdb query. Dave uses this to filter replies from kind1 results to keep the results small and to avoid doing post-processing.

Relay index + queries

There is a new relay index! Now when ingesting notes, you can include extra metadata such as where the note came from. You can use this index to quickly list all of the relays for a particular note, or for relay timelines.

NIP50 profile searches

To assist dave in searching for profiles, we added a new query plan for {kind:0, search:} queries to scan the profile search index.

How money was used

• relay.damus.io server costs
• Living expenses

Next quarter

We're making a strong push to get our Android version released, so that is the main focus for me.

@ e2c72a5a:bfacb2ee

The regulatory whiplash in crypto is costing investors billions while regulators play musical chairs with their own rules. The SEC's sudden reversal on staking—now claiming it's not a security after years of enforcement actions—exposes a troubling pattern where innovation suffers while bureaucrats figure out what they actually believe. This flip-flop isn't just confusing; it's financially devastating for companies that paid massive settlements based on guidance that's now apparently wrong. Meanwhile, Bitcoin quietly climbs past $105,000 as institutional money pours in through ETFs, proving that mainstream adoption continues despite the regulatory chaos. The question isn't whether crypto will survive government confusion—it's whether America will maintain its financial leadership while regulators struggle to understand the technology they're supposed to oversee. Will your investments be the next casualty of regulatory indecision?

@ f85b9c2c:d190bcff

1. Mosquitoes Danger: Although small, mosquitoes are the deadliest animals on Earth due to the diseases they transmit, such as malaria, dengue fever, and Zika virus, causing millions of deaths annually.

2. Box Jellyfish Danger: Found in the waters of the Pacific and Indian Oceans, its tentacles contain toxins that can cause heart failure in just a few minutes. It is considered one of the most venomous creatures in the world.

3. Saltwater Crocodile Danger: The largest living reptile, saltwater crocodiles are apex predators capable of killing and eating almost any animal, including humans. They are aggressive and can attack from the water without warning.

4. African Elephant Danger: While usually peaceful, African elephants can be extremely dangerous when threatened or provoked. They are capable of charging at speeds up to 25 miles per hour, with enough force to kill.

5. Cape Buffalo Danger: Known for being unpredictable and highly aggressive, the Cape buffalo is responsible for more deaths in Africa than any other large animal. They are strong and can charge at high speeds.

6. Poison Dart Frog Danger: Native to Central and South America, these small frogs have skin that produces potent toxins, which can be deadly to predators and humans if touched or ingested.

7. Great White Shark Danger: Great whites are among the largest predatory fish in the world and are capable of attacking humans. While attacks are rare, their size, speed, and sharp teeth make them formidable predators.

As the saying goes there is beauty in every living things,tho this wild animals are dangerous but only because they are overly protective of themselves and offsprings ,wild life should be cherished and not seen as a competition for the planet.

@ 58537364:705b4b85

มีคำกล่าวที่ว่า “นกไม่เห็นฟ้า ปลาไม่เห็นน้ำ หนอนในส้วมไม่เห็นคูถ ไส้เดือนไม่เห็นดิน คนอยู่ในโลกก็ไม่เห็นโลก” นี้หมายความว่า มันมีอะไรที่ลึกลับอยู่ ที่ทำให้นกไม่เห็นฟ้า หรือปลาไม่เห็นน้ำ. ให้ดูเห็นง่ายก็ที่ปลา ปลามันอยู่ในน้ำ น้ำก็ถึงตา มันยังมองไม่เห็นน้ำ ทั้งที่น้ำเป็นสิ่งที่มันปะทะหรือว่าติดกันอยู่เสมอไป. ตั้งแต่เกิดมาก็เป็นอย่างนั้นเสียแล้ว มันก็ไม่ได้รู้สึกว่ามีน้ำ ปลาจึงไม่รู้ว่าน้ำนั้นคืออะไร โดยแท้จริง. หรือว่าหนอนที่เกิดมาจากอุจาระอยู่แท้ ๆ แต่ก็ไม่เห็นอุจาระ. หรือว่าไส้เดือนอยู่ในดิน มันกินดิน แต่มันก็ไม่เห็นดิน. ทั้งนี้เพราะคำว่า “เห็น” ในที่นี้มีความหมายพิเศษ

คนอยู่ในโลกก็ไม่เห็นโลก คือไม่ได้เห็นความจริงหรือความลับโดยแท้จริงของสิ่งที่เรียกว่า “โลก” มีตามันก็เห็นนั่นเห็นนี่เรือย ๆ ไป แต่ไม่เห็นจริง. ไม่รู้จักโดยแท้จริง มันจึงได้หลงในสิ่งเหล่านั้น. ถ้าเห็นจริงๆก็จะไม่หลงในอะไร. เพราะฉะนั้นอย่าได้ประมาท อย่าได้อวดดี ว่าเรา “เห็น” มันเพียงแต่ว่า สัมผัสตามธรรมดาด้วยตา แล้วรู้สึกไปตามกฎเกณฑ์อย่างธรรมดา ว่ามันมีเท่านั้น ; แต่ที่จริงยังมีอยู่อีกชั้นหนึ่ง คือชั้นลึกซึ้ง.

ทีนี้ เรามาดูกันถึงสิ่งที่เรียกว่า “ชีวิต” ขอให้สังเกตดูให้ดี ๆ ว่า เราต้องใช้คำว่า “สิ่งที่เรียกกันว่า...” สิ่งที่เรียกกันว่านี้ มันเป็นของคนโง่ก็ได้ คือคนโง่มันว่า หรือมันเรียกอะไรเป็นอะไร. แล้วในโลกนี้มีคนโง่มาก หรือมีคนฉลาดมาก ถ้าว่าเป็นคนฉลาด มันก็จะต้องรู้จักทำโลกนี้ให้หมดปัญหา คือไม่มีตวามทุกข์ยากลำบากวุ่นวาย.

เดี๋ยวนี้คนส่วนมาก ก็ไม่รู้จักสิ่งที่เรียกว่า “โลก” นี้โดยแท้จริง มันจึงทำไปในลักษณะที่ไม่ถูกต้องตรงตามที่เป็นจริง เราจึงยุ่งกันทั้งโลกอยู่เวลานี้.

คำว่า “ชีวิต” นี้ก็เหมือนกัน มันมีสิ่งที่เรียกว่า “ชีวิต” โดยเฉพาะเด็ก ๆ สมัยนี้ จะใช้คำว่า “ชีวิต” นี้พร่ำเพรื่อ. สมัยปู่ ย่า ตา ยาย คำว่าชีวิตนี้ใช้น้อยที่สุด เป็นความลึกลับเอามาพูดถึงกันน้อยที่สุด. เดี๋ยวนี้หนังสืออ่านเล่นหนังสืออะไรก็มีคำว่า “ชีวิต” ใช้พร่ำเพรื่อ จนเด็ก ๆ เข้าใจไปว่า ตัวเองรู้จักสิ่งที่เรียกว่า “ชีวิต” อย่างแตกฉานทีเดียว. นั่นแหละคือความหลับหูหลับตา สำหรับจะอวดดี.

สิ่งที่เรียกว่าชีวิตนี้มันมีความลึกลับ และยังแถมมีเคล็ดลับที่ซ่อนเร้นอยู่ในนั้นมาก คำว่า “ชีวิต” ของเด็ก ๆ ที่เคยอ่านแต่หนังสืออ่านเล่น มันก็มีความหมายอย่างหนึ่ง คนวัยรุ่นที่เคยแต่อ่านหนังสืออ่านเล่นนั้น จะเข้าใจคำว่า “ชีวิต” ในความหมายไปอย่างหนึ่ง. ต่อเมื่ออายุมากแล้ว เป็นพ่อแม่แล้ว จะรู้จัก “ชีวิต” ในความหมายหนึ่ง ซึ่งจะจริงกว่าหรือถูกกว่าอีกมาก; แต่ก็ยังไม่หมด มันยังเหลือความลับของชีวิตนั้นอีกมาก จนกว่าจะเป็นพระอริยเจ้า หรือว่ามีปัญญาตามแบบของพระอริยเจ้านั่นแหละ จึงจะเห็นสิ่งที่เรียกว่า “ชีวิต” อย่างถูกต้องแท้จริงและถึงที่สุด คือสมบูรณ์ที่สุด.

เพราะฉะนั้น พระอริยเจ้านั้นก็มิใช่ใครอื่นที่ไหน ท่านเป็นเพียงผู้ที่รู้จักโลกตามที่เป็นจริง แล้วก็ไม่หลงโลก ท่านทำให้ชีวิตนี้ไม่มีความทุกข์ ; คนชนิดนี้เรียกว่าพระอริยเจ้า.

แต่เดี๋ยวนี้คนทั่วไปไม่เข้าใจคำว่า “พระอริยเจ้า” จัดไว้เป็นบุคคลที่ลึกลับ เข้าใจไม่ได้ ; หรือว่าจะเป็นบุคคลประเภทที่ไม่พึงปรารถนาด้วยซ้ำไป.

คนวัยรุ่นสมัยนี้จะเข้าใจว่า พระอริยเจ้าเป็นคนหมดความหมาย สำหรับโลก หมดความหมายสำหรับพวกเรา ท่านบ้า ๆ บอ ๆ ครึ ๆ คระ ๆ ไปตามแบบของท่าน. ถ้าใครนึกอยู่อย่างนี้ก็ขอให้นึกเสียใหม่ เพราะว่าการศึกษาอบรมสมัยนี้อาจจะทำให้นึกไปอย่างนั้น จนนึกไปว่าพระอริยเจ้านี้ท่านเป็นคนประหลาด บ้า ๆ บอ ๆ ไปตามแบบของท่าน.

ขอให้เข้าใจเสียใหม่ว่า พระอริยเจ้า นั้นคือบุคคล ที่รู้จักโลกตามที่เป็นจริง และจัดการทุกอย่างถูกต้องหมด จนไม่มีความทุกข์ คือท่านไม่เป็นเหมือนกับ นกไม่เห็นฟ้า ปลาไม่เห็นน้ำ หนอนไม่เห็นคูถอย่างนี้ อีกต่อไป คือไม่เป็นอย่างนี้อีกต่อไป ; จะเป็นผู้ที่รู้สิ่งทั้งหลายทั้งปวงถูกต้องตามที่เป็นจริง.

ด้วยเหตุนี้แหละ เราจึงต้องใช้คำว่า สิ่งที่เรียกว่า “ชีวิต” ไม่ใช้คำว่า “ชีวิต” เฉยๆ เพราะมันเรียกกันได้ตามชอบใจ หลายอย่าง หลายแบบ หลายชั้น หลายลักษณะนัก ดังนั้นจึงขอร้องให้ผู้ที่เป็นครูนั้น รู้จักความลับของสิ่งที่เรียกว่าชีวิต.

ทีนี้ ความลับของสิ่งที่เรียกว่า “ชีวิต” นี้ มันก็ยังมีมากมายอีก ในชั้นนี้เราเอาตามที่พระพุทธเจ้าท่านตรัสไว้จะดีกว่า และก็อย่างเดียวกันอีกนั่นแหละ คือว่าพระพุทธเจ้าท่านได้ตรัสไว้มาก ถ้าเอาพระไตรปิฏกเป็นหลักแล้วมันมากจนเกินกว่าที่ชาวบ้านจะศึกษาไหว หรือจะรวบรวมมาให้หมดได้. เพราะฉะนั้นจึงมีความจำเป็นที่จะต้องมีการย่อหรือสรุปเอาแต่ใจความมาให้ฟังหรือให้ศึกษากัน.

ตามนัยที่พระพุทธเจ้าท่านได้ตรัสไว้ทั้งหมด ทั้งสิ้นนั้น เราอาจจะสรุปความได้ว่า สิ่งที่เรียกว่า “ชีวิต” นั้น มันมีเคล็ดลับมาก แต่มันก็รวมอยู่ที่ สิ่งที่เรียกว่า ตา หู จมูก ลิ้น กาย ใจ ช่วยจำคำ ๖ คำนี้ไว้ให้ดี ๆ อย่าหาว่าเป็นคำธรรมดา หรือว่าเป็นเรื่องธรรมดา มันมีความลับอยู่ในนั้นมากมายนัก คือคำว่า ตา หู จมูก ลิ้น กาย ใจ เราเรียกเป็นภาษาไทยกันดีกว่า ภาษาบาลีชวนให้ยุ่งหัว อยากจะรู้ภาษาบาลีก็ไปดูปทานุกรมเอาเองก็ได้.

สิ่งที่สำคัญที่สุด หรือทั้งหมดของสิ่งที่เรียกว่า “ชีวิต” ก็ตาม หรือของความลับ เคล็ดลับของชีวิตก็ตาม มันสรุปรวมอยู่ที่ สิ่งที่เราเรียกกันว่า ตา หู จมูก ลิ้น กาย ใจ.

จากหนังสือความลับของชีวิต โดยพุทธทาสอินทปัญโญ

@ 06639a38:655f8f71

You might notice the styling of this site has changed. That's because I've made a custom Drupal theme using TailwindCSS and daisyUI. For these CSS frameworks / components I've also seperate Drupal theme everyone could use:

https://www.drupal.org/project/tailwind_css 
https://www.drupal.org/project/daisy_ui 

What else?

1. Wrote my third OpenSats progress report, read it here
2. Added Nostr-PHP RelayListMetadata class (NIP-65) and tests, see PR
3. Added Nostr-PHP PersistentConnection class and tests, see PR

@ c9badfea:610f861a

1. Install Feeder (it's free and open source)
2. Discover RSS feeds from various sources (see links below)
3. Copy the Feed URL
4. Open Feeder, tap the ⁞ icon, and choose Add Feed
5. Paste the Feed URL and tap Search
6. Select the found RSS feed item
7. Scroll down and tap OK

Some Sources

• Podcast Index
• RSS Finder
• Feedspot

ℹ️ You can also use YouTube channel URLs as feeds

@ 7459d333:f207289b

Here's a cool way to do OCR of any area of your screen and copy the result directly to you clipboard:

shell import png:- | tesseract stdin stdout | xclip -i -selection clipboard

You need tesseract and imagemagick. This works on systems using the X windows system. There's another way to do it in Wayland.

https://stacker.news/items/995413

@ 06639a38:655f8f71

1) How did you spend your time?

I continued to write and publish more detailed weekly updates here: https://nostrver.se/blog. These updates are also cross-posted via Nostr as long-form content.

All commits on the main branch from 01-03-2025 till 30-04-2025: https://github.com/nostrver-se/nostr-php/commits/main/?since=2025-03-01&until=2025-04-30 

NIP-19 bech32-encoded entities

This has been implemented in the library, see https://github.com/nostrver-se/nostr-php/pull/68 

Added getTag method to the Event class

https://github.com/nostrver-se/nostr-php/commit/5afa38a45d3371bf79c78cda4d93be3ecef86985 

Added a profile class to fetch profile metadata of a given pubkey

https://github.com/nostrver-se/nostr-php/commit/0e6cbbb80b08b2b38722d4cef68205c64b70b205 

Drupal nJump module which implements Nostr-PHP

This Drupal module which is providing these Nostr features is FOSS and uses the Nostr-PHP library for doing the following:

• Request the event from one or more relays
• Decode the provided NIP-19 identifier

For now this module is way for me to utilize the Nostr-PHP library with Drupal for fetching events.
Any event and a NIP-19 identifier can now be fetched with the following URL pattern:
https://nostrver.se/e/{event_id|nevent1|note1|addr1}

As an example, take this URL https://nostrver.se/e/nevent1qvzqqqqqqypzqmjxss3dld622uu8q25gywum9qtg4w4cv4064jmg20xsac2aam5nqqsqm2lz4ru6wlydzpulgs8m60ylp4vufwsg55whlqgua6a93vp2y4g3uu9lr fetches the data from one or more relays. This data is then being saved as a (Drupal) node entity (in a database on the server where this website is hosted, which is located in my tiny office). With this saved node, this data is now also available at https://nostrver.se/e/0dabe2a8f9a77c8d1079f440fbd3c9f0d59c4ba08a51d7f811ceeba58b02a255/1 where the (cached) data is server from the database instead. It's just raw data for now, nothing special about it (yet).

Contributions to the library

• NIP-04 + NIP-44
  https://github.com/nostrver-se/nostr-php/pull/84 
  https://github.com/nostrver-se/nostr-php/pull/88
• NIP-05 internet identifier lookup
  https://github.com/nostrver-se/nostr-php/pull/89
• Allow verification of Event objects
  https://github.com/nostrver-se/nostr-php/pull/86
• Work in progress: NIP-17 direct messages
  https://github.com/nostrver-se/nostr-php/pull/90

All these contributions are made by Djuri who is working on the Nostr integration in https://satsback.com and on a private messaging browser client https://n17.chat.

Removed the CLI tool from the library

See https://github.com/nostrver-se/nostr-php/pull/93 

New / updated documentation at nostr-php.dev

I started to explore what is possible generating documentation using Goose as an AI agent and Claude as the LLM provider. Bootstrapping new pages with documentation works very well while I point to several resources to be used as input for the LLM (using the example snippets in the Nostr-PHP library and the Nostr NIP repository).
All commits on the master branch from 01-03-2025 till 30-04-2025: https://github.com/nostrver-se/nostr-php.dev/commits/master?since=2025-03-01&until=2025-04-30 

• Updated the page how to handle tags on a event, see https://nostr-php.dev/guides/manage-tags-on-an-event#getting-specific-tags
• Added a instructions to try out the library online at https://nostr-php.dev/guides/get-started
• Work in progress, NIP-19 documentation: https://github.com/nostrver-se/nostr-php.dev/tree/feat/nip19docs and https://nostr-php.dev/guides/nip19

Some analytics

Source: https://packagist.org/packages/swentel/nostr-php/stats 

Other Nostr stuff I would to mention I worked on

NIP-B0 web bookmarks with CCNS.news

I moved https://ccns.nostrver.se to a own domain https://ccns.news and has integrated NIP-B0 which we worked out how to handle web bookmarks via Nostr. Before this NIP was merged, there were already some other Nostr clients handling web bookmarks:

• https://yumyu.me
• https://pinja.app

Also Fiatjaf started to work on an annotation noting tool (browser extension) called Lantern (which is a fork of https://hypothes.is) integrating Nostr for creating highlights and annotations on a webpage with text. This extension can also be used to bookmark web pages.

On CCNS.news there is a global feed now: https://ccns.news/global which fetches all the web bookmark events with kind 39701 from several public Nostr relays. I had a rough idea to compare feeds generated with NDK and Nostr-PHP (for both using the same set of relays):

When you post a bookmark now on the site, a kind 39701 event is transmitted to some Nostr relays (take a look at this event for example). Optionally you can also publish this content as a note to the network.

2) What do you plan to work on next quarter?

• Already work in progress:
  • Review and merge PR with NIP-17
    https://github.com/nostrver-se/nostr-php/pull/90
  • Implement NIP-65 with RelayListMetadata class
    https://github.com/nostrver-se/nostr-php/pull/100
  • Implement DMRelayList class
    https://github.com/nostrver-se/nostr-php/blob/main/src/Event/List/DmRelaysList.php
  • Review and implements extra metadata fields for profile
  • https://github.com/nostrver-se/nostr-php/pull/94
  • Implement PersistantConnection class
    https://github.com/nostrver-se/nostr-php/pull/99
  • Review and merge PR NIP-13 proof of work
    https://github.com/nostrver-se/nostr-php/pull/97
  • Review and merge PR for implementing methods (TODO's) on Relay and RelaySet class
    https://github.com/nostrver-se/nostr-php/pull/95
• Planned:
  • Research how the revolt/event-loop package can be used to serve as a sort of a message bus for handling async and concurrent requests in the library
  • Build a stable 2.0.x release
    • By default and full async concurrent requests support
• Add / update documentation on https://nostr-php.dev:
  • Direct messages with NIP-04 and NIP-17
  • Encrypted payloads with NIP-44
  • Instructions how to bootstrap a Nostr profile with a given pubkey
• Host the https://nostr-php.dev website as a static website using Blossom.
  See https://github.com/lez/nsite  and https://github.com/hzrd149/nsite-ts

3) How did you make use of the money?

• Livings costs

4) Is there anything we could help with?

I would love to see a (closed/private) digital place with other Nostr OpenSats grantees where we can share our experiences and challenges. We could give feedback to each other as a form of encouragement. For example I'm curious how other grantees are explaining the work they to other which are not familiar with FOSS, Nostr and/or Bitcoin.

@ d9a329af:bef580d7

Originally made using Habla News, now edited and republished using Yakihonne

To be clear, this is 100% my subjective opinion on the alternatives to popular music, as it has become practically a formula of witchcraft, pseudoscience and mysticism. There is nothing you can do to get me to listen to Western pop music from the late 2010's to now. I could certainly listen to almost anything... just not modern pop, which is now completely backwards.

Most examples of compositions for these genres will be my own, unless otherwise stated. The genres on this list are in no particular order, though my favorite of which will be first:

1. Bossa Nova

Bossa Nova is a subgenre of jazz from Brazil, created in the 1950's as a mix of standard jazz and samba rhythms in a more gentle and relaxing manner. This genre's most famous songs are Tom Jobim's The Girl from Ipanema (found in albums like Getz/Gilberto), Wave, and even Triste. Most of the music is written in 2/4 time signature, and any key is almost acceptable. It's called Afro-Brazilian Jazz for a reason after all. I have a ton of compositions I produced, from Forget and Regret, to Rabbit Theory, Beaches of Gensokyo Past, Waveside, and even Willows of Ice to name a few of them.

1. Metal

This is an umbrella term for many subgenres of this fork of hard rock, with more distorted guitars, speedy and technical writing, vocals that sound demonic (some subgenres don't have that), or sometimes, chaotic lyrics and downright nasty ones if you look deep enough. If you want to get into it, just make sure it's not Black Metal (it's weird), Blackened Metal (Any subgenre of metal that's been inserted with elements of Black Metal), Metalcore, or any other genre that has vocals that aren't the best to hear (these are vocal fries that are really good if you're into the weird demonic sounds). This isn't for the faint of heart. Instrumental metal is good though, and an example is my composition from Touhou Igousaken called A Sly Foxy Liar if you want to know what techincal groove metal is like at a glance.

1. Touhou-style

I can attest to this one, as I produced bossa nova with a Touhou-like writing style. Touhou Project is a series of action video games created by one guy (Jun'ya Outa, a.k.a. ZUN), and are usually bullet curtain games in the main franchise, with some official spinoffs that are also action games (fighting games like Touhou 12.3 ~ Hisoutensoku). What I'm referring to here is music written by ZUN himself (He does almost everything for Touhou Project, and he's really good at it), or fans that write to his style with their own flair. I did this once with my composition, Toiled Bubble, which is from my self-titled EP. I probably wouldn't do much with it to be fair, and stick to bossa nova (my main genre if you couldn't tell).

1. Hip-Hop/Rap

This can get subjective here, but old-school rap and hip-hop... give me more of it. Before it became corrupted with all kinds of immoral things, hip-hop and rap were actually very good for their time. These were new, innovative and creative with how lyrics were written. Nowadays, while we're talking about cars, unspeakable acts, money, and just being dirtbags. Artists in this genre back then were much classier than that. I fit in the latter category with my pieces entitled, Don't Think, Just Roast (the piece where I called out antis of a popular corporate Vtuber agency) and Desparate Yokai. It didn't get much traction on YouTube, because I'm not a well-known artist (I'm considered a nobody in the grand scheme of things. I'd like to get it fixed, but I don't want a record deal... I'd have to become a Pharisee, Cathoic, Jesuit or Wahhabi Muslim for a record deal... in other words, I need to revere and obey the Pope (the Mark of the Beast).

1. Synthwave

This is a genre of electronic music focused on 80's and 90's synths being used to carry a composition. Nowadays, we have plugins like Vital, Serum, Surge and others to create sounds we would otherwise be hearing on an 80's or 90's keyboard. An example of this is my composition, Wrenched Torque, which was composed for a promotion I did with RAES when he released his Vital synth pack.

1. Happy Hardcore

A 90's genre of EDM, specifically Hardcore, it's stylized with 80's and 90's synths, 90's drum machines and even vocals of music from back in the day (rap and disco I think were sampled the most). Artists like Chinese artist Xi (not Xi Jinping for those misunderstanding), European DJ Nakatomi and the like have produced some fine pieces of work. You'd find this primarily in Germany, The Netherlands and probably Belgium as well. If you want to hear some Happy Hardcore from me, The VST Test is the album to look for.

More are to come in future installments of this series, and I will adjust the title of this one accordingly if y'all have any ideas of genres I should look into (with the exception of Happy Hardcore, which is in the Yakihonne release of this article).

@ b8a9df82:6ab5cbbd

How open-source won in fiat land.

Completely lost in time, I finally landed back in Berlin after a month in Buenos Aires and a week in Las Vegas that felt like an entire lifetime compressed into a few days.

A year ago, I barely knew how to spell NOSTR, didn’t have a Lightning wallet, and had only vaguely heard of Bitcoin. I had no idea what this movement was about — what it could mean, or where it might take me. Fast forward to now: I found myself in Las Vegas, at the biggest Bitcoin conference in the world, surrounded by thousands of people.

For those who haven’t been yes, Vegas is exactly like in the movies. It is Disneylands for adults. Casinos pumping cold air at 4 am to keep you awake, fake skies, fake rivers, fake cities. You walk from one hotel to another and somehow land in a version of Rome, Paris or Venice. It’s bizarre and overwhelming and… kind of amazing in its own twisted way. Who are we humans to build a neon wonderland in the middle of a desert?

And yet, even there, in peak fiat land, there I was: in a casino lounge at 4 in the morning onboarding random people to Nostr with the entire team.

But let’s rewind — how did I even end up here?

After a slightly rocky start Derek and I began the year with a mission: to bring Nostr to Las Vegas. A booth? Way too expensive. So we tried something else — applying for a grant from the Human Rights Foundation. Because the Oslo Freedom Forum was happening at the same time, HRF decided to support six fellow Nostriches and gave us the green light to build something different: the Nostr Lounge.

To the entire HRF team: thank you. Thank you for trusting us, for believing in the vision, and for playing such a crucial role in making this happen. Located in Open Source area far from the main exhibition hall, away from the noise and flashing lights we were not sure if anyone even come?

But the space turned out to be perfect — cosy, carpeted, warm. A real contrast to the intense chaos of the main hall. It gave us space to breathe, to onboard, to connect.And of course the plebs did come. And the energy? Unreal. People were genuinely curious, eager to learn, and ready to go deep. No suits, no fluff — just people who care.

Of course, there were suitcoiners too — and yes, I’ve written about them before, especially after my experience at Bitcoin investment Week in New York (if you missed it, I wrote about that here earlier this year — and Vegas brought a strange kind of déjà vu).

This was — and is — a team effort. It wouldn’t have happened without the incredible crew of volunteers who came from all corners of the world. Developers, builders, creators, idealists. People who understand what freedom of speech really means. Agustin, Mike, Sleepy, Erik and so many more. And even those who weren’t physically with us — following along on Nostr, sending support from afar — you were just as much a part of it.

For me personally, it meant everything to finally meet so many beautiful humans in real life. Especially the women: Roya, Heather, Valerie, Bri, Efrat… you give me strength and hope. It reminded me why I’m here — why we’re all here. There is a better world worth fighting for, and this community helps me believe in it.

The Nostr Lounge was for the plebs — and so was our side event at We All Scream. Away from the overpriced conference afterparties, NosVegas was a wild, joyful celebration. Sponsored by Tunestr and The Space, it was the perfect mix of education and dance floor madness. The vibes were lit. The artists such as Sara Jade, Ainsley Costello on fire.

If there’s one thing I would change? I wish we’d had more stage time. As Derek said in the only fireside chat: "Every Bitcoiner should be on Nostr." If we have an entire lounge dedicated to it, let’s really go for it. Because people do care. They do love it. Oh — and while we're dreaming — maybe one day the WiFi gods will finally smile on us.

One more highlight: The 2nd Annual Bitcoin Golf Championship and Kickoff Party. Frieda, the organiser, gave us a tiny table with Nostr banners. We used it to onboard and chat — and of course, it became the busiest little corner of the event.

All in all, I feel deeply grateful — and also completely behind on processing it all. A full recap will follow soon from Derek (bless him), but this was my personal take, straight from the heart.

And if I forgot to mention anyone by name — I’m truly sorry. So many of you made this experience what it was, and I carry that with me.

And one thing I’m especially thankful for — having someone by my side through all this. Someone who grounds me, who gets it, who quietly keeps me steady while the world spins fast. You know who you are.

Next stop: Prague

@ 1817b617:715fb372

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🔗 Buy Now → Flash USDT 🔗 Buy Now → Flash USDT Software 💬 Telegram: @cryptoflashingtool 📱 WhatsApp: +1 770-666-2531Looking to simulate a USDT deposit that appears instantly in a wallet — with no blockchain confirmation, no real spend, and no trace?

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• Wallet stress testing
• “Proof of funds” display

Flash USDT is ideal for developers, trainers, UI testers, and blockchain researchers — and it’s fully customizable.

---

What Is Flash USDT?

Flash USDT is a synthetic transaction that mimics a real Tether transfer. It shows up instantly in a wallet balance, and it’s confirmed on-chain — and expires after a set duration.

This makes it:

• Visible on wallet interfaces
• Time-limited (auto-disappears cleanly)
• Undetectable on block explorers after expiry

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---

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Want to control the flash?\ Run your own operations?\ Flash unlimited wallets?

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This is your all-in-one USDT flasher tool, built for TRC20, ERC20, and BEP20 chains. It gives you full control to:

• Send custom USDT amounts
• Set custom expiry time (e.g., 30–360 days)
• Flash multiple wallets
• Choose between networks (Tron, ETH, BSC)

You can simulate any amount, to any supported wallet, from your own system.

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---

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Feature	Flash USDT	Flash USDT Software
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---

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---

Legal Notice

These tools are intended for:

• Educational purposes
• Demo environments
• Wallet and UI testing

They are not for illegal use or financial deception. Any misuse is your full responsibility.

---

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@ 0970cf17:135aa040

{"pattern":{"kick":[true,false,true,false,true,false,true,false,true,false,true,false,true,false,true,false],"snare":[false,true,false,true,false,true,false,true,false,true,false,true,false,true,false,true],"hihat":[true,false,true,true,false,false,true,true,false,false,true,true,false,false,true,true],"openhat":[true,false,false,true,false,false,false,false,true,false,false,true,false,false,true,false],"crash":[false,false,true,false,false,false,true,false,false,false,false,true,false,false,true,false],"ride":[false,false,true,false,false,false,false,true,false,false,false,true,false,false,true,false],"tom1":[false,true,false,false,true,false,false,true,false,false,true,false,true,false,true,false],"tom2":[true,false,false,false,true,false,false,false,false,true,false,true,false,false,true,false]},"bpm":220,"swing":0,"timeSignature":"4/4","drumKit":"standard","timestamp":1748716320785}

@ d9a329af:bef580d7

Originally made using Habla News, now edited and reposted to Yakihonne

Since 2022, Dungeons and Dragons has been going down a sort of death spiral after the release of a revised version of 5th Edition... which didn't turn out very well to say the least. In light of that, I present a list of TTRPGs you can play if you don't want to purchase 5E. I wouldn't recommend 5E, as I've DM'd it in the past. It tastes like a lollipop that's cockroach and larvae flavored.

This list of TTRPG games is in no particular order, though my favorite of these systems is number one.

1. Basic Fantasy Role-Playing Game (BFRPG)
2. B/X-style OSR retroclone with ascending armor class, and the original retroclone from 2006.
3. Fully libre under CC BY-SA for the 4th Edition, and OGL 1.0a for 1-3 Editions.
4. Full books are free PDF files on the website (Basic Fantasy Website).
5. All BFRPG editions are compatible with each other, meaning you can have a 3rd Edition book to a 4th Edition game and still have fun. 4th Edition is just the removal of the 3E SRD that's in the OGL editions.
6. As with the core rulebooks, all the supplementation is free as a PDF as well, though you can buy physical books at cost (BFRPG principal rights holder Chris Gonnerman doesn't make much profit from Basic Fantasy).
7. Old-school community that's an all-around fantastic group of players, authors and enthusiasts.

8. Fun Fact: Out of all the TTRPGs I'd want to DM/GM the most, it'd be this one by far.

9. Iron Falcon (IF)

10. OD&D-style retroclone from 2015 (It's also by Gonnerman, same guy behind BFRPG).
11. A close ruleset to the White Box rules and supplements.
12. Also fully libre under CC BY-SA for the latest releases, just like BFRPG for 4th Edition releases.
13. Just like BFRPG, the core rules and supplementation come as PDF files for free, or physical books.

14. Fast and loose ruleset open to interpretation, just like in 1975-1981... somewhere right around that timeline for OD&D.

15. Old-School Reference and Index Compendium (OSRIC)

16. AD&D 1E-based retroclone by Stewart Marshall and Matt Finch.
17. An old system that surprisingly still holds up, even after a long time of no new versions of the rules.
18. Extremely in-depth ruleset, licensed under OGL 1.0a and OSRIC Open License.
19. Compatible with AD&D 1e modules for the 1st Edition, though 2.2 potentially has its own supplementation.

20. I don't know much about it, as I'd be too slow to learn it. That's all I know, which is the above.

21. Ironsworn

22. Custom loosely-based PbtA (Powered by the Apocalypse) system by Shawn Tomkin from 2018.
23. Includes GM, GMless and solo play in the rulebook.
24. Supplementation is surely something else with one look at the downloads section for the PDFs of the original, which is free under CC BY-NC-SA. The SRD is under CC BY otherwise.
25. No original adventures are made for this system as are known, as it's expected that the Ironlands are where they take place.

26. Fun Fact: This was a non-D&D system I considered running as a GM.

27. Advanced Dungeons & Dragons 2nd Edition (AD&D 2e)

28. An official edition from 1989-2000.
29. At the time, the most customizable edition in its history, before 3E took the spot as the most customizable edition.
30. A streamlined revision of the AD&D 1E rules (AD&D 1E was exclusively written by E. Gary Gygax).
31. The end of old-school D&D, as 3E and beyond are different games altogether.
32. Wide array of supplementation, which oversaturated 2E's customization... and most of it didn't sell well as a result.
33. Final TSR-published edition of D&D, as they went bankrupt and out of business during this edition's life cycle, to then be liquidated to Wizards of the Coast (Boy did WOTC mess it up once 5.1E was released).

34. Fun Fact: A Canadian history professor named Dr. Robert Wardough runs a customized ruleset using 2E as a base, which he's been DMing since the 80's during the "Satanic Panic" (The Satanic Panic was fake as a result of horrible deceivers gaslighting people to not play D&D). He started RAW (Rules as Written), but saw some things he needed to change for his games, so he did so over time.

35. Moldvay/Cook Basic/Expert Dungeons & Dragons (B/X)

36. Competing system to 1E from 1981 and 1982.
37. Official edition of D&D, part of the old-school era.
38. Simplified rules for Basic, but some decently complex rules for Expert.
39. Only goes up to Lv. 14, as it's potentially a 1E or White Box primer (similar to 1977 Basic).
40. Supplementation, from some research done, was decent for the time, and a little bit extensive.
41. The inspiration for BFRPG in 2006 (Did I mention this already? Maybe I have, but I might emphasize that here too.).

42. Fun Fact: I considered running B/X, but decided that I'd do BFRPG, as the ascending armor class is easier math than with B/X and the THAC0 armor class (descending armor class).

43. Basic, Expert, Companion, Master, Immortal Dungeons & Dragons (BECMI) and/or Rules Cyclopedia

44. 1983 variant of the Moldvay/Cook Basic/Expert system, an official edition and part of the old-school era.
45. Essentially, 1981 B/X D&D on steroids.
46. 5 boxed sets were released for the five parts of the rules for this system.
47. Rules Cyclopedia is a reprint of the 1983 Basic, Expert, Companion and Master rules boxed sets. The Immortal set was never reprinted outside of the original boxed set because Immortal is such a bizarre game within a game altogether.
48. With the first 4 boxed sets (whether individual sets or the Rules Cyclopedia), levels are 1-36.

49. Fun Fact: This edition I was considering DMing as well, alongside BFRPG. They're similar rulesets with some mechanical differences, but I think either or would be worth it.

50. Original Dungeons & Dragons (OD&D or White Box)

51. The original release of D&D from 1974 written by Gygax and Dave Arneson, published by TSR.
52. Uses the rules from Chainmail, a wargame made by Gygax and Jeff Perren.
53. Base has three little booklets (Men & Magic, Monsters & Magic, and The Underworld & Wilderness Adventures), five official supplements were released (Greyhawk, Blackmoor, Eldritch Wizardry, Gods, Demi-Gods and Heroes, and Swords & Spells), and many more from fanzines.
54. Fast and loose ruleset open to interpretation (similar to IF).
55. Not based upon adventurers taking on dangerous quest, but kings commanding armies (which is why OD&D is actually a Chainmail supplement). The latter was the original purpose of D&D before it got changed in 2000.

There are many more games that are not D&D that you can look up too. See what you like, read the rules, learn them, and start playing with your group. Have fun and slay some monsters!

@ 90c656ff:9383fd4e

Since its emergence in 2009, Bitcoin has generated a wide range of success and failure stories. Some of these stories feature people who invested early and reaped the rewards of their foresight, while others highlight the ups and downs that define Bitcoin’s highly volatile market. Over the years, many of these cases have become iconic—serving as both inspiration and cautionary tales for newcomers.

Success stories

01 - Laszlo Hanyecz – The 10,000 Bitcoin Pizza

One of the most legendary stories in Bitcoin’s history involves Laszlo Hanyecz, a programmer from Florida. In 2010, he paid 10,000 bitcoins for two pizzas. At the time, the value was negligible, and the transaction went largely unnoticed. In retrospect, however, those 10,000 bitcoins would be worth hundreds of millions of dollars today.

Though Hanyecz didn’t become rich from this transaction, the story of the “10,000 bitcoin pizza” has become a symbol of Bitcoin’s extraordinary rise in value—and a reminder of how even small holdings in the early days could have been life-changing.

02 - Michael Saylor and MicroStrategy

Michael Saylor, CEO of MicroStrategy, made headlines in 2020 by transforming his company into the first major corporation to invest heavily in Bitcoin. Purchasing over 100,000 bitcoins as a treasury reserve, Saylor positioned Bitcoin as a strategic hedge against inflation and fiat currency devaluation.

Initially met with skepticism, Saylor’s decision turned out to be highly profitable as Bitcoin’s price soared. His bold move inspired other corporations and institutional investors to consider Bitcoin, and he remains one of the cryptocurrency’s most vocal advocates in the business world.

Failure Stories

01 - James Howells – The Lost 8,000 Bitcoins

James Howells, an IT professional from Wales, accidentally discarded a hard drive in 2013 containing the private keys to 8,000 mined bitcoins—worth only a few thousand pounds at the time. As Bitcoin's value skyrocketed, he attempted to recover the drive from a landfill, but was denied permission by local authorities.

This story has become a powerful lesson in crypto security and the consequences of lost private keys. Despite multiple campaigns to dig up the landfill, the bitcoins remain unrecovered.

02 - Mt. Gox Collapse – The Fall of a Giant

At its peak, Mt. Gox was the largest Bitcoin exchange in the world. In 2014, it collapsed after losing about 850,000 bitcoins—worth over $450 million at the time—due to hacking, internal security failures, and poor management.

The exchange’s failure devastated thousands of investors and highlighted the vulnerabilities in early crypto infrastructure. Though some funds were later recovered, the Mt. Gox disaster remains one of Bitcoin’s darkest moments and a turning point for the push toward greater security and transparency in the crypto industry.

• The impact of volatility and adoption

These stories reflect the unpredictable and high-risk nature of the Bitcoin market. The same volatility that has made millionaires has also led to substantial losses. While some view Bitcoin as a path to financial freedom and a hedge against inflation, others have suffered from poor planning, mismanagement, or unfortunate timing.

Bitcoin’s growing adoption, especially in emerging markets and among institutional players and shows its increasing legitimacy, as an alternative to traditional finance. However, exchange failures and lost fortunes underscore the need for robust infrastructure, personal responsibility, and long-term thinking.

In summary, success and failure are two sides of the same coin in the world of Bitcoin. From life-changing gains to heartbreaking losses, these stories illustrate the risks and rewards of participating in a young and volatile market. Whether as a cautionary tale or a source of inspiration, they emphasize the importance of education, security, and strategy for anyone engaging with this revolutionary form of money.

Thank you very much for reading this far. I hope everything is well with you, and sending a big hug from your favorite Bitcoiner maximalist from Madeira. Long live freedom!

@ d9a329af:bef580d7

Originally made using Habla News, now edited and reposted onto Yakihonne

Everyone who sees it knows at this point that the matrix of control comes from the overdependence of proprietary software to do our everyday tasks. You can think of this like us being the cling wrap that will just not let go of these pieces of garbage software that don't allow you to see what is in their source code, and how they work. This will tend to lead to the unlawful collection of data (violating the most basic of privacy laws, despite unenforceable contracts that are enforced regardless), bad OPSEC that sees you being stalked and harassed over nothing significant. In the worst of cases, if you speak your mind where you aren't necessarily supposed to be able to do that, and you get doxxed, the worst cases could be far worse than one could imagine.

The solution to this, on the other hand, is using almost exclusively free/libre open-source software and GNU/Linux operation systems. If you're using certain proprietary software, hardening it to give as little data as possible to the entity responsible for it will also work, as long as you know which ones to use. This is a hard pass for a lot of people, but if you want to escape the control matrix of proprietary software, Winblows, HackOS, iHackOS, iBloatOS and stock Google AI Fever Dream, then researching which Free Software (notice the spelling) to use is your first bet. I had already done this for the past four and a half years, and will continue to do it as long as I live, seeing what new Free Software compliant applications and libraries come into the spotlight once things get locked down into walled gardens like what HackOS, iHackOS and BlindnessOS do on a regular basis.

Each of these pieces of software will be in a categorized list with a brief description of what the software is used for. There is a lot to take in, so research this yourself and see if these are right for you. These are the applications I personally use on a regular day-to-day basis, and they work for my needs.

1. Operating Systems (the core to your device)

2. GNU/Linux operating systems (for PCs) or GrapheneOS (for de-googled Android phones)

To be fair on this one, GNU/Linux is the combination of the Linux kernel with the GNU toolchain, which in turn allows any developer to make an operating system that is FOSS, not necessarily Free Software, especially with the Linux Kernel's proprietary bits of code. The Linux kernel is also used in the Android Open-Source Project (AOSP), and is used as the base of operating systems for Android phones such as GrapheneOS, the only AOSP custom ROM I would recommend based upon the research I had done on this (even if very little).

My recommendations on the Linux side of things are almost any Arch-based distribution (with the exception of Manjaro), Debian-based distributions like Linux Mint Debian edition, regular Debian, AntiX or Devuan, or a Fedora/RedHat-based distribution like Nobara Project (if you're a gamer), OpenSUSE (if set up properly) or even Bluefin if you want an atomic desktop (I wouldn't recommend Bluefin if you want to monkey with your operating system and DIY on many aspects of it). Once you learn how to set these up securely, privately and properly, you're on your way to starting your journey into digital liberation, but there's far more to go on this front.

1. Web Browsers (How you surf the internet)
2. Firefox Forks

This one is self-explanatory. I harden all the Firefox forks I use (LibreWolf, Waterfox, Floorp and Zen as some examples) to the nines, despite being unable to do anything about my fingerprint. This is why I use multiple browsers for specific purposes to counteract the fingerprint spying due to weaponized JavaScript. There are ways to circumvent the fingerprint-based espionage, and make sure the site fingerprint.com doesn't know that one's lying about what their user agent is, though it's not very easy to fool that site, as it's used by 6,000 companies.

• Brave Browser

This is the only Chromium-based browser I would recommend, as it's better when hardened against all the other Chromium-based browsers, including Ungoogled Chromium, which is almost impossible to harden due to security vulnerabilities. Despite that, Brave has some of the best features for a Chromium-based browser one can feel comfortable using, even though you'll have similar issues with Firefox-based browsers that aren't actually Firefox (and Firefox has its own issues regarding espionage from Mozilla)

1. Office Suites (If you need to do professional office documents)
2. Libre Office

A fork of Apache's OpenOffice, made better with many features missing from even OnlyOffice and OpenOffice, this suite of applications is the go-to Free Software office suite for many people looking to switch from the proprietary software nether to the diamonds of free/libre open-source software. Though one may need to perform some extra steps to set up compatibility with G-Suite and Microsoft Office past 2015 potentially, it's still a good thing that people trust LibreOffice as their one-stop shop for office documents, despite being completely different from your standard office suite fare.

• OnlyOffice

The competitor to LibreOffice with the ease of Microsoft Office and G-Suite compatibility, OnlyOffice is another office suite that can be good for those who need it, especially since anybody who had used Microsoft Office in particular will be familiar with its layout, if not for a slight learning curve. As someone who's used G-Suite more (due to schooling that stunk worse than a decomposing rat in New York City), that's part of the reason why I switched to LibreOffice, though I tried some others, including OnlyOffice and Abiword (since I use a word processor a lot). This one is another solid option for those who need it.

• Wordgrinder

For those who like to use a terminal emulator like I do, Wordgrinder is a word processor with a terminal user interface (TUI) designed with just focusing on typing without distractions in mind. .wg is the file extension for documents made using Wordgrinder, especially since nowadays most word processors are cloud based. For those who live in a terminal, this is a good option to your terminal UI-based toolbox

• Vi, Vim, Neovim and Vim-like editors

The classic VI Improved (Vim), a fork of the TUI modal editor, vi, with keybinds that will be confusing at first, but with practice and patience, bring about muscle memory to stay on the keyboard, and not necessarily touch the mouse, keypad on the right hand side, or even the arrow keys. These keybind skills will stay with one for the rest of their life once they learn how the modes in vi, Vim or vi-based editors work. It's a classic for those working in the terminal, and a staple in FLOSS text editing and coding tools once customized potentially to the nines to your particular style.

• VS Codium

The Free Software fork of Code OSS by Microsoft, but made to be similar in function to VSCode without Microsoft's espionage baked into it. It has almost exactly the same features as VSCode that one would need, and even any VSIX files from VSCode will work in VSCodium. This one is an easy switch from VSCode for those who use it, but don't want the forced telemetry.

• Emacs

The competitor to Vim, Emacs is an editor that is FLOSS in every way imaginable. It is one of the most customizable editors anybody could have ever conceived, though the programming language used in Emacs is a dialect of Lisp the developers had made themselves. There are more keybinds to memorize compared to Vim, though Vim keybinds can be added using the Evil Mode package in any Emacs package manager to get the best of both worlds in Emacs. Once one gets a handle of the steep learning curve for Emacs, it's customizable in every imaginable way almost.

These four categories will get you started on your privacy journey, though I covered things a developer might want. I have plans on more lists to compile once I get my ducks in a row on what I want to cover here on Nostr in a longform format. Feel free to let me know if you have recommendations for me to write about, and I can do some digging on that if it isn't a rabbit hole.

@ 90c656ff:9383fd4e

Since its creation, Bitcoin has been one of the most hotly debated assets in the financial world—both by passionate supporters and skeptics. Its extreme volatility and the impact it has had on the traditional financial system have made it a constant subject of speculation. Over time, Bitcoin’s adoption has grown, sparking ongoing discussions about its future—both in terms of price and integration into the global financial system. In this context, multiple scenarios have been proposed, ranging from optimistic to cautious, depending on factors like regulation, institutional adoption, and technological innovation.

Bitcoin’s price: forecasts and influencing factors

01 - Institutional Adoption: The growing use of Bitcoin by major companies and institutional investors has been seen as a bullish driver. Companies like Tesla, MicroStrategy, and Square have added Bitcoin to their balance sheets, boosting confidence in it as a store of value. As more businesses follow suit, demand for Bitcoin could increase, pushing the price upward.

02 - Government Regulation: How governments respond to Bitcoin is one of the biggest sources of uncertainty. Heavy-handed regulation could restrict access and dampen interest, while a more favorable approach could boost adoption and support price growth. Countries like El Salvador have shown positive trends by adopting Bitcoin as legal tender, though in many others, regulation remains a significant challenge.

03 - Limited Supply: With a maximum supply of 21 million coins, Bitcoin is immune to inflationary money printing. This scarcity makes it especially attractive as a store of value, particularly during times of global economic uncertainty, potentially supporting long-term price appreciation.

04 - Technology and Scalability: Innovations like the Lightning Network and Taproot, aimed at improving scalability and transaction efficiency, could help increase Bitcoin's utility—making it more accessible for daily use and positively impacting its market value.

Global adoption of Bitcoin: The path toward financial inclusion

Bitcoin adoption is rising globally, especially in regions where traditional financial systems are inefficient or inaccessible. Countries facing economic instability, such as those plagued by high inflation or currency crises, are increasingly viewing Bitcoin as a viable alternative. Financial inclusion is a key driver of this adoption, as Bitcoin offers financial services to people excluded from the traditional banking sector.

01 - Emerging Markets: In countries like Brazil, Argentina, Nigeria, and others, demand for Bitcoin has grown as people seek to protect their assets from the devaluation of local currencies. In these regions, Bitcoin functions as both a store of value and a medium of exchange free from central authority control.

02 - Adoption by Governments and Businesses: As more companies and even governments embrace Bitcoin, its integration into the global economy could accelerate. El Salvador, for example, has shown it’s possible to adopt Bitcoin as an official currency, while more businesses are accepting it as a payment method—further legitimizing its role in global commerce.

03 - Education and Accessibility: As more people understand how Bitcoin works and appreciate its advantages—such as security, privacy, and financial freedom—adoption is likely to grow. Easier-to-use exchanges and improved wallet interfaces are making it simpler for everyday users to access and use Bitcoin.

Future scenarios: Optimism or caution?

Bitcoin's future remains uncertain, but several possible outcomes are taking shape. The optimistic scenario foresees greater price appreciation and widespread global adoption, driven by technological innovation, increased institutional trust, and the search for a decentralized alternative to the traditional financial system. In this case, Bitcoin could become a widely accepted form of payment and a global store of value, with prices reaching new all-time highs.

On the other hand, the more cautious scenario suggests that obstacles like government regulation, competition from other digital currencies, and potential technical shortcomings could prevent Bitcoin from becoming central to the financial system. Furthermore, price volatility could deter those seeking stability and security.

In summary, predictions about Bitcoin’s price and global adoption are undeniably complex and influenced by a wide range of factors. Bitcoin’s future will depend on how society, governments, and businesses respond to this new form of money. While the potential for appreciation is significant, the risks and volatility involved cannot be ignored. As global adoption increases and technology continues to evolve, it will be essential to closely monitor the developments shaping Bitcoin’s role in the global financial landscape.

Thank you very much for reading this far. I hope everything is well with you, and sending a big hug from your favorite Bitcoiner maximalist from Madeira. Long live freedom!

@ 19497234:86e67560

By: Morris Kuol Yoll

South Sudan’s political landscape has undergone significant shifts, with Bol Mel’s rapid rise sparking intense debate. His appointment as First Vice President by President Salva Kiir, along with his roles as Special Presidential Envoy for Sudan, Deputy Secretary for the SPLM Party, and his promotion to General, has led many to speculate that Kiir is grooming him as his successor.

This shift in leadership strategy contrasts sharply with South Sudan’s historical pattern of political succession, traditionally shaped by military and revolutionary credentials. Bol Mel’s path to power, however, appears orchestrated through political favoritism rather than earned through military or democratic legitimacy. His ascent has raised fundamental questions about his leadership capabilities, legitimacy, and public acceptance in a country where succession has long been determined by hierarchical seniority within the SPLM/A.

As South Sudan approaches another critical political transition, understanding the historical foundations of leadership in the SPLM/A and contrasting past leaders’ paths to power against Bol Mel’s political trajectory offers valuable insight into whether his leadership will be accepted or challenged by the South Sudanese people.

The Rise of the SPLM and Dr. John Garang’s Leadership

Before the armed struggle erupted in 1983, Southern Sudanese practiced multiparty democracy, electing their High Executive Council leaders through a democratic system, despite periodic interference from the Sudanese regime. However, the formation of the Sudan People’s Liberation Movement (SPLM) fundamentally altered South Sudan’s political direction.

The SPLM was both a liberation movement and a military force, led by Dr. John Garang, who simultaneously held the positions of political leader and Commander-in-Chief of the SPLA. Unlike previous leaders who championed South Sudanese autonomy, Garang pursued the New Sudan ideology, advocating for unity rather than separation. Under his leadership, alternative ideologies, including independence, were discouraged, forcing veteran Southern Sudanese politicians who had joined the liberation struggle to align with the SPLM’s ideological framework.

Dr. John Garang’s Path to Leadership

Despite being a colonel in the Sudanese army, Dr. John Garang had never held a political position in either the Sudanese government or Southern Sudan’s administration. He was largely unknown to Southern Sudanese civilians, except for his military colleagues, who recognized his political inclinations.

In 1983, following Major Kerbino Kuanyin Bol’s rebellion, Garang, along with other commanders, joined the armed struggle. While South Sudan had numerous seasoned politicians from various parties, they were excluded from forming the SPLM, consolidating Garang’s political and military dominance.

Resistance from veterans of Anyanya-Two initially challenged Garang’s leadership, but his close allies—Kerbino Kuanyin Bol, William Nyuon Bany, and Salva Kiir Mayardit—helped secure his authority, allowing him to establish both the SPLM and SPLA as the defining forces of Southern Sudan and the Sudan’s liberation movement.

Garang’s Leadership and Public Acceptance

Garang’s ability to lead the liberation struggle was rooted in his military training and higher education, qualities that Southern Sudanese recognized and embraced. Unlike other leaders, he did not rely on political favoritism—his success was a result of his charisma, strategic thinking, and ability to define South Sudan’s grievances on a national platform.

Under Garang, Southern Sudanese felt politically represented for the first time in Sudanese politics. His leadership allowed him to articulate the injustices faced by South Sudan and marginalized regions, gaining him widespread support.

Upon his tragic death, the leadership baton was passed to Salva Kiir, who inherited power through the traditional military succession line, marking a stark contrast to the political path Bol Mel is now taking.

Salva Kiir’s Rise to Power and the Contrast with Bol Mel’s Leadership

Following Dr. Garang’s death, General Salva Kiir, as Garang’s Vice President, was swiftly confirmed as his successor. His rise to power followed the SPLM/A’s hierarchical line of succession, making his leadership widely accepted by South Sudanese.

Unlike Garang, who pursued unity with Sudan, Kiir was widely perceived as a champion of Southern Sudan’s independence. This belief helped solidify his leadership, ensuring broad public support as he led the country through the 2011 Referendum, ultimately becoming South Sudan’s first President.

In stark contrast, Bol Mel’s rise lacks revolutionary legitimacy, as his leadership appears imposed rather than organically earned. His absence from the liberation struggle, coupled with allegations of corruption, places his acceptance at serious risk.

Bol Mel’s Business and Political Credibility: Challenges to His Legitimacy

Bol Mel’s business background, rather than military credentials, forms the foundation of his political presence. Questions surrounding how he amassed his wealth, particularly his control over major government-funded projects, oil exports, and road construction, have made his legitimacy a contentious issue.

Public concerns over his business dealings, particularly his alleged involvement in crude oil quotas meant for infrastructure development, fuel accusations of corruption, as roads promised through oil-funded projects remain unfinished despite years of revenue collection.

Unlike past SPLM leaders, whose military and revolutionary credentials secured their leadership, Bol Mel’s reputation is largely built on financial power, making his credibility in leading the country questionable.

Question of Bol Mel’s Political and Generational Positioning

While Bol Mel is portrayed as a younger generation leader, the SPLM has many capable younger members who would warrant legitimate public support. His rise does not represent a merit-based generational shift, but rather political favoritism engineered by President Kiir.

Furthermore, the SPLM party has gradually lost its ideological foundation, existing more in name than in practice. Loyal SPLM/A veterans have been sidelined, while outsiders, who joined after the peace agreement, now dominate political leadership.

Kiir’s systematic removal of key SPLM/A officers appears to be clearing the path for Bol Mel, making his transition controversial rather than widely accepted.

Conclusion & Summary

Bol Mel’s rise to power significantly challenges South Sudan’s traditional leadership structure. Unlike previous leaders who earned legitimacy through revolutionary struggle, Bol Mel’s leadership appears as favoritism rather than earned.

His military credentials are weak, his business empire is tied to corruption allegations, and his public support base is limited.

The South Sudanese people yearn for strong leadership—one that fights corruption, invests in development, and fosters peace in a deeply divided country. Bol Mel does not exhibit these qualities at present, which will complicate his acceptance if he ascends to power.

Ultimately, South Sudan’s next leader must unify the country, promote development, and restore political trust—qualities that Bol Mel has yet to demonstrate. This raises questions about whether his leadership will bring stability or intensify political turmoil.

Morris Kuol Yoll is a South Sudanese Canadian who resides in Alberta, Canada, and can be reached at: myoll2002@yahoo.com

@ da8b7de1:c0164aee

Amerikai nukleáris végrehajtási rendeletek és szakpolitikai fejlemények

2025.05.23-án az amerikai kormány négy jelentős végrehajtási rendeletet adott ki, amelyek célja egy „nukleáris reneszánsz” felgyorsítása a következő 25 évben. Ezek a rendeletek egy, az egész kormányzatra kiterjedő tervet határoznak meg a 400 GW nukleáris kapacitás elérésére 2050-ig, lefedve az ipar minden területét: engedélyezés, üzemanyagciklus, reaktortechnológia, ellátási lánc, munkaerő, hulladékkezelés, finanszírozás és nemzetközi megállapodások. Azonnali intézkedések között szerepel a biztonságos hazai üzemanyag-ellátás megteremtése, szabályozási reformok, a reaktor-telepítések felgyorsítása, valamint pénzügyi és diplomáciai eszközök alkalmazása az amerikai nukleáris technológia belföldi és nemzetközi előmozdítására. A rendeletek gyorsított szabályozási eljárásokat írnak elő – például az NRC-nek (Nuclear Regulatory Commission) 18 hónapon belül kell elbírálnia az új reaktorokra vonatkozó kérelmeket –, valamint kibővített szerepet adnak az Energiaügyi és Védelmi Minisztériumoknak az engedélyezésben és telepítésben, beleértve a szövetségi földeken való elhelyezést is.

Az NRC jóváhagyta a NuScale kis moduláris reaktor (SMR) tervét

Az amerikai NRC jóváhagyta a NuScale Power 462 MW kapacitású kis moduláris reaktor (SMR) erőművének tervét, ami jelentős mérföldkő az új típusú nukleáris technológiák bevezetésében. Ez az engedélyezés a tervezettnél korábban történt, így a NuScale az egyetlen SMR, amely NRC-tervjóváhagyással rendelkezik, és technológiája hivatkozási alap lehet a jövőbeli építési és üzemeltetési engedélykérelmekben. A tervet kifejezetten nagy adatközpontok és ipari ügyfelek számára fejlesztették, a gyártási kapacitás már elérhető a dél-koreai Doosan vállalatnál. A NuScale várhatóan 2025 végéig szerzi meg első amerikai ügyfelét, és az első erőmű akár 2030-ra üzembe léphet, ha sikerül gyorsan szerződést kötni. Az NRC jóváhagyása szélesebb körű lendületet ad az amerikai fejlett nukleáris iparnak, beleértve a közelmúltbeli végrehajtási rendeleteket is, amelyek célja a reaktor-telepítések bővítése és a hazai ellátási láncok megerősítése.

Amerikai uránellátás és piaci helyzet

Az amerikai uránszektor kritikus ponthoz érkezett, kétpárti politikai támogatással és az adatközpontok, valamint az alapvető villamosenergia-igények növekvő keresletével. Az iparági vezetők egy közelgő kínálati hiányra figyelmeztetnek, mivel a magas minőségű készletek kimerülnek, és az új termelés beindítása nehézségekbe ütközik. Az új termelés ösztönző ára jelenleg 100 dollár felett van fontonként, ami meghaladja a jelenlegi spot árakat, így a már működő termelők előnyben vannak. A legutóbbi végrehajtási rendeletek és a Section 232 vizsgálatok megerősítik a kormány elkötelezettségét a hazai urántermelés és az ellátási lánc biztonsága mellett. Az orosz urán tilalom, amely 2028-ban lép teljesen életbe, tovább szűkíti a nyugati ellátást, a mentességek várhatóan a geopolitikai feszültségek miatt hamarabb megszűnnek. Kína gyors nukleáris fejlesztése tovább növeli a keresletet, ami kettéosztott globális uránpiacot eredményez.

Az amerikai urándúsítási kapacitás bővítése

Az Urenco USA megkezdte a termelést legújabb gázcentrifuga-egységében a New Mexico-i National Enrichment Facility-ben, ezzel mintegy 15%-kal bővítve a hazai dúsítási kapacitást. Ez a bővítés célja, hogy csökkentse az orosz ellátástól való függőséget, és támogassa az amerikai nukleáris üzemanyag-ellátási láncot. Az Urenco USA, az ország egyetlen kereskedelmi dúsított urán előállítója, jelenleg az amerikai atomerőművek szükségletének mintegy egyharmadát fedezi, és további bővítést fontolgat a piaci kereslet függvényében.

Nemzetközi nukleáris energetikai fejlemények

Globális nukleáris reaktor-építési hullám van kibontakozóban, élen az Egyesült Királysággal, Törökországgal, Lengyelországgal, valamint ázsiai és afrikai országokkal. Több mint 30 ország vállalta, hogy 2050-ig megháromszorozza a globális nukleáris kapacitást a nettó zéró kibocsátás és az energiabiztonság érdekében. Az atomtechnológia exportja továbbra is jelentős bevételi forrás Oroszország számára, miközben az Egyesült Államok jogalkotási és szakpolitikai lépéseket tesz a nukleáris export és együttműködés vezető szerepének biztosítására; a Szenátus Külügyi Bizottsága hamarosan tárgyalja azt a törvényjavaslatot, amely az amerikai nukleáris exportot hivatott erősíteni, hogy Kínát és Oroszországot megelőzze a globális piacon.

Ipari partnerségek és katonai alkalmazások

Az amerikai Védelmi Minisztérium nyolc céget választott ki mikroreaktor-technológiák fejlesztésére katonai létesítmények számára, azzal a céllal, hogy decentralizált, skálázható mikroreaktor-rendszereket hozzanak létre kritikus energiaigények kielégítésére. Ez a kezdeményezés a kereskedelmi mikroreaktor-fejlesztést és a kapcsolódó ellátási láncok megerősítését is ösztönzi, az NRC szabályozási útvonalainak kihasználásával.

Érintetti bevonás és konferenciák

A Nemzetközi Atomenergia Ügynökség (IAEA) nemrégiben zárta első, a nukleáris programok érintetti bevonásáról szóló nemzetközi konferenciáját Bécsben, amely hangsúlyozta a nyilvánosság és az érintettek bevonásának fontosságát a nukleáris energiafejlesztés minden szakaszában, hogy bizalmat építsenek és megalapozott döntéshozatalt támogassanak.

---

Források:

• world-nuclear-news.org
• nucnet.org
• iaea.org
• utilitydive.com
• observer.co.uk
• ans.org

@ f85b9c2c:d190bcff

Never get too attached to something to the extent that you can live without it

The Weight We Pile On I’ve noticed something about myself lately—most of my worries, my sleepless nights, my tight chest—they’re born from my own hands. We cause anxiety, stress, and headaches by ourselves, don’t we? It’s a truth I can’t dodge, a mirror I can’t unsee. I cling too hard, I grip too tight, I fight for things that don’t need a fight. And in the end, I’m the one left aching, shaking, breaking. It’s not the world doing this to me—it’s me. I stack the bricks of stress, one by one, until I’m crushed beneath. I’ve learned the hard way that attachment is a thief, sneaking in to steal my peace.

The Trap of Holding Too Close I used to think love meant holding on with all my might—people, dreams, plans, tight in my sight. But oh, how that backfired, how it wired me wrong. The tighter I held, the louder the bell of stress would ring, a sting I couldn’t shake. I’d lose sleep over a job I might not get, fret over a friend who didn’t text back, or rack my brain over a future I can’t predict. Attachment became my chain, my pain, my rain. I’d pour my soul into something—someone—and when it slipped, I’d trip, I’d fall, I’d call it a loss. But was it? Or was I just too attached, too latched, too matched to something I thought I couldn’t live without?

Learning to Let Go Here’s what I’m teaching myself now: never get too attached to something to the extent you can’t live without it. It’s a rhythm I’m learning—release, breathe, ease. Life flows better when I don’t clutch. That doesn’t mean I don’t care—it means I care enough to set it free.

I think of the times I let go—a relationship that wasn’t mine to force, a goal that wasn’t my course. The headaches faded, the stress unbraided itself from my mind. I found I could live without it, thrive without it, jive without it. What’s meant for me stays; what’s not drifts away. And that’s okay—it’s a sway I can dance to.

Freedom in the Balance I’m not saying detachment is easy—it’s a battle, a rattle, a shift. But there’s freedom in it, a lightness I can’t resist. When I stop tying my worth to things—to rings, to strings, to wings—I stop the cycle of self-made misery. Anxiety shrinks when I don’t overthink. Stress unwinds when I don’t bind myself to what’s out of reach.

I’ve started asking myself: Can I live without this? If the answer’s no, I know I’ve gone too far, too deep, too steep. So, I pull back, I slack the rope, I cope with grace. Life’s too short to let my own hands choke my joy.

A Lighter Way to Live We cause anxiety, stress, and headaches by ourselves—I see it now, clear as day, bright as May. But we can stop. We can drop the load, unload the strain, regain the calm. For me, it’s about loving without owning, dreaming without drowning, living without frowning over what might slip.

I’ll hold what matters, but loosely, smoothly, coolly. Because in the end, I don’t want to be the one tying knots in my own heart. I want to live free—free from me, free to be. And that’s a rhythm worth chasing, a peace worth embracing.

@ d26f78e5:6eb06a95

Bitcoin's first 15 years delivered spectacular success: $2T market cap, inflation-resistant store of value, censorship-resistant wealth preservation.

On the other hand, Bitcoin has hardly cemented itself as global medium-of-exchange.

Volatility and UX challenges are at odds with mainstream adoption. Stablecoins have, by and large, dominated the transactional role.

Meanwhile, something profound is happening with Bitcoin capital.

$2T in Bitcoin wealth isn't content sitting idle.

Despite the maxi's common rhetoric, whales appetite for deploying this capital is very real. Yield generation, risk hedging, capital formation opportunities that compound returns beyond simple HODLing.

The defining meta of this cycle is the financialization of Bitcoin.

MicroStrategy's playbook. Bitcoin treasury companies. The writing is on the wall. Large holders are securitizing Bitcoin to offer traditional market exposure while earning returns in the process.

This isn't just speculation. It's capital seeking productivity. But here's the critical risk: This financialization is happening through centralized, custodial infrastructure. BlackRock, Fidelity, and Wall Street banks are capturing Bitcoin's financial upside while Bitcoin holders surrender the sovereignty that makes Bitcoin revolutionary.\ \ We're recreating traditional finance with Bitcoin as the underlying asset.\ \ Centralized venues offer the best execution but custody risk, wrapped solutions provide some control but fragment liquidity across risky bridges. Onchain is slow, expensive, and functionally limited.

The path forward requires Bitcoin-native capital markets.

This is why we built Arkade.

Programmable money enables this transition through Bitcoin-native capital markets: Non-interactive trading without custody risk, sophisticated financial instruments like lending and options with unilateral exit paths intact. This creates the virtuous cycle Bitcoin needs:

Productive capital deployment → Liquidity & stability → Practical everyday use → Higher transaction volume → Sustainable fee markets → Stronger security → More confidence → More capital

The missing piece isn't better payment UX or lower volatility alone.

It's infrastructure that lets Bitcoin capital work productively while maintaining Bitcoin's core properties of self-sovereignty and censorship resistance.

Hyperbitcoinization doesn't start with coffee purchases.

It starts with Bitcoin capital markets sophisticated enough to compete with traditional finance but built on Bitcoin's foundation of self-custody and open, permissionless innovation.

The transformation from store of value to money runs through capital markets. And those markets must be Bitcoin-native.\ \ Time to level up!\ \ 👾

@ 90c656ff:9383fd4e

With the growing digitalization of money, governments around the world have begun developing Central Bank Digital Currencies (CBDCs) in response to the rising popularity of Bitcoin. While Bitcoin represents a decentralized and censorship-resistant financial system, CBDCs are digital versions of fiat currencies, directly controlled by central banks. This emerging competition could shape the future of money and define the balance between financial freedom and state control.

Key differences between Bitcoin and CBDCs

Bitcoin and CBDCs differ in nearly every fundamental aspect:

01 - Centralization vs Decentralization: Bitcoin operates on a decentralized network where no government or entity can change the rules or censor transactions. CBDCs, on the other hand, are issued and managed by central banks, enabling greater control over the circulation and use of money.

02 - Fixed Supply vs Controlled Inflation: Bitcoin has a fixed supply of 21 million units, making it a scarce and deflationary asset. CBDCs can be issued without limits, much like traditional fiat currencies, and are subject to inflationary monetary policies.

03 - Privacy vs Surveillance: Bitcoin allows pseudonymous transactions, ensuring a certain degree of financial privacy. CBDCs may be designed to track every transaction, enabling full governmental oversight—and potentially, control over how citizens spend their money.

04 - Censorship Resistance vs State Control: Bitcoin enables anyone to transact without needing third-party approval. CBDCs, being centralized, could be used by governments to restrict undesirable transactions or even freeze funds at the press of a button.

What are governments aiming for with CBDCs?

The introduction of CBDCs is often promoted with benefits such as:

01 - Greater efficiency in financial transactions by removing intermediaries and reducing banking costs.

02 - Easier implementation of economic policies, such as direct stimulus payments or automated taxation.

03 - Enhanced ability to combat illegal activities through real-time transaction tracking.

However, these justifications raise serious concerns about the erosion of financial privacy and the expansion of government power over the monetary system.

Bitcoin as an alternative to CBDCs

The rise of CBDCs may, in fact, reinforce Bitcoin’s position as the true alternative to state-controlled money. As citizens become aware of the risks associated with a fully centralized financial system, demand for a decentralized, censorship-resistant asset like Bitcoin may increase.

01 - Protection from state control: Bitcoin empowers users with full sovereignty over their money, free from arbitrary freezes or confiscations.

02 - Preservation of financial privacy: Unlike CBDCs, which may monitor every transaction, Bitcoin offers a level of anonymity that shields individuals from excessive surveillance.

03 - Store of value against inflation: While governments can endlessly issue CBDCs, Bitcoin’s guaranteed scarcity positions it as a hedge against irresponsible monetary policy.

In summary, the competition between Bitcoin and CBDCs is set to become one of the defining financial battles of the future. As governments seek to reinforce their control through centralized digital currencies, Bitcoin remains the leading option for those who value financial independence and protection from state surveillance. The choice between a free, decentralized financial system and a monitored, government-controlled one may determine the course of the digital economy for decades to come.

Thank you very much for reading this far. I hope everything is well with you, and sending a big hug from your favorite Bitcoiner maximalist from Madeira. Long live freedom!

@ 2dd9250b:6e928072

Durante a década de 1990, houve o aumento da globalização da economia, determinando a adição do fluxo internacional de capitais, de produtos e serviços. Este fenômeno levou a uma interdependência maior entre as economias dos países. Justamente por causa da possibilidade de que um eventual colapso econômico em um país resulte no contágio dos demais. Diante disso, aumentou a preocupação com os riscos incentivando a utilização de sofisticados modelos e estratégias de avaliação de gestão de risco.

Na década, ganharam destaque ainda os graves problemas financeiros enfrentados, entre outros, pelo banco inglês Barings Bank, e pelo fundo de investimento norte-americano Long Term Capital Management.

Outro grande destaque foi a fraude superior a US$ 7 bilhões sofrida pelo banco Société Generale em Janeiro de 2008.

O Barings Bank é um banco inglês que faliu em 1995 em razão de operações financeiras irregulares e mal-sucedidas realizadas pelo seu principal operador de mercado. O rombo da instituição foi superior à US$ 1,3 Bilhão e causado por uma aposta equivocada no desempenho futuro no índice de ações no Japão. Na realidade, o mercado acionário japonês caiu mais de 15% na época, determinando a falência do banco. O Baring Bank foi vendido a um grupo financeiro holandês (ING) pelo valor simbólico de uma libra esterlina.

O Long Term Capital Management era um fundo de investimento de que perdeu em 1998 mais de US$ 4,6 bilhões em operações nos mercados financeiros internacionais. O LTCM foi socorrido pelo Banco Central dos Estados Unidos (Federal Reserve ), que coordenou uma operação de socorro financeiro à instituição. A justificativa do Banco Central para esta decisão era "o receio das possíveis consequências mundiais da falência do fundo de investimento".

O banco francês Société Generale informou, em janeiro de 2008, uma perda de US$ 7,16 bilhões determinadas por fraudes efetuadas por um operador do mercado financeiro. Segundo revelou a instituição, o operador assumiu posições no mercado sem o conhecimento da direção do banco. A instituição teve que recorrer a uma urgente captação de recursos no mercado próxima a US$ 5,0 bilhões.

E finalmente chegamos ao caso mais problemático da era das finanças modernas anterior ao Bitcoin, o caso Lehman Brothers.

O Lehman Brothers era o 4° maior de investimentos dos EUA quando pediu concordata em 15/09/2008 com dívidas que superavam inacreditáveis US$ 600 bilhões.

Não se tinha contas correntes ou talão de cheques do Lehman Brothers. Era um banco especializado em investimentos e complexas operações financeiras. Havia feito pesados investimentos em empréstimos a juros fixos no famigerado mercado subprime, e o crédito imobiliário voltado a pessoas consideradas de forte risco de inadimplência.

Com essa carteira de investimentos que valia bem menos que o estimado e o acúmulo de projetos financeiros, minou a confiança dos investidores na instituição de 158 anos. Suas ações passaram de US$ 80 a menos de US$ 4. Acumulando fracassos nas negociações para levantar fundos; a instituição de cerca de 25 mil funcionários entrou em concordata.

O Federal Reserve resgatou algumas instituições financeiras grandes e tradicionais norte-americanas como a seguradora AIG no meio da crise. O Fed injetou um capital de US$ 182, 3 bilhões no American International Group (AIG).

Foi exatamente essa decisão do Fed em salvar alguns bancos e deixar quebrar outros, que causou insegurança por parte dos clientes. E os clientes ficaram insatisfeitos tanto com os bancos de investimentos quanto com as agências de classificação de risco, como a Standard & Poor's que tinha dado uma nota alta para o Lehman Brothers no mesmo dia em que ele quebrou.

E essa foi uma das razões pelo qual o Bitcoin foi criado. Satoshi Nakamoto entendeu que as pessoas não estavam mais confiando nem no Governo, nem nos Bancos Privados que o Governo federal restagatava quando eles quebravam e isso prejudicou muita gente. Tanto que o “hash” do Genesis Block contém o título do artigo “Chancellor on brink of second bailout for banks” (Chanceler à beira de segundo resgate para bancos, em português) da edição britânica do The Times.

Esse texto foi parcialmente editado do texto de ASSAF Neto, CAF (2014).

@ deedf20f:624988c0

There’s a recurring fantasy in psychedelic circles — whispered at festivals, joked about on forums, and half-seriously invoked in moments of exasperation with the world…

What if we just put LSD in the water supply?

On the surface, the idea almost sounds logical. By forcing an unsuspecting population into the depths of a collective psychedelic experience, people would be compelled to confront their illusions, dissolve their egos, and emerge more empathetic, self-aware, and connected — ultimately leading to a more compassionate, enlightened society.

But for that to work, you have to make a big (and possibly dangerous) assumption — that psychedelics are inherently benevolent.

That if everyone were dosed with LSD — unknowingly and all at once — it would trigger a kind of mass awakening. A spiritual jailbreak. A shortcut to utopia.

Here's why that isn't going to happen…

(This post was originally published on the Tripsitter Newsletter).

The Origins of the LSD-in-the-Water Fantasy

The idea of slipping LSD into the public water supply didn’t come from hippie utopians. It came from the CIA.

As part of the now-infamous MK-ULTRA program in the 1950s and 60s, the CIA tested the viability of LSD as a tool for mind control and psychological warfare. One documented proposal involved contaminating the water supply of an entire town with LSD in order to incapacitate the population.

The goal was simply to "see what happens."

Luckily for the town's unwitting citizens, the plan was eventually abandoned. The reason listed was that LSD is highly unstable in water, especially chlorinated tap water, and ensuring each citizen received an effective dose was close to impossible. One person might receive nothing, another a 10x dose.

The science ultimately didn’t work — but the idea seed had been planted.

The concept has resurfaced many times since then — starting with Ken Kesey and the Merry Pranksters — a rowdy group famous for their “acid tests” — where strangers were encouraged to have a sip of the group's electric Kool-Aid, which was infused with high-dose LSD. The group believed they could deliver mass enlightenment to the world through LSD.

While they never actually spiked a municipal water system, they often joked about it. To them, turning on the whole world was more than just a prank — it was a prophecy.

Over the years, other figures echoed the same idea — some more seriously than others.

In 1966, London Life Magazine ran an alarming interview with a former MP named Dr. Donald Johnson, who claimed that “it is quite feasible that LSD could be used to take over a city or even a country… If it were put into reservoirs, it would disable people sufficiently for an enemy to take control.”

Despite the drama, it never happened. For one simple reason: it wouldn’t work.

Why Adding LSD To The Water Supply Wouldn’t Work

The plan to add LSD to the water supply falls apart on three fronts — it’s chemically unstable in chlorinated water, it's wildly expensive, and it's psychologically unpredictable — sometimes causing people to become more extreme, not less.

1. The Chemistry Doesn’t Work

LSD is undeniably one of the strongest psychedelic compounds, gram for gram, in the world — just one ten-thousandth of a gram (100 micrograms) is enough to trigger a full-blown, reality-melting experience.

While powerful, LSD is also surprisingly fragile.

UV light, heat, oxygen, and chlorine — all common elements in municipal water systems — rapidly degrade LSD, rendering it inactive. This is why your tab of LSD typically arrives both wrapped tightly in tinfoil and in a sealed plastic bag. If you leave your tabs out for even just a few hours, the potency could drop as much as 50%.

Technically, LSD could remain chemically stable in water for around 3 months as long as the pH and temperature remained stable.

However, the main issue is that municipal water supplies are heavily chlorinated — typically around 1–4 ppm. Given that a 10:1 ratio of free chlorine to LSD is enough to neutralize the compound, even standard chlorination levels are more than sufficient to break down over 90% of the LSD within just a few hours.

This makes it virtually impossible to control dosing at the point of delivery. By the time the water reaches someone’s tap, there’s no telling how much (if any) LSD is left — and no way to ensure that any two people receive the same amount.

Between the chlorine, fluctuating temperatures, exposure to sunlight, long pipe systems, and transit time, adding LSD to a public water is simply a waste of LSD.

It's (theoretically) possible that one could add about 10X the normal dose of LSD per 1 ppm of chlorine in order to counteract this issue.

In places like the United States, which typically fall on the high-end of this chlorination range (up to 4 ppm), you'd need to 40X the target dose of LSD for every 1 liter of water.

Other places that use much less chlorine, such as Iceland, Australia, and Germany could get away with far less LSD — but even then, degradation from heat, oxygen, and UV exposure would remain a serious issue.

As you can probably imagine, the amount of LSD you’d need to add to achieve this amount across an entire city’s water supply would cost a fortune.

Let's break it down.

2. It Would Cost An Absurd Amount of Money

Let’s say you really did want to dose an entire town through the water system. How much LSD would you need?

For the LSD to have any significant impact on people, you'd need to provide a full psychedelic dose — a simple microdose wouldn't cut it.

A standard oral dose of LSD is about 100–150 micrograms (μg). That’s 0.00015 grams.

In order to ensure a full dose, you'd want the concentration to be high enough for a full dose in a standard ~500 mL glass of water.

This means the concentration needs to maintain the equivalent of 150 μg of active LSD for every 500 mL of water — or around 300 μg/L.

As we've already covered, LSD breaks down rapidly in chlorinated water. To compensate for degradation, you'd need to increase the dose by 10–40x (depending on the local chlorination rate) — that works out to a whopping 3000–12,000 micrograms of LSD for every litre of water.

That's A LOT of acid.

And it’s not just drinking water you’d be dosing — it’s everything. Showers, toilets, laundry, dishwashers, sprinklers. There’s no way to isolate only the water people ingest. You’d have to flood the entire municipal water system.

To get a better idea of just how much LSD this would require, let’s look at real-world cities and their actual daily water usage:

• Burlington, USA (50K Pop.) — 14.2 million liters/day (322 L/person)
• Sacramento, USA (500K Pop.) — 303 million liters/day (606 L/person)
• Calgary, Canada (1.2M Pop.) — 485 million liters/day (373 L/person)
• London, UK (9M Pop.) — 2,000 million liters/day (222 L/person)

Across these cities, the average per capita usage comes out to around 404 liters per person per day. Obviously, this can vary as hotter, drier places like Sacramento use more water per capita than wetter regions like Seattle.

From this 404 L/person/day estimate, we can extrapolate roughly how much LSD we'd need to dose each person with 150 micrograms of active LSD (including an average 20X degradation buffer):

Note: This is bulk or production pricing ($2000/gram). Street-level LSD sells as high as $100K per gram (or anywhere in between).

By the time you reach a population of 500K or more, the idea becomes not only logistically impossible, but financially absurd — into the millions.

On the high-end of the estimate (assuming the city uses around 4 ppm chlorine and the cost to acquire the LSD is closer to $3000/gram), dosing a city could cost as much as $15M per 1 million people.

3. LSD Doesn't Actually Change Our Minds

Even if some rich eccentric decided to blow millions of dollars to dose an entire population with LSD through the water supply, it still wouldn’t achieve what they were hoping for.

In the 1960s, psychedelics became synonymous with peace, love, and rebellion. The hippie movement embraced the idea that LSD itself was the force behind their anti-establishment ideals. But this narrative overlooked a key truth: LSD doesn’t create beliefs — it magnifies them.

Modern research has shown that far right or left-leaning individuals often become more entrenched in their existing views after taking psychedelics — not more open-minded.

One study found that psychedelics can actually reinforce authoritarian tendencies when taken in certain psychological or cultural contexts. There are just as many far-right psychonauts as there are liberal or spiritual ones.

There's even research showing that LSD (and other psychedelics) can generate completely false insights or beliefs.

Regardless, if psychedelics were inherently utopia-generating, we’d likely have seen one by now.

Humans have been taking psychedelic substances for thousands of years — yet no culture has achieved lasting peace through them (or anything else).

Take the Aztecs as an example — this was a society known to use psilocybin mushrooms ceremonially, and their rulers frequently consulted plant spirits for guidance on matters of war, agriculture, and governance. These were not casual users; they built entire rituals and temples around these practices.

And yet, this is the same society that routinely carried out mass human sacrifice — often in gruesome and ritualized ways.

Just read this account from Bernal Díaz del Castillo’s book The True History of the Conquest of New Spain (1568):

“They strike open the wretched Indian’s chest with flint knives and hastily tear out the palpitating heart which, with the blood, they present to the idols in whose name they have performed the sacrifice. They cut off the arms, thighs, and head, eating the arms and thighs at ceremonial banquets. The head they hang up on a beam, and the body of the sacrificed man is not eaten but given to the beasts of prey.”

That doesn’t sound like a society on the brink of enlightenment.

Other societies like the Eleusinian Greeks were also known for their deep traditions in psychedelic usage and spiritual ceremony — and still, these societies came nowhere close to a utopia in which all people were equal, free, or safe from violence.

So no, LSD won't save us from ourselves. It merely amplifies the stories we’re already telling ourselves — for better or worse.

Psychedelics Are Pluripotent

The notion of an “LSD messiah” — that dosing the world could suddenly awaken everyone to peace and harmony — is based on a flawed assumption: that psychedelics have an inherent moral direction.

Psychedelics are non-specific amplifiers — they don’t implant a particular set of values; instead, they magnify the cultural, political, and psychological contexts already within our minds.

Some might argue that LSD, being synthetic, is somehow disconnected from the moral logic of the natural world — but that’s just the appeal to nature fallacy in disguise: the assumption that if something is natural, it must be good.

So what about our psychedelic plant teachers — things like ayahuasca, magic mushrooms, and mescaline? Are they guides toward truth, or cultural and moral relativists?

In a sense, they're both. These compounds are politically pluripotent — meaning they can be absorbed into almost any belief system. Contrary to the idea that psychedelics naturally foster progressive, harmonious societies, research shows that authoritarian and hierarchical ideologies can just as easily assimilate the experience of interconnection.

And not all plants come cloaked in kindness. Datura, borrachero, and other deliriants have long been used not to enlighten, but to bewitch, confuse, or control. These spirits aren’t here for free love or utopia — they can just as easily tear a person apart as put them back together.

In short, while psychedelics may open the door to new ways of seeing, they do not guarantee a better world. They don’t lead — they amplify. And what gets amplified depends entirely on who’s holding the mic.

There Are No Shortcuts to Utopia

Whether it's through water supplies or one-dose revolutions, there is no magic button for enlightenment. Psychedelics might shake us awake, but they don’t walk the path for us.

They can open doors, offer insights, even dissolve illusions — but integration, growth, and change still require effort and intention. If psychedelics are teachers, we're still the ones who have to study, reflect, and apply the lessons they give us.

There’s no skipping the work. No molecule will save us from ourselves.

@ e516ecb8:1be0b167

Bitcoin was born as a middle finger to the financial establishment. Its 2008 whitepaper, penned by the enigmatic Satoshi Nakamoto, promised a peer-to-peer (P2P) electronic cash system—a decentralized rebellion against state-controlled money, sparked in the ashes of the global financial crisis. It was a cypherpunk dream: a currency free from banks, governments, and middlemen. But somewhere along the way, Bitcoin lost its soul. What was meant to be a fluid, practical currency has morphed into a clunky, expensive digital vault—a gilded cage for your wealth. Let’s unpack why Bitcoin is broken, why its fixes are flimsy, and why its rebellious spirit is fading into a state-backed shadow of its former self.

The P2P Promise: Shattered by Sky-High Fees Bitcoin’s core idea was simple: send money directly to anyone, anywhere, without a bank skimming off the top. Fast forward to today, and that vision is in tatters. Imagine you’ve got $34 in Bitcoin to send to a friend. By the time it arrives, after transaction fees, they might get a measly $2. According to data from BitInfoCharts, the average Bitcoin transaction fee in early 2025 hovers around $20–$30, with spikes as high as $60 during network congestion. For context, that’s more than the cost of a Venmo transfer or even some international wire fees.

This isn’t a one-off issue. Wallets like Guarda, Exodus, or even hardware wallets like Ledger face the same problem: Bitcoin’s base layer (Layer 1) is so congested that fees make small transactions absurdly impractical. Want to buy a $5 coffee with Bitcoin? You’d lose more in fees than the coffee’s worth. This isn’t P2P money—it’s confiscatory, inefficient, and anything but user-friendly.

Lightning Network: A Band-Aid on a Broken System Cue the Bitcoin maximalists: “But we have the Lightning Network!” Sure, Lightning was introduced as a second-layer solution to scale Bitcoin for smaller, faster transactions. It’s a network of off-chain payment channels designed to handle microtransactions with lower fees. Sounds great, right? Except it’s a patchwork fix that betrays Bitcoin’s original vision.

First, Lightning wasn’t part of Satoshi’s plan—it’s an afterthought, a kludge to address the base layer’s limitations. Second, it’s not universally adopted. According to 1ML, as of early 2025, only about 15% of Bitcoin wallets natively support Lightning. Major wallets like Coinbase Wallet and Trust Wallet still require workarounds or third-party integrations. Why? Because implementing Lightning is complex, and for most users, it involves trusting third-party nodes or custodians to route payments. So much for “be your own bank.”

Worse, running your own Lightning node requires technical know-how—think Linux commands, channel management, and constant monitoring. A 2024 survey by Bitcoin Magazine found that only 8% of Bitcoin users run their own nodes, Lightning or otherwise. For the average person, Lightning isn’t a solution; it’s a hurdle. And if you’re relying on a third party, you’re back to square one: trusting someone else with your money.

Take Adrián Bernabeu, author of Bitcoinismo, who preaches the gospel of self-custody while simultaneously hyping Lightning for micropayments. It’s a contradiction. You can’t champion “not your keys, not your crypto” while pushing a system that often requires third-party intermediaries for practical use. It’s like telling someone to live off-grid but handing them a generator that only works with a utility company’s permission.

A Gilded Cage: Bitcoin as a Store of Value So, if Bitcoin isn’t practical for payments, what’s it good for? The narrative has shifted: Bitcoin is now a “store of value,” a digital gold. Its price has soared—hitting $80,000 in late 2024, per CoinGecko—and its fixed supply of 21 million coins makes it a hedge against inflation. But this shift isn’t just about market dynamics; it’s a consequence of Bitcoin’s own flaws.

Moving Bitcoin is so expensive that it’s often smarter to hodl than to spend. Your wallet becomes an orange-tinted cage, trapping your wealth in a system where transferring value eats away at your holdings. Sure, you could wait for fees to drop, but that’s another nail in the P2P coffin. Real money doesn’t make you wait for a discount to use it. Imagine telling someone, “Hold off on buying groceries until the dollar’s transaction fees go down.” It’s absurd.

OP_RETURN and the Spam Problem: A Network Clogged with Junk Bitcoin’s blockchain isn’t just struggling with fees; it’s also drowning in digital clutter. The OP_RETURN function, meant for embedding small amounts of data (like metadata for smart contracts), has become a dumping ground for everything from NFT inscriptions to random spam. In 2023, Glassnode reported that OP_RETURN transactions accounted for nearly 20% of Bitcoin’s block space during peak periods, crowding out legitimate transactions and driving up fees.

Proposed fixes from Bitcoin Core and Knots—like limiting OP_RETURN data size or tweaking mempool rules—are more Band-Aids. They don’t address the root issue: Bitcoin’s block size limit. Capped at 1MB (or roughly 4MB with SegWit), Bitcoin can only process about 3–7 transactions per second, compared to Visa’s 24,000. Increasing the block size could ease congestion and lower fees, but Bitcoin Core developers have resisted this for years, citing concerns about centralization.

Here’s the kicker: Bitcoin Cash (BCH), a 2017 fork of Bitcoin, raised its block size to 32MB and processes transactions at a fraction of the cost. BCH’s average fee in 2025 is under $0.01, per BitInfoCharts. Bitcoin maximalists dismiss BCH as a failed experiment, but it’s hard to argue with the numbers. A larger block size reduces spam’s impact because legitimate transactions dominate. Admitting this, though, would mean conceding defeat in a years-long ideological battle. And Bitcoiners hate losing.

From Rebellion to Regulatory Lapdog Bitcoin’s cypherpunk roots are fading fast. What started as a revolt against state control is cozying up to governments. El Salvador made Bitcoin legal tender in 2021, but its state-backed Chivo wallet (built on Lightning) is riddled with bugs and usability issues, according to a 2024 Reuters report. Meanwhile, Bitcoin Core developers have lobbied for institutional adoption, with figures like Michael Saylor advocating for Bitcoin as a strategic reserve asset for governments and corporations.

This is a far cry from Satoshi’s vision. A 2023 post on X revealed that Core developers met with U.S. regulators to discuss Bitcoin’s role in national reserves—a move that reeks of compromise. The same system Bitcoin was meant to disrupt is now being courted. If governments start subsidizing Bitcoin mining to protect their reserves, as some speculate, the irony will be complete: a decentralized dream bankrolled by fiat.

The Looming Threats: Quantum and Mining Woes Bitcoin’s problems don’t end with fees and politics. Quantum computing looms on the horizon. A 2024 MIT Technology Review article estimated that quantum computers capable of breaking Bitcoin’s ECDSA cryptography could emerge by 2030. This threatens “Satoshi-era” wallets—those holding early, unspent coins—potentially undermining trust in the entire blockchain.

Then there’s mining. Bitcoin’s proof-of-work system is energy-intensive, with global mining consuming 150 TWh annually, per the Cambridge Bitcoin Electricity Consumption Index. As block rewards halve (the next halving is in 2028), miners will rely more on transaction fees. Higher fees mean even less practicality for P2P payments, locking Bitcoin further into its “digital gold” trap. If states step in to subsidize mining, as some X posts have speculated, Bitcoin’s anti-establishment ethos will be dead in the water.

The Final Irony: Paying for Freedom with Fiat Bitcoin promised to replace fiat currency, but its flaws are pushing it toward a bizarre dependency on the very system it sought to destroy. If governments subsidize mining or adopt Bitcoin as a reserve asset, we’ll be left with a bitter irony: a supposedly revolutionary asset propped up by fiat. The cypherpunk dream will have come full circle, not as a triumph, but as a compromise.

So, is Bitcoin broken? Yes. It’s a victim of its own success—too valuable to spend, too clunky to use, and too compromised to stay true to its roots. The question isn’t whether Bitcoin can be fixed; it’s whether its community has the courage to admit what’s wrong. Until then, your Bitcoin wallet remains a shiny, orange prison—a relic of a rebellion that forgot how to fight.

@ 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.

@ cae03c48:2a7d6671

Bitcoin Magazine

Jack Mallers Announced A New System of Bitcoin Backed Loans at Strike

The Founder and CEO of Strike, Jack Mallers, at the 2025 Bitcoin Conference in Las Vegas, announced a new system of Bitcoin backed loans at Strike with one digit interest rate.

Jack Mallers began his keynote by pointing at the biggest problem. Fiat currency. 

“The best time to go to Whole Foods and buy eggs with your dollars was 1913,” said Mallers. “Every other time after, you are getting screwed.”

What’s the solution?

“The solution is Bitcoin,” stated Mallers. “Bitcoin is the money that we coincide that nobody can print. You can’t print, you can’t debase my time and energy, you cannot deprive me of owning assets, of getting out of debt, of living sovereignly and protecting my future, my family, my priced possessions. Bitcoin is what we invented to do that.”

Mallers gave a power message to the audience by explaining that people should HODL every dollar they have in Bitcoin. People should also spend a little of it to have a nice life.

“You can’t HODL forever,” said Jack.

While talking about loans that people borrow against their Bitcoin. He explained why he thinks banks putting 20% in interest for loans backed with Bitcoin is outrageous.

“All these professional economists, they are like Bitcoin is risky and volatile,” stated Mallers. “No it’s not. This is the magnificent 7 one year volatility and the orange one in the middle is Bitcoin. It’s no more risky and volatile. It’s a little bit more volatile than Apple, but is far less more volatile than Tesla.”

“As Bitcoin matures, its volatility goes down,” continued Jack. “Bitcoin volatility is at a point where it is no more risky than a Tesla Stock. We should not be paying double digits rates for a loan.”

Mallers announced his new system of loans at Strike of 9-13% in interest rates. It will allow people to get loans from $10,000 to $1 billion. 

Mallers closed by saying, “please be responsible. This is debt. Debt is like fire in my opinion. It can heat a civilization. It can warm your home, but if you go too crazy it can burn your house down.”

“Life is short,” said Jack. “Take the trip, but with bitcoin you just get to take a better one.”

This post Jack Mallers Announced A New System of Bitcoin Backed Loans at Strike first appeared on Bitcoin Magazine and is written by Oscar Zarraga Perez.

@ 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. 👀️️️️️️

@ 3a7c74bb:bbdd5960

• The Foundation (12th Century)

The territory that would become Portugal was originally part of the Kingdom of León and Castile. But in 1128, the young nobleman Afonso Henriques confronted his own mother at the Battle of São Mamede, taking control of the County of Portugal (Condado Portucalense).

In 1139, after winning the Battle of Ourique, he declared himself King of Portugal. Independence was recognized in 1143 by the King of León and confirmed by the Pope in 1179.

• Expansion and the discoveries (14th–16th Centuries)

In the following centuries, Portugal consolidated its territory and set out to sea. The 15th century marked the beginning of the Portuguese Discoveries:

🚢 1419–1420 – Discovery of Madeira and the Azores 🚢 1488 – Bartolomeu Dias rounds the Cape of Good Hope 🚢 1498 – Vasco da Gama reaches India 🚢 1500 – Pedro Álvares Cabral discovers Brazil

During this period, Portugal created a vast maritime empire with colonies in Africa, the Americas, Asia, and Oceania.

• Iberian Union and the restoration (1580–1640)

In 1580, after a dynastic crisis caused by the death of King Sebastian, Portugal came under Spanish rule in what is known as the Iberian Union. For 60 years, the Spanish kings ruled Portugal until, in 1640, a revolt led by John IV restored Portuguese independence.

• The decline of the Empire and the 1755 earthquake

The 18th century was marked by the Lisbon earthquake of 1755, one of the greatest disasters of its time, which destroyed much of the capital. The Marquis of Pombal led the country’s reconstruction and modernization.

The empire began to weaken, culminating in the independence of Brazil in 1822.

• Wars, republic, and dictatorship (19th–20th Centuries)

Portugal faced internal crises and took part in World War I. In 1910, the monarchy fell and the Portuguese Republic was proclaimed.

In the 20th century, the country lived under the Estado Novo dictatorship (1933–1974), led by António de Oliveira Salazar. In 1974, the Carnation Revolution brought democracy, and the following year, the last African colonies gained independence.

• Modern Portugal (21st Century)

In 1986, Portugal joined the European Union, marking a period of growth and modernization. Today, it is a democratic country with a rich culture and a history that continues to inspire the world.

• And what about the islands?

The Autonomous Regions of Madeira and the Azores play a fundamental role in Portuguese identity. Discovered in the 15th century, they have been part of Portugal ever since and have their own regional governments.

Madeira is known for its wine and stunning landscapes, while the Azores are famous for their volcanic nature and unique culture.

Thank you very much for reading this far. I hope everything is well with you, and sending a big hug from your favorite writer from Madeira. Long live freedom!

@ 8c7778fc:7689822c

Trong thời đại mà tài chính cá nhân ngày càng trở nên phức tạp, việc kiểm soát chi tiêu và đầu tư hiệu quả đòi hỏi mỗi người phải trang bị cho mình tư duy quản lý thông minh và khoa học. VN78, tuy nổi bật với vai trò là nền tảng giải trí trực tuyến, lại mang đến một giá trị khác biệt: góp phần xây dựng tư duy tài chính bền vững cho người dùng. Mỗi hoạt động tại VN78 – từ lựa chọn trò chơi, cân nhắc đặt cược, đến quản lý quỹ thưởng – đều yêu cầu người chơi phải đưa ra quyết định dựa trên tính toán, giới hạn và chiến lược. Đây chính là cơ hội để luyện tập kỹ năng phân bổ nguồn lực, quản lý rủi ro và xác định mục tiêu dài hạn trong bối cảnh giải trí có kiểm soát. Người tham gia VN78 thường xuyên được nhắc nhở về giới hạn cá nhân, nguyên tắc chơi có trách nhiệm, và cách tối ưu hóa lợi nhuận mà không đánh mất sự an toàn về mặt tài chính. Qua đó, VN78 không chỉ là sân chơi may rủi, mà còn là nơi hình thành lối sống tài chính chủ động, giúp người dùng nhận thức rõ hơn về giá trị của đồng tiền và cách đầu tư hiệu quả vào những trải nghiệm có ích.

Bên cạnh việc thúc đẩy tư duy tài chính cá nhân, vn78 còn xây dựng một môi trường quản lý thời gian đáng học hỏi. Một trong những thử thách lớn của người hiện đại là làm chủ thời gian – tài nguyên hữu hạn nhưng dễ bị lãng phí. Các tính năng chơi thông minh trên VN78 như giới hạn thời gian, nhắc nhở đặt cược có kiểm soát, hay bảng theo dõi lịch sử hoạt động, đều giúp người chơi hiểu rõ hơn về nhịp độ sử dụng thời gian của bản thân. Điều này tạo điều kiện để họ xây dựng thói quen kiểm soát thời lượng giải trí, không để ảnh hưởng đến công việc hay đời sống cá nhân. VN78 luôn truyền tải thông điệp rõ ràng: chơi là để giải trí, thư giãn và làm giàu tinh thần – nhưng mọi thứ phải nằm trong sự chủ động của người chơi. Bằng việc cung cấp công cụ theo dõi, cảnh báo và thống kê thời gian sử dụng, VN78 giúp người dùng rèn luyện tính kỷ luật và biết cân đối giữa vui chơi và trách nhiệm cuộc sống, từ đó định hình nên phong cách sống hiện đại, hiệu quả và lành mạnh hơn mỗi ngày.

Không dừng lại ở tư duy tài chính và quản lý thời gian, VN78 còn đồng hành cùng người dùng trong việc nâng cao ý thức về giá trị bền vững của trải nghiệm sống. Với các chương trình khuyến mãi thiết kế thông minh, chính sách thưởng linh hoạt theo hành vi chơi có trách nhiệm và chu kỳ nạp – rút rõ ràng, nền tảng này khuyến khích người dùng quay lại không phải vì cảm giác may rủi, mà vì sự ổn định, minh bạch và giá trị dài hạn mà họ nhận được. Việc xây dựng hệ sinh thái tích hợp nhiều tiện ích như ứng dụng di động, hỗ trợ trực tuyến 24/7, nạp rút qua ví điện tử và ngân hàng uy tín khiến VN78 trở thành một phần trong thói quen tiêu dùng số hiện đại. Đây không chỉ là nơi mang lại giải trí, mà còn là công cụ hỗ trợ người dùng học cách đánh giá giá trị của mỗi lựa chọn – từ thời gian, tiền bạc đến mức độ cam kết cá nhân. Khi tư duy bền vững và thái độ sống có trách nhiệm được khuyến khích từ những trải nghiệm nhỏ nhất như vậy, VN78 đã và đang góp phần hình thành một thế hệ người dùng mới – chủ động, tỉnh táo và thông minh hơn trong mọi quyết định cuộc sống.

@ 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.

@ 9c9d2765:16f8c2c2

CHAPTER THIRTY FIVE

“Ladies and gentlemen,” James began, his voice firm but serene, “we have reached a stage where the name JP Enterprises must stand not only for affluence and innovation but also for responsibility and reinvention.”

The team leaned in, captivated by his tone.

“I’ve given this much thought,” he continued, “and it’s time we invested not just in profitable ventures but in communities especially those that raised men like me.”

Whispers of approval circled the room. James unfolded a series of blueprints and documents, revealing a new initiative named The Phoenix Foundation, a massive philanthropic wing of JP Enterprises aimed at funding education, rebuilding impoverished neighborhoods, and providing mentorship for underprivileged youth.

“This isn’t charity,” James clarified. “This is legacy.”

Meanwhile, on the other side of the city, Mark and Helen were dealing with the crushing weight of public disgrace. Their failed scheme had made headlines. Investors withdrew, associates distanced themselves, and even loyal allies now whispered behind their backs.

Helen slammed a newspaper onto the glass table in frustration. “They’ve blacklisted us from another tender. Mark, we’re becoming irrelevant!”

Mark, who had been pacing the room like a caged animal, finally stopped. “It’s not over. We still have leverage somewhere. James isn’t invincible.”

Helen scoffed. “Tell that to the world. They worship the ground he walks on. You think you can bring down a man who rose from being a street outcast to owning the city’s largest enterprise?”

Mark’s eyes darkened. “He bleeds, Helen. Everyone has a weak spot. We just haven’t found him yet.”

But even as their desperation festered, James was rising even higher. A televised interview had been scheduled where he would unveil The Phoenix Foundation. The nation watched eagerly. Sitting on a minimalist stage, flanked by banners of the foundation’s vision, James spoke from the heart.

“I know what it means to be invisible,” he said. “I know what hunger, shame, and rejection feel like. I’ve lived it. But I also know the power of one opportunity, one person who believes in you. Through this foundation, I want to be that person for thousands.”

The applause was thunderous, not only from the live audience but from homes, offices, and schools where people were inspired by his journey.

The days following the televised launch of The Phoenix Foundation brought waves of admiration and support from across the country. Letters of gratitude flooded JP Enterprises from parents whose children now had access to scholarships, to small business owners revitalized by community grants. James, once shunned and dismissed, was now a symbol of unshakable strength, resilience, and grace under fire.

But in the shadows, the remnants of Mark and Helen’s influence continued to decay.

With the media fixated on James’s rise and the overwhelming success of the foundation, Helen had become a recluse, seldom leaving her estate. The curtains were always drawn, the halls eerily quiet, and every incoming call was a potential threat to her already-battered reputation. Her once-prized social invitations had vanished, and even her closest acquaintances now found convenient excuses to avoid her.

One afternoon, as she sat on her leather chaise, surrounded by unopened letters and wilting orchids, her phone buzzed. It was Mark.

"We need to talk," his voice came through, rough and urgent.

"Unless you’ve figured out a way to reverse time or erase James from existence, I’m not interested," she replied dryly, her voice thick with exhaustion.

"I’ve been digging into his foundation. There might be something," he said, the faintest glimmer of his former arrogance returning.

Helen raised a skeptical brow. "You mean the only project that has made him a national hero overnight? Do enlighten me."

Mark hesitated for a moment, then spoke. "I have a contact. Someone who worked closely with James during his street days. She claims there's more to his story, something about a deal gone wrong before Ray Enterprises even noticed him."

Helen’s eyes narrowed. "You better not be chasing another ghost story, Mark. We’ve lost everything playing that game."

Meanwhile, back at JP Enterprises, James was unaware of the new whispers trailing behind him. His focus remained undivided, channeling his efforts into real progress. He visited schools sponsored by the foundation, shook hands with young entrepreneurs, and held intimate town hall meetings to listen to citizens’ concerns. His sincerity was unmistakable.

One evening, as he stood at the balcony of his high-rise office, looking over the city he once roamed as a stranger, his uncle Charles joined him.

"You’ve come a long way, James," Charles said, resting a firm hand on his shoulder. "Your father may have doubted you once, but now he sees what we always knew: you're more than capable of carrying this legacy."

James nodded slowly. "It’s not about the legacy anymore, Uncle. It’s about changing lives. If we succeed, JP Enterprises won’t just be remembered for profit margins, it'll be remembered for its heart."

And indeed, that heart had begun to beat in places once forgotten.

"Sir, there's something you might want to take a look at," James's personal assistant said as she stepped into his office, holding a manila folder with both hands.

James looked up from his tablet, where he had been reviewing the upcoming development plans for The Phoenix Foundation outreach program in rural districts. "Is it urgent?"

Tracy’s expression was uneasy. "I believe so. It slipped into the front reception without a name. Just labeled ‘To the President, Personal.’ We scanned the documents. They’re… sensitive."

James gestured for her to bring it over. He leaned back in his chair as she placed the folder before him and stepped away. Slowly, he opened it, revealing a series of photographs, transcripts, and one shocking email thread. His eyes narrowed as he scanned the contents. There it was detailed records of recent communications between Mark and a former government contractor, outlining a clandestine attempt to discredit The Phoenix Foundation by faking embezzlement allegations.

"So they haven’t learned their lesson," James muttered to himself, his jaw tightening.

Tracy, standing silently nearby, asked cautiously, "Should I inform legal?"

"Not yet," he replied, standing and pacing toward the window. "Let them think they still have the upper hand. We’ll collect more. I want this to be their final mistake, not just another slap on the wrist."

From the 39th floor, the skyline shimmered in the twilight. But beneath the golden hues of the sunset, darkness moved silently, calculating its next step.

Across town, in an upscale but dimly lit lounge, Mark and Helen sat across from each other, their faces drawn and wary. They were meeting a woman known only as "Seraphina," a discreet broker of information and, when needed, scandal.

@ cbaa0c82:e9313245

TheWholeGrain - #May2025

Last May, during our first year of releasing content we created and awarded our first badge on NOSTR. It was the first minting of the Official Fan Badge. We wanted to do it again a year later!

As Bread and Toast moves along we want to be able to recognize the fans who motivate us to keep sharing our journey and all of our adventures!

Our first Sunday Single of May 2025 was a tribute to all the fans we currently have because there is nothing quite like a good fan! As previously mentioned, we also released the second minting of the Official Fan Badge! Thank you to everyone who follows, zaps, reacts, and comments on all of the notes posted to NOSTR by Bread and Toast!

Even more incredible than that was the announcement of the Yarn Buddy! A yarn based plushie of Bread handcrafted by the one and only Yarnlady! The announcement was made on May 19th, and it is without a doubt our best merchandise product so far! https://i.nostr.build/cscbHW6oWqVtxmyT.png Learn more about the Yarn Buddy below.

Sunday Singles - May 2025 2025-05-04 | Sunday Single 91 Title: A Good Fan We cannot say this enough... We love our fans! https://i.nostr.build/h6KzGz8kleYdmQxM.png

2025-05-11 | Sunday Single 92 Title: Hang Gliding Bread loves the thrill of flying through the air https://i.nostr.build/JCA656iy7L9bDLYF.png

2025-05-18 | Sunday Single 93 Title: String Theory Bread stumbled upon a spool of yarn and got an idea. It might knot be what you expected... Yarn't gonna believe what's coming next! https://i.nostr.build/mazQZkGKwzUz1O3O.png

2025-05-25 | Sunday Single 94 Hot Air Balloon Sometimes Bread and End-Piece claim Toast is full of hot air so why not put it to some use! https://i.nostr.build/1VIeBl2rW7aVD6Hb.png

Adventure Series: Questline The effects of the darkness of the forest begin to become stronger as Toast and End-Piece lose sight of Bread and the light of the magical staff.

Artist: Dakota Jernigan (The Bitcoin Painter) Writer: Daniel David (dan 🍞)

2025-05-06 | Questline 009 - Pitch Black Due to their hesitation, Toast and End-Piece lose sight of their leader's magical light... They try to stay close to one another for their own safety, but no one ever feels safe in the pitch black darkness of the forest. https://i.nostr.build/Kre0BR4ylKShhTLE.png

2025-05-20 | Questline 010 - A Light in the Dark With a magical staff lighting the way Bread keeps a quick pace in order to get through the forest as quick as possible. However, Bread begins to notice all the webs that surround the trees. With sudden concern for fellow comrades Bread turns around surprised to realize that they are no longer even there. https://i.nostr.build/KsyReXgigDlLxiLr.png

Other Content Released in May 2025 2025-05-07 | Toast's Comic Collection Title: Jugbread #13 Everyone knows Toastie’s best friend, Jugbread Jones! https://i.nostr.build/TM3fpLyVkB7PcRuK.png

2025-05-14 | Concept Art Title: Cat Attack! At some point the characters are going to face perilous challenges in the world. For example, the characters could easily come across a cat that would be quick to attack them! https://i.nostr.build/19t1GYXvmXbKUO0q.png

2025-05-21 | Bitcoin Art Title: Nodes Block Height: 897690 Every slice of bread is like an individual using the network! https://i.nostr.build/3MvvAP9RaAd7ZPwt.png

Additions to The Bakery in May 2025 We had one addition to The Bakery this past month from Dessert Dave! He says it's desert, but we'd prefer dessert. Check it out!

2025-05-17 | npub1mgvmt553uphdpxa9gk79xejq3hyzh2xfa8uh6vh236nq78mvh74q8tr9yd https://r2.primal.net/cache/c/16/80/c16806be2aa6ee9b61e5da3a291d858fb58d09598927feecf25de44c537a5a86.jpg

New Nostr Badges 2025-05-19 | Merchandise Supporter - Yarn Buddy https://i.nostr.build/U8sxNZIRHQCIgpi4.png

2025-05-20 | Official Yarn Maker https://i.nostr.build/ADe8HYeMEIQjufxM.png

2025-05-20 | Official Fan Badge 2025 https://i.nostr.build/1pEnSnW4g7nv4is7.png

Merchandise Announcement Bread and Toast made an announcement this past month on May 19th after a Sunday Single that was secretly a tease of the release with the Yarn Buddy (Limited Supply). The Yarn Buddy was made in collaboration with Yarnlady, a skilled yarn weaver who is a master of her craft. https://i.nostr.build/L5Mh74eGiB8sO1VG.png

If you are interested in purchasing the Yarn Buddy contact us by email at store@breadandtoast.com with "Yarn Buddy" in the subject line! There are only 10 in total available.

Thank you for checking out the ninth issue of The Whole Grain. The Whole Grain is released near the beginning of every month and covers all of the content released by Bread and Toast in the previous month. For all of Bread and Toast's content visit BreadandToast.com!

If you read this then you must be our biggest fan! Bread, Toast, and End-Piece

BreadandToast #SundaySingle #Questline #ToastsComicCollection #ConceptArt #BitcoinArt #Merchandise #Bread #Toast #EndPiece #Artstr #Comic #Cartoon #NostrOnly #🍞 #🖼️

List of nPubs Mentioned: Yarnlady: npub1hgvtv4zn2l8l3ef34n87r4sf5s00xq3lhgr3mvwt7kn8gjxpjprqc89jnv

The Bitcoin Painter: npub1tx5ccpregnm9afq0xaj42hh93xl4qd3lfa7u74v5cdvyhwcnlanqplhd8g

Desert Dave: npub1mgvmt553uphdpxa9gk79xejq3hyzh2xfa8uh6vh236nq78mvh74q8tr9yd

dan 🍞: npub16e3vzr7dk2uepjcnl85nfare3kdapxge08gr42s99n9kg7xs8xhs90y9v6

@ 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.

@ 9c9d2765:16f8c2c2

CHAPTER THIRTY FOUR

One evening, as the amber light of sunset poured through the massive windows of his penthouse, James sat quietly with a leather-bound journal in hand. It was filled with handwritten notes, sketches of business concepts, and scribbled affirmations from the years he spent in isolation.

Each page was a memory. A scar. A vow.

There, in solitude, his thoughts returned to the past not with bitterness, but with clarity. He remembered the cold nights behind Ray Enterprises, the condescending glares, the endless humiliation. Yet, in those moments of degradation, a fire had been lit within him a fire that now fueled empires.

Suddenly, his phone vibrated. A message from his father.

“Proud of you, son. Your mother and I would love to have dinner this weekend with just the three of us.”

James smiled faintly. The wound of abandonment hadn’t fully healed, but the gesture was a stitch in the fabric of reconciliation.

He replied simply, “I’ll be there.”

Downstairs in the JP lobby, a woman in her sixties entered hesitantly. Her clothes were modest but clean, and her eyes scanned the space with nervous curiosity. The receptionist greeted her with a polite smile.

“Good evening, ma’am. Do you have an appointment?”

“No,” she said softly, her hands wringing the strap of her purse. “I don’t. But… Can you tell Mr. James that Clara is here? He might remember that I used to give him leftover bread from my shop… when he had nowhere to go.”

The receptionist looked surprised but composed. “Please have a seat. Let me reach out to him.”

Moments later, James was informed. His heart caught for a second.

Clara.

He remembered her clearly as one of the few who had shown him kindness when the world turned its back. Without hesitation, he descended to the lobby.

As the elevator doors slid open, their eyes met. Clara gasped, tears already forming. “You’ve grown into such a fine man,” she whispered.

James walked up to her, gently took her hand, and with a voice rich in emotion said, “You fed me when I was invisible to the world. You gave me more than bread you gave me dignity. Thank you.”

He led her into his private lounge, offering tea and a warm meal, listening to her speak of her late husband, her children, and the small bakery she still ran despite her age.

Before she left, James handed her an envelope.

“I’d like to invest in your bakery,” he said. “Not for business just because every child in this city deserves to taste the kindness I received from you.”

Clara’s hands trembled as she opened the envelope, eyes widening at the check inside.

“Sir, there’s someone waiting in the executive lounge… says she knows you,” Rita informed James softly as she stepped into his office.

James, seated behind his grand mahogany desk, looked up with a faint furrow between his brows. “Who is it this time?” he asked, his voice calm but tired. It had been a long day of meetings, legal signings, and strategic calls.

“She gave her name as Olivia. Said she knew you... back when things were hard.”

James’s breath hitched momentarily. That name wasn't one he had heard in years. Slowly, he rose from his chair, buttoning his jacket with deliberate poise. “Send her in,” he said, his voice unreadable.

Moments later, the door opened and in walked Olivia slender, worn by time, but still carrying the same fiery glint in her eyes. She looked around the opulent office, her gaze settling on James.

“You’ve changed,” she said, almost in awe. “But those eyes… still the same.”

James didn’t speak for a moment. He merely gestured for her to sit, though he remained standing. “Why are you here, Olivia?”

She hesitated, then dropped her bag onto the seat and looked at him with measured defiance. “Because I wanted to see for myself. To see if it was true. That the man who once cleaned floors for my father now owns one of the most powerful corporations in the country.”

James chuckled softly, though there was no humor in it. “Funny how life works, isn’t it?”

She looked down, biting her lower lip. “I was young. Naive. Cruel, even. I regret what I said to you… how I treated you.”

“You don’t need to apologize,” James said, walking to the window and staring out at the golden cityscape. “Back then, your scorn was just one of many. It built me. Sharpened me.”

A long silence passed between them, heavy but not hostile.

“Are you happy?” she finally asked, voice softer now.

James turned to her slowly, his gaze steady. “Happiness is fleeting. But peace? I’ve found some. Purpose, too.”

She stood, eyes glossy. “I wanted to say I’m proud of you… and maybe, to ask if there’s a chance to start again. As friends. Nothing more.”

James studied her for a moment before nodding slightly. “Friendship... I can afford that now.”

They exchanged no handshake, no hug, just a mutual understanding. Olivia left quietly, and as the door closed, James sighed.

Outside his office, the world buzzed, phones rang, executives walked briskly past, deals were being sealed. But in that quiet moment, James returned to his desk, pulled out the photo of his younger self tucked into the drawer, and stared at it.

As the days passed, the wind of change blew steadily across the corridors of JP Enterprises. The company’s reputation had not only recovered from the smear campaign instigated by Mark and Helen but had soared beyond expectation. The public, once skeptical, now admired James even more for his composure under pressure and his resilience amidst controversy.

Within the elegantly marbled boardroom of JP Enterprises, James convened a confidential meeting with his top executives and legal team. The atmosphere was laced with anticipation and reverence.

@ ef53426a:7e988851

Welcome back to the SWC, folks. We’re about to witness the Money in the Bank title eliminator. The wrestler who climbs the ladder and grabs the briefcase filled with money will be next in line to challenge for the Shitcoin World Championship belt.

Special guest referee ‘Risk-Free’ Raúl Mal starts the action between Sergeant Sol Anna and The Ethereal Ghoul. There’s the bell. The Coinbase Arena is a complete sellout tonight. Who will emerge as the next contender?

The ghoul runs at the ropes and flies at his opponent with a clothesline. Sol Anna dips under, then dips again on the return. The ghoul crashes into the referee instead, and he is down. A ripple of laughter from the audience. Looks like Mal took a knee to the nuts.

Great counter by the sergeant, and the ghoul hits the canvas face-first. A quick elbow drop, then another. My god, she goes down hard. The ghoul blocks through muscle memory, and Sol Anna crosses the ring to take a run-up. Bam. Proof of Stake! What a move. Now she turns her focus to setting up the ladder.

The referee is back up and checks on the downed wrestler.

Sol Anna gets one foot on the ladder. She’s climbing up, but back comes the ghoul.

A blow to the face. And another. No effect. The ghoul latches on and drags Sol Anna back to the canvas.

They lock up, and Sol Anna whips the ghoul into the ladder. By gawd, he’s broken in half! Now what’s she doing? She’s out of the ring, looking under the skirting. What’s that? No. Somebody stop her. Weapons aren’t part of this. That metal could do some serious damage — it’s a hard fork!

The referee comes over to put a stop to this. It’s not legal, even in a hardcore ladder match.

She’s got three seconds to get back in the ring, or it’ll be a count-out. The hard fork will have to wait.

Ethereal Ghoul OUTTA NOWHERE with the NFT! And the referee is down again. Mal’s back was turned. Oh, the humanity. What a dirty trick. And again, a boot to the nether regions. That man is writhing in pain on the floor.

Sol Anna slides back into the ring. She sets up a second ladder while the ghoul doles out more punishment to Raúl Mal.

Now he spots the green of the sergeant’s uniform halfway to the briefcase. Ethereal drags her down. A roundhouse kick connects. He gets into position behind Sol Anna. He lifts her up, looking for the Omega Candle, but no, she reverses and gets his neck. Ooh, the ghoul is in serious trouble here. The tether choke is locked in, but the ghoul can’t tap. The guest referee is still sprawled on the canvas, a mess of black and white stripes.

Sol Anna releases and goes for the first ladder. She gets halfway up, and the Ethereal Ghoul gets to his feet. He’s on the other ladder. How does this work? Will they both go for it? That dangling briefcase is so close—

Wait. Is that the Strategy music? It is. Yes, it is! Sexy Sailor comes sprinting down the ramp. The crowd erupts. Listen to that roar. “Sailor. Sailor!”

Can they still make it to the briefcase? One more step for Sol Anna. The ghoul is close, but Sailor scoots into the ring. He’s got the ladder by the bottom rungs.

Oh, the crowd knows what’s coming. Sol Anna shakes her head. Don’t do it.

“Do it. Do it,” the crowd chants.

Sailor grins at the camera. The rugpull! RUGPULL! He rips the ladder away and Sergeant Sol Anna bounces off the turnbuckle and crashes to the canvas. Oh brother, that looked painful.

Now he’s got the ghoul in his sights. Another rugpull. Ethereal Ghoul is down. I think he fell right on top of the referee.

“Michael. Michael,” the crowd sings.

Both contenders look completely out of gas. And then there’s this guy. He’s got a microphone. What’s Sexy Sailor going to tell us?

“I’m going to set up this ladder here and teach these two shitcoiners a lesson.”

Chants of “SWC, SWC,” ring out.

Sailor scales the ladder, mic in hand.

There’s a hush in the arena.

“What do we say when some contender claims to be the next big thing?”

Still quiet.

“We say this. THERE IS NO SECOND BEST.” Sailor drinks in the atmosphere and puts his hand to his ear, motioning for the crowd to continue.

60,000 people in unison chant, “THERE IS NO SECOND BEST CRYPTO ASSET.”

Sailor reaches for the briefcase. He has it. Sexy Sailor wins the Money in the Bank match. Confetti falls and he climbs back down to the canvas. Ethereal Ghoul and Sergeant Sol Anna slink out of the ring, hobbling back up the ramp.

“Wait,” he says. “Let’s see what’s in this briefcase.”

Oh my, he’s tossing banknotes everywhere. Covering the ring. Some have floated in the crowd. It’s like an ATM explosion.

“Hey, ghoul. Sol Anna. You see this paper? It’s even more worthless than you.”

Finally, the guest referee Raúl Mal gets back to his feet. He raises Sexy Sailor’s hand, confirming the winner of the Money in the Bank match CryptoSlam 2025.

Oh no! Not again. Sailor takes aim at Mal’s groin. Blam. Money shot. And again. Mal is down again. Surely he can’t come back from this.

“I’ve still got this mic. It’s over when I say it’s over.”

A few more shouts of “Sailor” ring out.

“This is what I think of your worthless fiat.”

He’s dropping his pants. Not again. Oh no. This is not what SWC audiences want to see.

“All these banknotes are good for… is wiping my gray hairy ass.” He turns to the contenders still fleeing the scene. “Have fun staying poor, shitcoiners,” he screams, and then drops the mic.

What an event. What a match, people!

Keep watching. We’ve got the Royal Rugpull coming right up. Thirty-two of SWC’s top memecoins are battling it out here at CryptoSlam 25. Don’t go ANYWHERE.

@ 005bc4de:ef11e1a2

Succotash: the connection game

Succotash is a simple "connection game" like Hex or Tak. Would love to hear any feedback.

You can take a look or play at https://succotash.vercel.app

Below is "the story"...

---

Serendipity: the occurrence and development of events by chance in a happy or beneficial way.

The past few days, a delightful series of events occurred and I ended up with Succotash, the game.

You can read about how it started at the Succotash announcement on Hive, but here's the lowdown:

• It began with a photo. One day, my wife lined up our little tomatoes on the counter, I snapped a pic, and put it on Nostr and it was auto-bridged over to Hive. This simple note sparked something unexpected.

• On Hive, @sherah suggested the that photo looked like a game. That gave me an itch. Could moving tomatoes on a grid make a game?
• There are lots of "connection games" where you try to connect your side to your opponent's side. Could I make a simple game?
• I drew a 5 x 5 grid of dots on paper. I had some dry corn kernels and beans nearby, so I placed them on the paper and started moving them around.

• A Hawaiian girl nearby saw what I was doing and looked at me with a very puzzled look. "It's a game. Want to play it?" We gave Succotash the first ever test run. Later that day, my wife and I sat down on the floor and played the game again. It seemed fun enough.
• I posted the announcement on Hive.
• After some suggestions in the comments about adding an element of randomization with a dice roll, I began to build an online version. The initial version 0.0.1 looked like this:

Playing the game, I wanted absolutely wanted the simplicity of corn and beans on paper. But, I felt another element was needed for game play. Plus, I wanted tomatoes. So, I added the chance to earn a sixth player piece, a "Tomato." If you move into both corners of your opponent's home, you earn a sixth game piece. Your Tomato pops into the center square and then you play normally with six pieces.

I'm really pleased with the digital version. The game is only one html file and can actually be downloaded and played offline. But, truth be told, I still prefer the real corn and beans on paper. My wife agrees.

Why "Succotash"?

At first, I wanted a tomato-themed name, but since I was using using corn and beans, "Succotash" seemed perfect - it's a dish that combines corn, beans, and vegetables. I considered calling it the "Texas Caviar Game" (since that recipe has tomatoes along with corn and beans, and because it's delicious), but "Succotash" just sounds more fun. Plus, adding tomatoes to succotash sounds yummy as well.

Keeping It Simple

A big goal was to keep the game simple. All you need is:

• A 5 x 5 grid
• 5 pieces of something and 5 pieces of something else (well, if you play with the tomatoes added, 6 of each)

Starting out, I used corn kernels and beans. But, you could use anything: bottle caps and coins, pieces of paper and paper clips, just five of anything (or 6 with the tomatoes). There is even a way to implement the randomization of an attack, with or without dice, see the Rules. I really like that this game could literally be played in the sand with sticks and stones, like we used to do as kids.

"Wow, I can't believe my little comment helped make this game real... Tomatoes, beans, and corn making a game is just the coolest thing." - sherah

Serendipity sometimes leads to wonderful, organic, and fun creations.

Succotash is open source on GitHub at https://github.com/crrdlx/succotash

Play Succotash online at https://succotash.vercel.app (or play with corn and beans on paper!). If you play, there may be glitches. Likely, there are and suggestions are welcome. Maybe the game will morph a bit further. Either way, I'd love any feedback.

Credits:

• My wife - lining up tomatoes and testing, and for being a good sport while I changed the rules on the fly.
• sherah - the idea of a game.
• Hawaiian girl - curious enough to play the game with me.
• kenny-crane - game play and testing.
• Made with ❤️ by @crrdlx.

Play Succotash online at https://succotash.vercel.app

@ 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

@ 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.

@ d37c9ef4:7fe34241

Em um cenário digital cada vez mais dinâmico e competitivo, plataformas de entretenimento online precisam se destacar oferecendo inovação, confiança e uma experiência marcante para seus usuários. É exatamente isso que a 73BET entrega. Com uma interface moderna, ampla gama de jogos e suporte de qualidade, a plataforma tem conquistado a preferência de jogadores brasileiros que buscam emoção, segurança e praticidade em um só lugar.

Conheça a 73BET: Simples, Rápida e Confiável A 73BET foi desenvolvida com o objetivo de proporcionar uma experiência fluida e satisfatória, tanto para iniciantes quanto para jogadores mais experientes. Seu site conta com um design intuitivo, responsivo e fácil de navegar, seja pelo computador ou dispositivo móvel. Além disso, o processo de cadastro é simples e rápido, permitindo que os usuários comecem a jogar em poucos minutos.

A plataforma é totalmente adaptada às necessidades do público brasileiro, oferecendo suporte em português, métodos de pagamento populares no país (como PIX e transferências bancárias) e promoções exclusivas pensadas para o jogador local. Tudo isso contribui para uma experiência mais confortável e personalizada.

Jogos para Todos os Gostos A variedade de jogos é um dos grandes diferenciais da 73BET. O catálogo é extenso e abrange desde os clássicos jogos de mesa até opções mais modernas com gráficos de última geração. Entre os principais destaques estão:

Slots Online (Caça-níqueis): Com centenas de títulos disponíveis, os jogos de slot da 73BET oferecem temas variados, bônus envolventes e jogabilidade dinâmica. É possível encontrar desde opções simples até máquinas com jackpots progressivos.

Jogos ao Vivo: Para quem busca interatividade, os jogos com crupiês ao vivo são uma excelente escolha. Eles proporcionam uma atmosfera imersiva e realista, onde o jogador pode acompanhar todas as ações em tempo real.

Jogos de Cartas e Mesa: Clássicos como poker, blackjack e roleta também marcam presença na plataforma, em diferentes versões para agradar todos os perfis de jogadores.

Apostas Esportivas: A 73BET também oferece um ambiente completo para quem gosta de esportes. Com cotações competitivas e cobertura de eventos nacionais e internacionais, é possível apostar em futebol, basquete, tênis e muito mais.

Experiência do Jogador: Suporte, Segurança e Recompensas Além da variedade de jogos, a 73BET se preocupa com a experiência completa do usuário. O suporte ao cliente é ágil e funciona 24 horas por dia, garantindo que qualquer dúvida ou problema seja resolvido com rapidez e eficiência.

A segurança também é um pilar fundamental da plataforma. A 73BET utiliza tecnologias avançadas de criptografia para proteger os dados dos usuários, além de contar com políticas claras de privacidade e jogo responsável.

Outro grande atrativo são os bônus e promoções. A plataforma oferece recompensas frequentes, como bônus de boas-vindas, cashback, giros grátis e campanhas sazonais. Esses incentivos tornam a jornada do jogador ainda mais emocionante e vantajosa.

Conclusão: Por que Escolher a 73BET? A 73BET se consolidou como uma das plataformas de entretenimento online mais completas e confiáveis do Brasil. Sua proposta é clara: oferecer diversão de qualidade, segurança nas transações e um atendimento que coloca o jogador em primeiro lugar.

Se você está procurando uma experiência diferenciada, com jogos variados, promoções imperdíveis e um ambiente seguro, a 73BET é a escolha ideal. Cadastre-se hoje mesmo e descubra por que milhares de brasileiros já estão aproveitando tudo o que essa plataforma tem a oferecer.

@ 2cde0e02:180a96b9

pen; monochromized

https://stacker.news/items/995339

@ 55b2e558:31b7679d

Moving out of a rental property can be stressful, especially when your bond is on the line. Between packing boxes and organizing your next place, the last thing you want to worry about is cleaning. That’s where we come in – the End of Lease Experts, delivering Spotless Move Outs that help you get your bond back, stress-free.

Why End of Lease Cleaning Matters When your lease ends, most real estate agents and landlords expect the property to be returned in the same – or better – condition than when you moved in. Missed spots, stained carpets, or dusty vents can result in a portion (or all) of your bond being withheld. A thorough, professional clean isn’t just recommended – it’s often required.

What Makes Us the Experts? At Brisbane Carpet Cleanere we specialize in bond cleaning and end-of-lease cleans that tick every box on your property manager’s checklist. Our trained cleaners use advanced equipment and eco-friendly products to ensure every surface shines. We’re not just surface cleaners – we get into the nooks, crannies, and forgotten corners too.

Our Comprehensive End-of-Lease Cleaning Includes: Full kitchen clean, including oven, stove, and range hood

Bathroom scrubbing, including tiles and grout

Wall spot cleaning and mark removal

Interior window and track cleaning

Carpet vacuuming and optional steam cleaning

Skirting boards, light fittings, and ceiling fans

Garage and outdoor area sweep (optional)

Bond Back Guarantee We’re so confident in the quality of our work that we offer a Bond Back Guarantee. If your agent or landlord isn’t satisfied, we’ll come back and clean for free. Our goal is simple: leave no trace behind so you can move out with peace of mind.

Save Time. Reduce Stress. Get Results. Hiring professional end-of-lease cleaners is an investment in peace of mind. Not only do you save hours of work, but you also increase your chances of getting your full bond back – without the hassle of re-cleans or disputes.

Whether you're in Brisbane or the surrounding suburbs, let us take the pressure off your move with a cleaning service that’s fast, affordable, and spotless.

Ready for a Hassle-Free Move? Call us- 0731529574 today or book online to schedule your End of Lease Clean. End of Lease Experts – Spotless Move Outs. Bond Back Guaranteed.

@ 06639a38:655f8f71

Nostr-PHP

All commits on the main branch between 19-05 and 25-05: https://github.com/nostrver-se/nostr-php/commits/main/?since=2025-05-19&until=2025-05-25 

• Merged PR #95 finish implementing methods Relay and RelaySet
• Merged PR #90 implementing NIP-17 private direct messages

• Made some progress on the persistentConnection class for fetching messages from a relay in runtime (realtime)

New release: 1.8.0

What's Changed

• feat: Implement NIP-05 lookups by @dsbaars in https://github.com/nostrver-se/nostr-php/pull/89
• NIP 44 implementation fix and test improvements by @dsbaars in https://github.com/nostrver-se/nostr-php/pull/88
• remove CLI tool from library - https://github.com/nostrver-se/nostr-p… by @Sebastix in https://github.com/nostrver-se/nostr-php/pull/93
• Add extra metadata fields for profile by @dsbaars in https://github.com/nostrver-se/nostr-php/pull/94
• Finish implementing methods Relay and RelaySet by @dsbaars in https://github.com/nostrver-se/nostr-php/pull/95
• Implement NIP-17 Private Direct Messages by @dsbaars in https://github.com/nostrver-se/nostr-php/pull/90

Full changelog: https://github.com/nostrver-se/nostr-php/compare/1.7.1...1.8.0 
Link: https://github.com/nostrver-se/nostr-php/releases/tag/1.8.0

@ 37fe9853:bcd1b039

yoyoaa

@ 58537364:705b4b85

ความสุขทางโลก ลัทธิสุขนิยมยกย่อง แต่ลัทธิทรมานตนประณาม หากไม่มองว่ากามสุขเป็นพรจากพระผู้เป็นเจ้า คนก็มักมองว่ากามสุขเป็นเครื่องลวงล่อของซาตาน ในเรื่องนี้พระพุทธศาสนาเลือกเดินสายกลาง โดยสอนว่าเราควรทำความเข้าใจกามสุขให้แจ่มแจ้ง ทั้งในแง่เสน่ห์เย้ายวน ข้อจำกัดและข้อบกพร่องทั้งหลาย

เพื่อให้เข้าใจกามสุขอย่างแจ่มแจ้ง เราอาจตั้งคำถามดังนี้: กามสุขสนองตอบความต้องการทางจิตใจแบบใดได้บ้าง และไม่อาจตอบสนองความต้องการแบบใดได้ เพราะเหตุใด

ความต้องการในส่วนที่กามสุขไม่อาจตอบสนองได้ เราควรปฏิบัติอย่างไร

เราหลงเพลิดเพลินและยึดติดในกามสุขมากเพียงใด และกามสุขมีอิทธิพลเหนือจิตใจเราเพียงใด

เราเคยทำหรือพูดสิ่งที่ไม่ถูกต้องเนื่องด้วยปรารถนาในกามสุขหรือไม่

เราเคยเบียดเบียนผู้อื่นเนื่องด้วยปรารถนาในกามสุขหรือไม่

บ่อยครั้งเพียงใดที่สุขทางโลกสร้างความผิดหวังให้เรา

ความคาดหวังมีผลกระทบอย่างไรต่อความสุขทางโลก การทำอะไรซ้ำๆ และความเคยชินส่งผลต่อความสุขทางโลกอย่างไร

เรารู้สึกอย่างไร ยามไม่ได้กามสุขที่เราปรารถนา

กามสุขมีความเกี่ยวข้องกับความซึมเศร้าหรือไม่ กับความวิตกกังวลด้วยหรือไม่

เรารู้สึกอย่างไร เมื่อนึกถึงอนาคตว่า จะต้องพลัดพรากจากสุขทางโลก เนื่องด้วยความเจ็บไข้ ความแก่ และความตาย

การพลัดพรากจากความสุขทางโลกรู้สึกอย่างไรบ้าง

เราตั้งคำถามได้มากมาย และยังตั้งคำถามได้มากไปกว่านี้
หลักสำคัญ คือ ยิ่งเห็นชัดแจ้งในกามสุข เราจะยิ่งเกิดปัญญาและเข้าถึงความสงบมากขึ้น

ธรรมะคำสอน โดย พระอาจารย์ชยสาโร แปลถอดความ โดย ปิยสีโลภิกขุ

@ d37c9ef4:7fe34241

O universo do entretenimento digital tem crescido de forma acelerada nos últimos anos, e o Brasil se destaca como um dos mercados mais promissores da América Latina. Em meio a esse cenário, surge a plataforma BR2024, uma nova opção que está conquistando os jogadores brasileiros com sua proposta inovadora, interface moderna e variedade de jogos eletrizantes.

Conheça a Plataforma BR2024 Lançada com o objetivo de oferecer uma experiência diferenciada para o público brasileiro, a BR2024 combina tecnologia de ponta com um ambiente seguro e acessível. A plataforma foi totalmente desenvolvida pensando nas preferências locais, o que fica evidente já na interface, que é intuitiva, rápida e disponível em português.

O registro é simples e rápido, permitindo que novos usuários criem suas contas em poucos minutos. Além disso, a BR2024 se destaca pelo suporte ao cliente eficiente, com atendimento em tempo real e diversas opções de contato, incluindo chat ao vivo e e-mail.

Jogos para Todos os Gostos Um dos grandes destaques da BR2024 é a sua vasta seleção de jogos, que atende tanto os iniciantes quanto os jogadores mais experientes. Desde os clássicos jogos de cartas até opções modernas com gráficos de última geração, há sempre algo novo para explorar.

Entre os títulos mais populares, estão as roletas virtuais, jogos de dados, máquinas de giro (também conhecidas como slots), além de modalidades com dealers ao vivo — onde o jogador pode interagir com apresentadores reais, criando uma sensação muito próxima da experiência física. Há também seções dedicadas a jogos temáticos e sazonais, ideais para quem gosta de novidades.

Além disso, BR2024 firma parcerias com fornecedores de software de renome internacional, o que garante qualidade visual, jogabilidade fluida e resultados justos, auditados por empresas independentes.

Experiência Imersiva para o Jogador Brasileiro O que realmente diferencia a BR2024 de outras plataformas é o foco total na experiência do usuário. Desde o momento do login até o momento da vitória, tudo é pensado para que o jogador tenha conforto, confiança e diversão.

A plataforma oferece bônus generosos para novos membros, promoções regulares para usuários ativos e um sistema de fidelidade onde o jogador acumula pontos e pode trocar por vantagens exclusivas. Além disso, os métodos de pagamento são variados e incluem opções muito utilizadas no Brasil, como PIX, boleto bancário e carteiras digitais.

Outro ponto que chama a atenção é a compatibilidade com dispositivos móveis. A BR2024 funciona perfeitamente em smartphones e tablets, permitindo que o jogador se divirta a qualquer hora e em qualquer lugar, sem perder qualidade de imagem ou desempenho.

Conclusão A BR2024 chega ao mercado com uma proposta sólida e diferenciada. Com uma plataforma moderna, ampla variedade de jogos e foco total na experiência do usuário, ela se estabelece como uma das principais opções de entretenimento online para brasileiros em 2024. Se você busca diversão, segurança e inovação em um só lugar, vale a pena explorar tudo o que a BR2024 tem a oferecer.

@ 123e53ec:df7e2608

Qu'est-ce que le Cyber-Mawonaj ?

Le Cyber-Mawonaj, c'est l'auto-défense numérique enracinée dans nos cultures afro-caribéennes. C'est refuser la plantation numérique des GAFAM pour cultiver nos propres jardins numériques libres.

Comme nos ancêtres marrons ont fui l'esclavage pour créer des communautés autonomes dans les mornes, nous fuyons la surveillance et l'exploitation des géants du web pour bâtir nos propres espaces.

Pourquoi maintenant ?

Nos données sont le nouveau sucre. Nos vies numériques, les nouvelles plantations. Facebook nous surveille. Google nous profile. Amazon nous exploite.

Pendant ce temps, la Guadeloupe vieillit, sa jeunesse fuit, son économie stagne. Nous devons créer MAINTENANT les outils de notre émancipation numérique et économique.

Nos valeurs

LIBERTÉ - Logiciels libres, données libres, esprits libres AUTONOMIE - Héberger nos services, contrôler nos outils SOLIDARITÉ - Partager les savoirs, mutualiser les ressources CULTURE - Ancrer la tech dans nos langues, nos récits, nos luttes SOBRIÉTÉ - Respecter la terre, économiser l'énergie

Notre vision

Imaginez une Guadeloupe où : - Chaque association a son cloud souverain - Chaque jeune apprend à coder en créole - Chaque entreprise utilise des outils libres - Chaque citoyen contrôle ses données

Ce n'est pas une utopie. C'est un projet.

L'appel

Rejoignez le Cyber-Mawonaj si vous êtes : - Fatigués de nourrir les algorithmes des autres - Prêts à apprendre et partager - Déterminés à construire notre souveraineté numérique

Comment ?

1. Apprenez - Formations aux outils libres
2. Créez - Vos propres services et contenus
3. Partagez - Vos savoirs et ressources
4. Connectez - Via le Fediverse, pas Facebook

Premier pas

Arrêtez de scroller. Commencez à construire.

https://o-k-i.net/

Fediverse : https://bokantaj.o-k-i.net/@sucupira https://gade.o-k-i.net/a/dkxone/video-channels https://www.tiktok.com/@cyber_mawonaj https://www.instagram.com/cyber_mawonaj/

---

"Nèg mawon ka kouri, men sé pou viv lib" (Le nègre marron court, mais c'est pour vivre libre)

CyberMawonaj #Guadeloupe #LogicielLibre

@ 3c7dc2c5:805642a8

🧠Quote(s) of the week:

Fred Krueger: 'Generally, people overanalyze too much. Bitcoin is amazing tech. It works. It has been the top-performing asset in 13 of the last 15 years. Stop with the analysis. Buy it. Don't trade it. Don't look for "entry points". And don't do a 1% allocation either. Grow a pair.'

🧡Bitcoin news🧡

Money. Time. Energy. You only get to pick two… Unless you’re a Bitcoiner. https://i.ibb.co/1Gw9BJdB/Gqspxqd-Xg-AAw03e.jpg

On the 19th of May.

➡️ El Salvador is $357 million in profit on Bitcoin holdings.

➡️Metaplanet ended Monday as Japan's 9th most traded stock, with ¥61.69B ( $425M) daily volume, surpassing Toyota, SoftBank, and Nintendo.

➡️Circle $USDC in "informal talks" to sell itself to Coinbase or Ripple, Fortune reports. WhalePanda: "Imagine running a $60 billion stablecoin in such an incompetent way you can't even turn a decent profit and desperately have to sell."

➡️Panama introduces a bill to allow citizens to buy, sell, and accept Bitcoin freely anywhere in the country.

On the 20th of May:

➡️https://i.ibb.co/v61tLVTc/Grk-OL6x-Ws-AAIGum.jpg

Tick Tock next block, but it seems like we are right on schedule. Bitcoin is doing exactly what it was designed to do.

➡️BTC just hit a new ATH in Argentina Weak currencies first. Then all of them.

➡️ThumzUp Media officially files to raise $500m to buy Bitcoin as a treasury reserve asset.

➡️Indonesian fintech DigiAsia's stock surges over 90% after announcing plans to raise $100M for a Bitcoin treasury.

➡️River: America’s story began with sound money. Hard-working Americans saved their wealth in gold-backed money. Today, Bitcoin carries that torch forward.

https://i.ibb.co/zTFLqMjC/Grpd4lm-WAAAq-W7m.png

Insane stat! Bitcoin is now the people's money. Imagine the price when nation-states get on board.

The US government is outpacing global rivals like China by embracing Bitcoin. The federal government's Bitcoin holdings now represent twice its global market share of gold reserves.

Worth the read: https://blog.river.com/american-bitcoin-advantage/

'In this report, you'll learn about: - Why Bitcoin is an underestimated pillar of American dominance. - America’s lead in Bitcoin businesses, institutions, development, and policy. - Bitcoin's emergence as America’s reserve asset.'

Ergo: America is the dominant Bitcoin player in just about every dimension: investment, government reserves, development, institutional embrace, supportive policy, and mining.

➡️Texas Bitcoin Reserve bill SB 21 will be considered on the second reading in the House this morning. Note: the Texas Constitution requires that second and third readings be conducted on separate days. If it passes today, then the final vote could be tomorrow

➡️Bitcoin accumulation trends signal bullishness with smallholders (<1 BTC) accelerating accumulation (score ~0.55), and whales (100-10K BTC) aggressively buying. Source: Glassnode

➡️French company The Blockchain Group raises €8.6 million to buy more Bitcoin. Press release

➡️Chinese printer manufacturer Procolored unknowingly distributed Bitcoin-stealing malware through its official device drivers, resulting in 9.3 BTC ($950K) stolen from users.

https://x.com/MistTrack_io/status/1924411803540590728

➡️Bitmine launches its Bitcoin Treasury Advisory Practice with a $4M deal, including $3.2M for leasing 3K Bitcoin miners and an $800K consulting agreement

➡️Bitcoin's correlation to gold is at its lowest since February 2025, per Glassnode data.

➡️UK-listed Smarter Web Company adds 16.42 BTC to its treasury at an average price of $104,202. Total Holdings: 35.62 BTC The Smarter Web Company is stacking with conviction—building a treasury designed for the long term.

On the 21st of May:

➡️Vivek's Strive Asset Management looking to buy up to 75,000 Bitcoin from Mt. Gox claims at a discount to build a Bitcoin treasury.

➡️Bitcoin is $1k from an all-time high and the Google Trends chart looks like this. https://i.ibb.co/qYLb7j6C/Gra6-BSd-Xo-AATN2-A.jpg

On the 22nd of May:

Happy Pizza Day! 15 years ago today Laszlo Hanyecz bought 2 pizzas for 10,000 Bitcoin. That Bitcoin is now worth $1.2 BILLION.

Will Baxter: "But how did he get that much bitcoin? Well, there’s a lot more to Laszlo's story than those pizzas. Here are four facts about him most people don’t know (the last one blew my mind): 1. Laszlo, a Mac developer, discovered bitcoin in 2010. After realizing that Bitcoin only ran on Windows, he took it upon himself to port it to Mac OS. He built and released the first bitcoin client for Mac making it accessible to more users. 2. In its earliest days, bitcoin could be mined with just a CPU, something that every computer has. But Laszlo had other plans. In mid-2010, he released a solution that would allow users to mine with their GPUs. Laszlo is single-handedly responsible for ushering in the era of GPU mining which massively increased Bitcoin’s total hashrate. 3. By being one of the early adopters of GPU mining, Laszlo enjoyed a massive jump in mining efficiency and hashrate, which meant that he was able to mine a lot of blocks. In total, Laszlo’s Bitcoin wallets received more than 80,000 BTC over the first few months of the GPU mining era. It’s estimated that Laszlo mined well over 100,000 BTC in Bitcoin’s early days. 4. Laszlo has single-handedly mined more Bitcoin than any publicly listed Bitcoin mining company. As an example, MARA, the largest publicly traded Bitcoin miner by market capitalization, has mined an estimated 48,000 BTC since 2018. Laszlo and his GPUs managed to mine more than twice that amount! Incredible.

➡️Pizza slice inscribed on the Bitcoin blockchain forever! Block #897813

➡️Strategy: 'Bitcoin Pizza Day at Strategy. Paid for with USD.'

Kinda disgusting. The largest Bitcoin Treasury Company is not even able to pay for pizza in Bitcoin on Bitcoin Pizza Day? Why did they even bother to buy pizza today? They show zero understanding of the meaning of Pizza Day and Bitcoin history.

Plebs all around the world are celebrating Pizza Day by "spend and replace" Bitcoin for some lovely pizzas. What is Saylor doing? He decides to use his giant megaphone to stomp all over it. "Pay with Dollars. Eat the Pizza. Keep the Bitcoin." That post rubbed me the wrong way. That’s because they are not bullish on the payment use case of Bitcoin. I have been saying all the time: that he has an agenda against the medium of exchange. This is plausible as Saylor never minced words as far as I know. His model is HODL. Spending would contradict.

Not sure if I am overreacting because of store of value for several more years will eventually lead to a Medium of Exchange Bitcoin world.

As you might already know I am not particularly a fan of the whole Bitcoin treasury - public companies.

Read the following thread why, an excellent thread on the risks of Bitcoin treasury companies by a bitcoiner.

https://x.com/lowstrife/status/1925717037915005357

➡️For the first time in history, Bitcoin is now trading above $111,000 and just surpassed $2.2 TRILLION in market cap for the first time in history. $3 Billion worth of Bitcoin shorts to be liquidated at $120,000 Small, tiny reminder. In 2021 dollars, Bitcoin hasn’t broken $100K yet. We need to hit $118K to meet that milestone. Celebrating $1 million (eventually) might not be as much fun as you think.

➡️H100 Group buys 4.39 BTC and becomes Sweden's first publicly listed #Bitcoin treasury company. After announcing its first Bitcoin purchase shares surged 37%. A small stack, big signal.

➡️Bitcoin has now surpassed both Amazon and Google to become the 5th largest asset in the world, and Bitcoin just surpassed the Taiwan Dollar and is now the 8 largest currency in the world. Nothing stops this train. https://i.ibb.co/Jj11QjkL/Grk-Ume-KXs-AAm-Xp6.jpg

➡️Michael Saylor's 'Strategy' now has a $23.8 billion unrealized profit on its Bitcoin portfolio. Meanwhile, Strategy is to sell up to $2.1 billion of 10% preferred stock.

➡️'Traditional finance consensus: "What's the use case for BTC?" Allowing Millennials to afford a home despite Boomer policymakers actively pursuing policies to prevent them from doing so Median US home price, price in BTC, 2020-today IMO, this chart is going <1 in coming yrs.' - Luke Gromen https://i.ibb.co/tpCk7HD2/Grka1-Ld-Wc-AAo-IQn.jpg

Just to give you one more perspective on this topic:

➡️Joe Consorti: US real estate has been in a 15-year bull market. But guess what? Priced in bitcoin, the average US home price has dropped from ~3 million BTC to just 4.38 BTC in 15 years. All assets are deflationary in Bitcoin terms. https://i.ibb.co/m5Nk2Yq2/Grk9d92-XUAAAwz-H.jpg

➡️Taiwanese Legislator has proposed a Bitcoin Strategic Reserve at 0.1% of GDP = $780m

➡️Chinese automaker Jiuzi Holdings to buy 1,000 Bitcoin for treasury.

➡️ 'Singapore's Genius Group buys another 24.5 Bitcoin. Now holds 85.5 Bitcoin, 1,000 BTC target confirmed.' - Bitcoin Archive

➡️Standard Chartered expects Bitcoin to hit: - Q2: $120,000 by the end of Q2 - Q4: $200,000 by late 2025 - 2028: $500,000

➡️On-Chain college: 'New ATH for Bitcoin yet realized profit is significantly lower than the last two local tops and prior cycle tops. HIGHER' https://i.ibb.co/ch0HWwWx/Grjx-GHVWo-AAd7-Wt.jpg

Not sure about that. Could be a double top.

On the 23rd of May:

➡️The Blockchain Group confirms the acquisition of 227 BTC for ~€21.2 million, the holding of a total of 847 BTC, and a ‘BTC Yield’ of 861.0% YTD Press release.

➡️The 8th largest economy in the world will start to buy Bitcoin. No one is bullish enough! Governor Abbot to sign Bitcoin Reserve bill into law! Texas to become the 3rd US state to enact an SBR!

➡️Publicly traded The Smarter Web Company bought 23.09 Bitcoin for £1.85 million for its treasury.

➡️For the love of god. Delate Coinbase or any other shitcoin casino/exchange (for example here in the Netherlands Bitvavo) and cold-Storage your Bitcoin and don’t touch them.

https://i.ibb.co/y3BmmNt/Grp-TDv-BWk-AAs7-Gh.jpg

Not your keys, not your coins.

➡️'The Russian Bitcoin mining sector now ranks first in growth rates and second in mining volume globally. The country's largest Bitcoin miners, BitRiver and Intelion, controlling over 50% of the market, generated $200M in revenue for FY2024, per RBC.' -Bitcoin News

➡️Alex Gladstein: 'Absolutely crazy Hundreds of millions of people saw their wage and savings technology lose 15%, 30%, 50%, 75%, even 90% (!) of its value last year Fiat is broken, time for a Plan ₿' https://i.ibb.co/hRZwFsPJ/Gro-s-KJXUAAh97-M.jpg

➡️Bitwise predicts nation-states and institutions will hold 4,269,000 BTC—worth $426.9B. https://i.ibb.co/RkVDmGLg/Gro6wb-VX0-AAHCT0.jpg

➡️'Metaplanet is now the #4 most traded stock in Japan, moving nearly $1B in a day—just a year after adopting #Bitcoin. From obscurity to 300x returns, this is what happens when a company runs on hard money.' -Bitcoin for Corporation

➡️TFTC: "Scammers are mailing fake "Ledger Security" letters demanding wallet validation via QR code. They spoof official branding and ask users to visit fraudulent sites."

https://i.ibb.co/nNg0JgX6/Grpd0o-BWc-AI3-Yj-Y.jpg

On the 24th of May:

➡️Bitcoin has the same number of users as the Internet had in 1999. https://i.ibb.co/1frYh4Z7/Gru2-J3-UW8-AA-05y.jpg

Now talking about that Bitcoin Adoption S-curve...

➡️Thomas Fahrer: 'Holding Bitcoin means getting rich while feeling frustrated 90% of the time. Deflationary money - designed to increase in value - forever. It's difficult for the human mind to comprehend. Most still don't get it.' https://i.ibb.co/9HwPkxK3/Grwpw-W0-W0-AEc-PSb.jpg

On the 25th of May:

➡️Pakistan allocates 2,000mw of electricity to Bitcoin mining and Ai - Bloomberg Daniel Batten: Pakistan announced 2000 MW for Bitcoin mining & AI. That's potentially ~17,000 BTC per year for an SBR. Plus, India will now have to follow. Game theory playing out. *Assuming that 50% of this is for Bitcoin mining, using latest-gen machines, 95% uptime, network hashrate is on average 1200 EH/s by the time they are complete

➡️Normally, I would write this in the segment below 🌎Macro/Geopolitics... "First signpost: DOGE failed to reduce the deficit.

Second signpost: Pushing for SLR changes to boost demand for Treasuries from domestic banks.

Third signpost: Pushing for legislation to boost demand for Treasuries from stablecoin issuers.

Fourth signpost: New spending bill estimated to increase deficit by 33% by 2027.

Fifth signpost: Bessent: "We'll grow GDP faster than the debt to stabilize debt-to-GDP."

Read below (segment 🌎Macro/Geopolitics) his full statement and my view on it.

TL;DR: Keep spending. Pass new laws and tweak regs to suppress long-end yields. Boost nominal GDP (mostly via inflation). Debase the currency. Bondholders and cash savers lose in real terms. Got Bitcoin?" -Sam Callahan

➡️Sminston With: 'There is a myth that 100% of the returns in Bitcoin only happen if you buy at the bottoms and then sell at the tops during one of the cycles. Power law quantile analysis shows otherwise; in fact, there are nearly identical growth rates (CAGR) whether you buy/sell at the bottoms (support) or around the middle (median) 52% vs 53% as of this year! Whichever trendline is followed, even if you only trade at the bottoms, the compounded annual returns of Bitcoin will be >7x of what you'd ever expect from the S&P. Ignore or try to time Bitcoin at your own risk!' https://i.ibb.co/5QHQHqF/Grzig5-BWIAAy9-Jb.jpg

On the 26th of May:

➡️Bitcoin made another weekly record close at $109,004.

➡️When BlackRock holds 1M Bitcoin and the price hits $1M... They’ll be earning $2.5B a year in fees. Every year. Forever.

➡️Florida proposes eliminating Capital Gains Tax on Bitcoin. If passed, it would make Florida the first U.S. state to offer this kind of tax relief.

➡️Strategy acquires 4,020 BTC for $427.1 million at $106,237 per Bitcoin. They now HODL 580,250 BTC acquired for $40.61 billion at $69,979 per Bitcoin.

💸Traditional Finance / Macro:

Jeroen Blokland: U.S. vs. Eurozone in the digital money age!

https://i.ibb.co/dJ3085qm/Grko80y-WMAATw-V1.jpg

On the 20th of May:

👉🏽TKL: 'Retail investors are piling into stocks: Individual investors bought a net $4.1 BILLION in US stocks on Monday between 9:30 AM and 12:30 PM ET, the biggest buy on record. This surpassed the previous high by over $1 BILLION, according to JPMorgan data. Retail investors also broke the $4 billion buying threshold by noon ET for the first time in history. Additionally, retail accounted for a record 36% of the trading volume yesterday, exceeding the previous record set in late April. This supported the S&P 500's rapid recovery from a -1.1% decline at the beginning of Monday’s session into positive territory by the close. Retail investors are driving the market.'

https://i.ibb.co/HTM721rw/Gr-Zot-Th-XMAAl-EB.jpg

To provide you with another example of why retail is driving this market. Institutional investors remain bearish of US stocks:

A net 38% of institutional investors were underweight US equities in early May, the lowest since May 2023, according to BofA. Outside of 2023, this marks the lowest allocation since the lead-up to 2008. Over the last 5 months, this percentage has fallen by ~70 points, the biggest drop on record. The difference between the proportion of investors being overweight in the Eurozone versus US equities hit a net ~75%, the highest since October 2017. By comparison, 4 months ago, the net percentage was -62 points, the lowest since 2012.

The sentiment shift among professional investors has been historic. Institutions dump U.S. stocks and flock to the Eurozone. Institutions bailing on US stocks while retail piles in - smells like a correction brewing.

🏦Banks:

On the 21st of May:

👉🏽The Federal Reserve has experienced its first back-to-back annual losses since 1915, totaling $192 billion in 2023 and 2024. The most expensive “expertise” in history.

https://i.ibb.co/zzPHp40/Gr-Xx-Hsy-WUAARd-IV.jpg

On the 23rd of May:

👉🏽'U.S. Banks U.S. Banks are currently facing $482 Billion in unrealized losses, an increase of 33% from the prior quarter. With rates now skyrocketing, these losses are going to increase. Banks, particularly small banks, are ( potentially) in trouble!!' - Barchart https://i.ibb.co/1FHmTBc/Grm-GA3-OWMAAro5k.jpg

🌎Macro/Geopolitics:

1 bar of gold

= 1 house (1975) 1 bar of gold

= 1 house (2025) Do you get it yet?

https://i.ibb.co/tTM7Kw0n/Gr-W8b-K0b-AAQvu-He.jpg

Got Bitcoin?

On the 19th of May:

👉🏽 TKL: "Risky debt issuance has stalled in the US: Low-rated US corporations have issued less than $1 billion in bonds in April, the lowest in at least 4 years. At the same time, leveraged loan issuances have reached $13 billion. High-yield corporate bonds and leveraged loan issuances are ~10 TIMES lower than during the same period last year. Leveraged loans are typically used to finance M&A, refinance debt, or general business activity, all of which are slowing down." Seems like uncertainty is really affecting everything.

👉🏽'US Treasuries are selling off: The 30-year Treasury yield surpassed 5%, for the first time since November 2023. It is now trading at the 2nd-highest level in 18 YEARS. Investors are signaling that the US public debt CRISIS is heading to a turning point.' -Global Markets Investor

👉🏽The stupidity of EU leaders knows no limits.

https://i.ibb.co/gCpMxsH/Gr-Txm-P1-Ww-AAALx-L.jpg

'Russia pumps gas 3.000 km from frozen Siberia to China through a Gazprom-owned pipeline. Meanwhile, massive Chinese LNG tankers, too enormous for the Suez Canal, sail the long route around the Cape of Good Hope just to supply Europe,filling the gap left by Russia’s fading influence. And now? Russian gas costs three times more.'

https://www.theguardian.com/environment/2025/jan/09/european-imports-of-liquefied-natural-gas-from-russia-at-record-levels

https://www.theguardian.com/world/2025/feb/24/eu-spends-more-russian-oil-gas-than-financial-aid-ukraine-report

👉🏽Klarna losses widen as more users miss payments; 100 million now on platform — FT “The fintech, which offers interest-free consumer loans to allow customers to make retail purchases, on Monday reported a net loss of $99mn for the three months to March, up from $47mn a year earlier.” https://www.ft.com/content/6c4bf393-c80b-42b7-993a-35270143f688 https://i.ibb.co/prsJNdB2/Gr-Y6-WTQXs-AAPu-Tr.png

Funny how they never learn that unsecured debt to subprime holders is a bad idea. Buy now pay later was a model destined to fail because those least capable of repaying the loans are the very people borrowing it. "100M people using Klarna and they're losing money because broke people keep defaulting on burritos"

On the 20th of May:

👉🏽As mentioned in my previous Bitcoin & Macro recap. Japan’s Prime Minister Ishiba called the current bond market situation in Japan “worse than Greece.” Shocking (not!), falling demand for long bonds in a country with a debt-to-GDP ratio of 216%.

Admitting that you’re situation is worse than Greece should horrify people. "Japan's bond market is imploding: Japan's 30Y Government Bond Yield has officially surged to its highest level in history, at 3.15%. For decades, Japan was known for low long-term interest rates. Now, they are dealing with high inflation, a shifting policy outlook, and a whopping 260% debt-to-GDP ratio. On top of this, Japan holds $1.1 TRILLION worth of US debt, making it the largest foreign holder of US debt." -TKL

This is not just about Japan. It’s a signal that the global debt machine is approaching its structural limits and that the next liquidity cycle may not be voluntary, but forced by sovereign fragility.

Read the following thread:

https://x.com/onechancefreedm/status/1924831549683298535

Remember:

1990: Japan has a goal of bringing prices down.

2012: Japan has a goal of getting prices up.

"History tells us that deflation [and inflation] has a habit of getting out of control."

👉🏽Gold prices extend gains to +5% since their May 15th low and near $3,300/oz as markets price-in uncertainty. Gold and Bitcoin are becoming the ONLY global safe-havens.

Talking about gold. China’s gold ETF inflows have more than doubled in the last 12 months, fueling a 38% surge in gold prices. From retail to the central bank—China has never bought more gold.

https://i.ibb.co/kVHh27vz/Gr-YB3-Wj-XUAAiai-W.jpg

On the 21st of May:

👉🏽For the Dutch followers/readers: The renovation of the Binnenhof is more than twice as expensive as the reconstruction of the Notre-Dame… and it costs more than the tallest building in the world, the Burj Khalifa…A typical case of being royally screwed over with other people's money (our tax money!)

👉🏽And yet another manufacturer driven out of the country by ridiculous climate and energy policies. Paint producer AkzoNobel is closing factories in the Netherlands and Belgium; 276 jobs cut.

They now will produce their products, partly, in France (Pamiers). That’s where they’ll continue production — with cheap and reliable nuclear energy.

Source: https://archive.ph/4nVyg

On the 22nd of March:

👉🏽TKL: "The decline in value of fiat currencies against gold has been truly remarkable: Since 1971, the US Dollar has lost 98.94% of its value against gold, the second-largest fall among major currencies. During the same period, the British Pound has declined 99.42%. The Euro would have lost 98.76% if it existed since 1971. Furthermore, the Japanese Yen and Swiss Franc have dropped 97.47% and 94.85%, respectively. Meanwhile, gold prices in US Dollar terms are up ~1,000% during this period. Gold remains a hedge against currency debasement." Wrong, Bitcoin is the hedge against currency debasement. Just look at the Bitcoin/Gold chart. I prefer 'digital' gold. Voltaire famously said, 'Fiat currency always eventually returns to its intrinsic value--zero.

On the 23rd of May:

👉🏽Trump recommends a 50% tariff on products imported from the European Union, starting on June 1, 2025. TKL: 'The trade war is back just as the 10Y Note Yield crosses above 4.60%. This morning, President Trump threatened 25% tariffs on Apple, $AAPL, and 50% tariffs on the EU beginning June 1st. Now, yields are pulling back sharply as recession worries resurface. The drop in yields on this announcement will only give MORE of a reason for President Trump to prolong the trade war. As we have said MULTIPLE times, a trade war accomplishes all of Trump's economic goals at once. Trump wants lower rates, the Fed won't cut, so he will get them the hard way.'

👉🏽US Treasury Secretary Scott Bessent: "We can both grow the economy and control the debt. What is important is that the economy grows faster than the debt. If we change the growth trajectory of the country, of the economy, then we will stabilize our finances and grow our way out of this." “We can grow our way out of this” RIP Fiscal Austerity, 2025-2025 lmao!

Notice how it’s shifted from “we’re going to cut spending” to “we’re going to grow our way out” regarding our debt burden. Bessent knows it’s cooked, hence why he stopped talking about yields. It is kinda delusional to think we are going to grow the economy fast enough to accomplish this when the budget deficit is over 6% of GDP.

Translation: they are unable to meaningfully reduce the debt. US government debt will continue to grow. They will be forced to print eventually. Your purchasing power will continue to fall. Got Bitcoin?

Just to give you one more example:

👉🏽'The national debt has grown under every U.S. president, regardless of political party, for decades. And that is set to continue during President Donald Trump’s second term. Elon Musk and the Department of Government Efficiency (“DOGE”) initially promised to cut $2 trillion in wasteful spending, but have since admitted this figure is likely to total a couple hundred billion bucks at best. Meanwhile, the president is pushing Congress to pass his “big, beautiful bill,” which is expected to add trillions in new deficit spending over the next several years. Make no mistake… the spending will never stop.' - Porter Stansberry

https://i.ibb.co/8k4LNg2/Grlug-NNX0-AAQnw-T.jpg

U.S. National Debt:

1970: $371B

1980: $908B

1990: $3.2T

2000: $5.7T

2010: $13.6T

2020: $26.9T

You can't fix this with votes. Maybe Bitcoin can stop this train? It can also incentivize governments to spend responsibly and manage budgets with discipline. One thing I do know is that you’re not voting your way out of this chart.

On the 24th of May:

👉🏽'The Bank of Japan owns 52.0% of all domestic government bonds. By comparison, life insurers, banks, and pension funds hold 13.4%, 9.8%, and 8.9%, respectively. According to Bloomberg, the Japanese government now holds $7.8 trillion of debt. This makes the Japanese government the third most indebted government in the world, behind the US and China. Furthermore, the Bank of Japan holds a whopping $4.1 trillion of government bonds on its balance sheet. Japan needs a major restructuring.' -TKL

Just to make it even worse...

👉🏽'Prices in Japan are soaring: The cost of rice jumped +98.4% year-over-year in April, posting the biggest monthly jump since 1971. This is an acceleration from the +92.1% surge recorded in March. Energy prices rose +9.3% after the March phaseout of Japanese government subsidies for gas and electricity. As a result, Japan's inflation CPI excluding fresh food rose by +3.5% from the previous year, up from a +3.2% gain in March. This marks the 5th consecutive monthly reading at 3%+. Meanwhile, Japan's economy shrank by -0.7% in Q1 2025, the first decline since Q1 2024. Japan has entered stagflation.' -TKL

👉🏽Birth rates are plummeting in a lot of countries. Population collapse is the greatest threat to civilization.

https://i.ibb.co/3Yfqq0N1/Gruztgo-XIAISc7-A.jpg

Question: How sustainable are the government debts with the population decline, like in Japan and Europe?

Grok: Population decline in Japan and Europe strains government debt sustainability. Japan's debt, at 245% of GDP, faces pressure from an aging population, with social spending projected to hit 24% of GDP by 2040. Europe's debt varies, with Greece at 163.6% and Italy at 137%, while aging reduces tax bases. Immigration and productivity boosts could help, but their impact is uncertain. Japan's domestic debt ownership offers some stability, while EU fiscal rules aid Europe. Outcomes depend on policy execution and economic conditions.

On the 26th of May:

👉🏽Cheap energy = abundance One population is so brainwashed they choose poverty. Michael A. Arouet: Can someone please explain the logic behind Germany closing its perfectly fine nuclear power plants, and deindustrialising?

https://i.ibb.co/tTwkmhcB/Gr3-IWgk-Ww-AAVz-Y3.jpg

👉🏽'The US budget deficit has averaged 9% of GDP over the last 5 years. Over the last 12 months alone, the budget gap has hit 7% of GDP. This is even higher than during the 2001 or the 1980s recessions. This comes as the US government spent a whopping $7.1 trillion over the last year, an equivalent of 24% of GDP. The government is now running larger deficits than during an average economic downturn. What happens if the US economy enters a recession?' -TKL

https://i.ibb.co/tT5nF67J/Gr5kcw-QWc-AAQ7q-R.jpg

🎁If you have made it this far, I would like to give you a little gift, well, in this case, two gifts:

May 2025 Newsletter: A Trade Breakdown

This newsletter issue breaks down the recent trade breakdown (sorry for the pun) and explores some of the nuances of why realigning the global balance of trade is both popular and extremely difficult to do.

https://www.lynalden.com/may-2025-newsletter/

Credit: I have used multiple sources!

My savings account: Bitcoin The tool I recommend for setting up a Bitcoin savings plan: PocketBitcoin especially suited for beginners or people who want to invest in Bitcoin with an automated investment plan once a week or monthly.

Use the code SE3997

Get your Bitcoin out of exchanges. Save them on a hardware wallet, run your own node...be your own bank. Not your keys, not your coins. It's that simple. ⠀ ⠀

⠀⠀ ⠀ ⠀⠀⠀

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@ 502ab02a:a2860397

ย้อนกลับไปเมื่อปี 2015 ในเมืองเบิร์กลีย์ รัฐแคลิฟอร์เนีย มีนักชีววิทยาเชิงวิศวกรรมชื่อ Dr. Uma Valeti ผู้เป็นทั้งนักวิจัยโรคหัวใจและอดีตศัลยแพทย์หัวใจ เกิดแนวคิดที่ไม่ธรรมดาว่า "เขาจะสร้างเนื้อในห้องแล็บ เหมือนที่เราสร้างหัวใจเทียมในโรงพยาบาล" นั่นคือการสร้างเนื้อโดยไม่ต้องฆ่าสัตว์เลยแม้แต่ตัวเดียว เขาไม่ได้เพ้อฝันแบบลอยๆ เพราะเขาเองเป็นคนอินเดียที่เติบโตมาในครอบครัวมังสวิรัติ แต่กลับทำงานในวงการแพทย์ที่เกี่ยวข้องกับการปลูกถ่ายอวัยวะอยู่หลายปี และวันหนึ่ง เขาเห็นความเชื่อมโยงบางอย่างระหว่างเซลล์กล้ามเนื้อของหัวใจกับกล้ามเนื้อของเนื้อสัตว์

Valeti มองเห็นปัญหาจากอุตสาหกรรมปศุสัตว์ในแง่มลพิษ การใช้ทรัพยากร และความโหดร้ายของระบบผลิตอาหารในโลกยุคใหม่ แนวคิดนี้กลายเป็นจริงเมื่อเขาร่วมก่อตั้งบริษัท Memphis Meats ขึ้นในปีนั้น พร้อมกับเพื่อนร่วมอุดมการณ์อีกสองคน ได้แก่ Nicholas Genovese นักวิจัยด้านสเต็มเซลล์ และ Will Clem นักวิทยาศาสตร์ผู้เชี่ยวชาญด้านวิศวกรรมชีวภาพผู้เคยมีประสบการณ์จากการเปิดร้านบาร์บีคิวของตัวเอง ความฝันของพวกเขาคือการสร้าง "เนื้อแท้" ที่ไม่ต้องใช้ฟาร์ม ไม่ต้องฆ่าสัตว์ และไม่ต้องพึ่งทรัพยากรธรรมชาติอย่างมหาศาลแบบระบบปศุสัตว์ทั่วไป โดยนำเซลล์กล้ามเนื้อจากสัตว์มาเพาะเลี้ยงในห้องปฏิบัติการ แล้วกระตุ้นให้เติบโตด้วยสารอาหาร สารกระตุ้นการเจริญเติบโต และโครงสร้างที่เลียนแบบเนื้อเยื่อจริง ผลลัพธ์ที่ได้คือเนื้อไก่ เนื้อวัว และเนื้อหมู ที่หน้าตา กลิ่น และรสชาติเหมือนเนื้อที่ผู้คนคุ้นเคย แต่อยู่ในจานโดยไม่ต้องผ่านชีวิตสัตว์แม้แต่ชีวิตเดียว

เทคโนโลยีที่ Memphis Meats ใช้คือการเก็บเซลล์ต้นกำเนิดกล้ามเนื้อ (muscle stem cells) จากสัตว์ แล้วนำมาบ่มเพาะในห้องแล็บในสภาพแวดล้อมที่เหมาะสม ด้วยอาหารเหลวที่มีสารอาหารครบถ้วน เซลล์เหล่านั้นจะเจริญเติบโต แบ่งตัว และก่อตัวเป็นกล้ามเนื้อที่เหมือนกับเนื้อจริงทุกประการ การทดลองแรกประสบผลสำเร็จในปี 2016 เมื่อพวกเขาสร้างลูกชิ้นเนื้อวัวเพาะเลี้ยงได้เป็นครั้งแรกของโลก แม้ราคาจะสูงถึง 18,000 ดอลลาร์ต่อปอนด์ก็ตาม แต่สิ่งนี้คือการประกาศว่า "ของจริง" มาแล้ว

ความสำเร็จนี้ดึงดูดทั้งสายตาของโลก และเงินทุนจากบริษัทยักษ์ใหญ่ หนึ่งในผู้ลงทุนรายแรกคือ Tyson Foods บริษัทเนื้อสัตว์รายใหญ่ของอเมริกา ตามมาด้วย Bill Gates, Richard Branson และ Cargill ซึ่งต่างเห็นตรงกันว่านี่คือทิศทางใหม่ของอุตสาหกรรมอาหารโลก แต่การที่บริษัทเนื้อสัตว์ใหญ่ๆ เข้ามาร่วมลงทุน กลับสร้างคำถามถึงความจริงใจหรือการวางหมากล่วงหน้าเพื่อควบคุมอนาคตของอาหารในรูปแบบใหม่

เม็ดเงินจากภาคเอกชนไหลเข้ามาไม่ขาดสาย รวมถึงการสนับสนุนเชิงนโยบายจากหน่วยงานรัฐบาลสหรัฐฯ ที่เริ่มวางกรอบกำกับดูแลอาหารเพาะเลี้ยงอย่างจริงจัง ทว่าเบื้องหลังภาพฝันของเนื้ออนาคตนั้นก็มีมุมที่ต้องจับตามอง เพราะแม้จะใช้คำว่า “ปลอดภัย” และ “ยั่งยืน” เป็นหัวใจหลักในการสื่อสาร แต่องค์ประกอบหลายประการในกระบวนการผลิต เช่น เซรั่มจากเลือดวัว (FBS) ที่ยังใช้ในบางเฟสของการทดลอง หรือการเพาะเลี้ยงในสารอาหารสังเคราะห์ที่ต้องอาศัยเทคโนโลยีขั้นสูง ล้วนเป็นเรื่องที่ห่างไกลจากคำว่า "ธรรมชาติ" ไปมากโข

เมื่อเข้าสู่ปี 2021 บริษัท Memphis Meats ได้เปลี่ยนชื่อใหม่เป็น Upside Foods พร้อมกับการขยับสถานะจากสตาร์ตอัปมาเป็นผู้นำในตลาดเนื้อเพาะเลี้ยงอย่างเต็มตัว พร้อมกับเปลี่ยนโลโก้และทิศทางแบรนด์จากภาพลักษณ์นักวิทยาศาสตร์มาสู่แบรนด์ที่เข้าถึงผู้บริโภคมากขึ้น เน้นความยั่งยืน ความเป็นมิตรกับสัตว์ และวิธีการผลิตที่ "ชนะใจ" คนรุ่นใหม่ การเปลี่ยนชื่อครั้งนี้ไม่ใช่เพียงกลยุทธ์ด้านแบรนดิ้ง แต่สะท้อนถึงความทะเยอทะยานที่ต้องการให้ผู้บริโภคมองอาหารในมุมใหม่ ไม่ใช่สิ่งที่มาจากฟาร์ม แต่เป็นสิ่งที่มาจากการออกแบบ วิศวกรรม และนวัตกรรม

บริษัทเปิดโรงงานเชิงพาณิชย์แห่งแรกในปี 2022 ที่เมือง Emeryville แคลิฟอร์เนีย ชื่อว่า EPIC (Engineering, Production and Innovation Center) ซึ่งสามารถผลิตเนื้อไก่เพาะเลี้ยงในปริมาณมากได้จริง เพื่อรองรับการผลิตเชิงพาณิชย์ในอนาคต พร้อมกับสร้างความร่วมมือกับภาครัฐเพื่อเร่งให้ผลิตภัณฑ์ผ่านมาตรฐานความปลอดภัยของ FDA และ USDA

สิ่งที่น่าสนใจยิ่งกว่านั้นคือ ความร่วมมือระหว่าง Upside Foods กับหน่วยงานรัฐ เช่น FDA และ USDA เพื่อผลักดันให้ผลิตภัณฑ์เนื้อเพาะเลี้ยงได้รับอนุญาตวางขายในตลาดอเมริกา ซึ่งกลายเป็นจริงในกลางปี 2023 เมื่อ Upside Foods และ Good Meat ได้รับไฟเขียวอย่างเป็นทางการจาก FDA ให้สามารถวางจำหน่ายเนื้อไก่เพาะเลี้ยงแก่ผู้บริโภคได้

ความสัมพันธ์ระหว่าง Upside Foods กับรัฐบาลนั้นน่าสนใจไม่น้อย เพราะนี่คือครั้งแรกในประวัติศาสตร์ที่หน่วยงานรัฐของสหรัฐฯ อย่าง FDA อนุมัติการบริโภคเนื้อสัตว์เพาะเลี้ยงจากห้องแล็บเมื่อเดือนพฤศจิกายน 2022 โดยระบุว่า “ไม่มีข้อกังวลทางความปลอดภัย” แม้จะยังไม่มีข้อมูลเปิดเผยครบทุกขั้นตอนของกระบวนการผลิตอย่างโปร่งใสก็ตาม การอนุมัติครั้งนี้จึงเป็นได้ทั้งจุดเริ่มต้นของการปฏิวัติอาหาร หรือจุดเริ่มต้นของการสร้างอำนาจผูกขาดของบริษัทที่ครอบครองสิทธิบัตรเทคโนโลยีเพาะเลี้ยงเนื้อ เพราะในอนาคตอันใกล้ ถ้าอาหารทุกอย่างต้องผ่านระบบแล็บ ผ่านเทคโนโลยีเฉพาะ และผ่านลิขสิทธิ์เฉพาะ ประชาชนก็จะไม่มีวันเป็นเจ้าของอาหารได้อีกต่อไป

แต่มากกว่าความสำเร็จด้านเทคโนโลยีคือคำถามที่ลึกซึ้งยิ่งกว่า ว่าการผลิตอาหารในห้องแล็บเช่นนี้ ทำให้เกษตรกรรายย่อยหมดสิทธิ์ในการผลิตเนื้อหรือไม่? เพราะเทคโนโลยีระดับสูงนี้ต้องใช้เครื่องมือ ห้องปฏิบัติการ และต้นทุนที่เกษตรกรธรรมดาไม่สามารถเข้าถึงได้ และสุดท้ายแล้ว ผู้บริโภคต้องซื้อเนื้อจากบริษัทยักษ์ใหญ่เท่านั้น โลกใหม่ของอาหารกำลังผลักมนุษย์ให้เป็นเพียงผู้ซื้อ ไม่ใช่ผู้ผลิตอีกต่อไป

แน่นอนว่า Upside Foods อาจไม่ได้ตั้งใจผูกขาดตั้งแต่แรก แต่เมื่อเงินทุน เบื้องหลัง และการอนุญาตจากรัฐ เริ่มขับเคลื่อนไปในทิศทางเดียวกัน มันก็ไม่ต่างอะไรจากการร่างระบบเศรษฐกิจอาหารขึ้นใหม่ โดยมีศูนย์กลางอยู่ที่ห้องแล็บ ไม่ใช่ทุ่งหญ้า การเปลี่ยนแปลงนี้จึงไม่ใช่แค่เรื่องของนวัตกรรมเทคโนโลยี แต่คือการเปลี่ยนแปลงโครงสร้างความสัมพันธ์ระหว่างมนุษย์กับอาหารอย่างสิ้นเชิง และนั่นคือสิ่งที่เฮียอยากให้เพื่อนๆได้คิดก่อนกลืนคำแรกลงไป

สิ่งที่น่าคิดนั้นก็คือ ในโลกที่อาหารกลายเป็นสินทรัพย์ปัญญาแทนที่จะเป็นสิทธิพื้นฐาน การจะปลูก เลี้ยง หรือแลกเปลี่ยนอาหารอาจกลายเป็นเรื่องผิดกฎหมาย และเกษตรกรอาจเหลือบทบาทเพียงคนเฝ้าเครื่องจักรให้กับบริษัทข้ามชาติที่ถือสิทธิบัตรเนื้อ ความฝันที่สวยงามของเนื้อที่ปลอดการฆ่า จึงควรถูกตรวจสอบด้วยสายตาที่เปิดกว้างแต่ไม่ไร้เดียงสา เพราะอนาคตของอาหารนั้น ไม่ใช่แค่เรื่องบนโต๊ะอาหาร แต่เป็นเรื่องของอำนาจ ความเป็นเจ้าของ และสิทธิของประชาชนในฐานะมนุษย์ผู้มีชีวิตบนโลกใบนี้ #pirateketo #กูต้องรู้มั๊ย #ม้วนหางสิลูก #siamstr

@ c1e9ab3a:9cb56b43

1. Introduction

Over the last 250 years the world’s appetite for energy has soared along an unmistakably exponential trajectory, transforming societies and economies alike. After a half‑century of relative deceleration, a new mix of technological, demographic and political forces now hints at an impending catch‑up phase that could push demand back onto its centuries‑long growth curve. This post knits together the history, the numbers and the newest policy signals to explore what that rebound might look like—and how Gen‑4 nuclear power could meet it.

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2. The Long Exponential: 1750 – 1975

Early industrialisation replaced muscle, wood and water with coal‑fired steam, pushing global primary energy use from a few exajoules per year in 1750 to roughly 60 EJ by 1900 and 250 EJ by 1975. Over that span aggregate consumption doubled roughly every 25–35 years, equivalent to a long‑run compound growth rate of ~3 % yr‑¹. Per‑capita use climbed even faster in industrialised economies as factories, railways and electric lighting spread.

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3. 1975 – 2025: The Great Slowdown

3.1 Efficiency & Structural Change

• Oil shocks (1973, 1979) and volatile prices pushed OECD economies to squeeze more GDP from each joule.
• Services displaced heavy industry in rich countries, trimming energy intensity.
• Refrigerators, motors and vehicles became dramatically more efficient.

3.2 Policy & Technology

• The Inflation Reduction Act (U.S.) now layers zero‑emission production credits and technology‑neutral tax incentives on top of existing nuclear PTCs citeturn1search0turn1search2.
• The EU’s Net‑Zero Industry Act aims to streamline siting and finance for “net‑zero technologies”, explicitly naming advanced nuclear citeturn0search1.

3.3 Result

Global primary energy in 2024 stands near 600 EJ (≈ 167 000 TWh)—still growing, but the line has flattened versus the pre‑1975 exponential.

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4. Population & Per‑Capita Demand

World population tripled between 1950 and today, yet total energy use grew roughly six‑fold. The imbalance reflects rising living standards and electrification. Looking ahead, the UN projects population to plateau near 10.4 billion in the 2080s, but per‑capita demand is poised to climb as the Global South industrialises.

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5. The Policy Pivot of 2023‑2025

| Region | Signal | Year | Implication | |--------|--------|------|-------------| | COP 28 Declaration | 20+ nations pledge to triple nuclear capacity by 2050 | 2023 | High‑level political cover for rapid nuclear build‑out citeturn0search2 | | Europe | Post‑crisis sentiment shifts; blackout in Iberia re‑opens nuclear debate | 2025 | Spain, Germany, Switzerland and others revisit phase‑outs citeturn0news63 | | United States | TVA submits first SMR construction permit; NRC advances BWRX‑300 review | 2025 | Regulatory pathway for fleet deployment citeturn1search9turn1search1 | | Global Strategy Report | “Six Dimensions for Success” playbook for new nuclear entrants | 2025 | Practical roadmap for emerging economies citeturn0search0 | | U.S. Congress | Proposed cuts to DOE loan office threaten build‑out pace | 2025 | Finance bottleneck remains a risk citeturn1news28 |

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6. The Catch‑Up Scenario

Suppose the recent 50‑year pause ends in 2025, and total energy demand returns to a midpoint historical doubling period of 12.5 years (the average of the 10–15 year rebound window).

6.1 Consumption Trajectory

| Year | Doublings since 2024 | Demand (TWh) | |------|----------------------|--------------| | 2024 | 0 | 167 000 | | 2037 | 1 | 334 000 | | 2050 | 2 | 668 000 | | 2062 | 3 | 1 336 000 |

(Table ignores efficiency gains from electrification for a conservative, supply‑side sizing.)

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7. Nuclear‑Only Supply Model

7.1 Reactor Math

• 1 GWᵉ Gen‑4 reactor → 8.76 TWh yr‑¹ at 100 % capacity factor.
• 2062 requirement: 1 336 000 TWh yr‑¹ → ≈ 152 500 reactors in steady state.
• Build rate (2025‑2062, linear deployment):
  152 500 ÷ 38 years ≈ 4 000 reactors per year globally.

(Down from the earlier 5 000 yr‑¹ estimate because the deployment window now stretches 38 years instead of 30.)

7.2 Policy Benchmarks

• COP 28 triple target translates to +780 GW (if baseline 2020 ≈ 390 GW). That is <100 1 GW units per year—two orders of magnitude lower than the theoretical catch‑up requirement, highlighting just how aggressive our thought experiment is.

7.3 Distributed vs Grid‑Centric

Small Modular Reactors (300 MW class) can be sited on retiring coal plants, using existing grid interconnects and cooling, vastly reducing new transmission needs. Ultra‑large “gigawatt corridors” become optional rather than mandatory, though meshed regional grids still improve resilience and market liquidity.

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8. Challenges & Unknowns

1. Finance: Even with IRA‑style credits, first‑of‑a‑kind Gen‑4 builds carry high cost of capital.
2. Supply Chain: 4 000 reactors a year means a reactor‑grade steel output roughly 20× today’s level.
3. Waste & Public Trust: Advanced reactors can burn actinides, but geologic repositories remain essential.
4. Workforce: Nuclear engineers, welders and regulators are already in short supply.
5. Competing Technologies: Cheap renewables + storage and prospective fusion could displace part of the projected load.

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9. Conclusions

Recent policy shifts—from Europe’s Net‑Zero Industry Act to the COP 28 nuclear declaration—signal that governments once again see nuclear energy as indispensable to deep decarbonisation. Yet meeting an exponential catch‑up in demand would require deployment rates an order of magnitude beyond today’s commitments, testing manufacturing capacity, finance and political resolve.

Whether the future follows the modest path now embedded in policy or the steeper curve sketched here, two convictions stand out:

• Electrification will dominate new energy demand.
• Scalable, dispatchable low‑carbon generation—likely including large fleets of Gen‑4 fission plants—must fill much of that gap if net‑zero targets are to remain credible.

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Last updated 1 June 2025.

@ 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。

@ 2e8970de:63345c7a

https://www.wsj.com/tech/europe-global-tech-race-ff910a94

https://stacker.news/items/995308

@ 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.

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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.

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No final, teremos:

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

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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.)

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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.

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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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@ 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.

@ 91117f2b:111207d6

I still remember the day I became obsessed with photography. I was 16, and my parents gifted me a vintage camera. From that moment on, I was hooked. I spent hours clicking pictures, experimenting with lighting, and editing my shots. My friends and family would often tease me, saying I was too focused on photography, but I couldn't help it. It was my passion.

As time passed, my obsession only grew stronger. I'd wake up early, grab my camera, and head out to capture the perfect shot. I'd spend hours editing, trying to get the perfect blend of colors and lighting. My grades suffered, and my relationships began to fray, but I couldn't stop. Photography had become my everything.

One day, I landed a small gig with a local magazine. They wanted me to shoot a cover story, and I was over the moon. I poured my heart and soul into that shoot, and the results were stunning. The magazine loved my work, and soon, I was getting more assignments. My obsession had finally paid off.

But with success came the realization that my obsession had taken a toll on my life. I was exhausted, and my relationships were strained. I had to learn to balance my passion with self-care and prioritize my well-being.

Today, I'm grateful for my obsession. It taught me discipline, creativity, and perseverance. I've learned to channel my energy into constructive pursuits and make time for the people and things that matter. My obsession still drives me, but now it's a force for good.

Have you ever had an obsession that changed your life?

But sometimes obsession can be a bad thing if it reaches the stage of death. You say"i can't do without it", it is astage. You should try and look for a way out.

@ 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!

@ 472f440f:5669301e

Marty's Bent

Sorry for the lack of writing over the last week. As many of you may already know, I was in Las Vegas, Nevada for the Bitcoin 2025 conference. It was my first time in Las Vegas. I had successfully avoided Sin City for the first 34 years of my life. But when duty calls, you have to make some personal concessions.

Despite what many say about this particular conference and the spectacle that it has become, I will say that having attended every single one of Bitcoin Magazine's conferences since 2019, I thoroughly enjoy these events, even if I don't agree with all the content. Being able to congregate with others in the industry who have been working extremely hard to push Bitcoin forward, all of whom I view as kindred spirits who have also dedicated their lives to making the world a better place. There's nothing better than getting together, seeing each other in person, shaking hands, giving hugs, catching up and reflecting on how much things have changed over the years while also focusing on the opportunities that lie ahead.

I think out of all the Bitcoin magazine conferences I've been to, this was certainly my favorite. If only because it has become abundantly clear that Bitcoin is here to stay. Many powerful, influential, and competent people have identified Bitcoin as an asset and monetary network that will play a large part in human society moving forward. And more importantly, Bitcoin is proving to work far better than anybody not paying attention expected. While at the same time, the fiat system is in woeful disrepair at the same time.

As a matter of reflection and surfacing signal for you freaks, here are the presentations and things that happened that I think were the most impactful.

Miles Suter's Block Presentation

https://youtu.be/iUXomXuXcuA

This presentation was awesome for many reasons, one of which being that we often forget just how dedicated Block, as an organization with many companies - including Cash App, Square, the open source organization known as Spiral and more recently, BitKey and Proto - has been to bitcoin over the last eight years. They've worked methodically to make Bitcoin a first-class citizen in their business operations and slowly but surely have built an incredibly integrated experience across their brands. The two big announcements from Block during the conference were the enablement of Bitcoin payments in Square point-of-sale systems and the amount of revenue they're making on their Lightning node, c=, from routing payments.

Right now, the Bitcoin payments and point of sale systems is in beta with many merchants testing it out for the next six months, but it will be available for all 4 million square merchants in 2026. This is something that many bitcoiners have been waiting for for many years now, and it is incredible to see that they finally brought it across the line. Merchants will have the ability to accept bitcoin payments and either convert every payment into fiat automatically, convert a portion of the bitcoin payment into fiat to keep the rest in sats, or simply keep all of the bitcoin they receive via payments in sats. This is an incredible addition to what Square has already built, which is the ability of their merchants to sweep a portion of their revenues into bitcoin if they desire. Square is focused on building a vertically integrated suite of bitcoin products for merchants that includes the ability to buy bitcoin, receive bitcoin, and eventually leverage financial services using bitcoin as collateral so that they can reinvest in and expand their businesses.

via Ryan Gentry

What went a bit underappreciated in the crowd was the routing node revenue that c= is producing, \~9.7% annualized. This is a massive validation of something that many bitcoiners have been talking about for quite some time, which is the ability to produce "yield" on bitcoin in a way that reduces risk significantly. Locking up bitcoin in a 2-of-2 multisig within Lightning channels and operating a Lightning routing node has been long talked about as one of the ways to produce more bitcoin with your bitcoin in a way that minimizes the threat of loss.

It seems that c= has found a way to do this at scale and is doing it successfully. 10% yield on bitcoin locked in Lightning channels is nothing to joke about. And as you can see from the chart above in the grainy picture taken by Ryan Gentry of Lightning Labs, this routing node "yield" is producing more return on capital than many of the most popular staking and DeFi protocols.

This is a strong signal to the rest of the market that this can be done. It may take economies of scale and a high degree of technical competency today. But this is incredibly promising for the future of earning bitcoin by providing valuable goods and services to the market of Bitcoiners. In this case, facilitating relatively cheap and instantly settled payments over the Lightning Network.

Saifedean Ammous' Bitcoin and Tether Presentation

https://youtu.be/SFUiGTayVL8

This was one of the best presentations at the conference. Saifedean Ammous is a friend, he has been an incredible influence on my personal bitcoin journey, and I feel comfortable in saying he's been a strong influence on the journey of hundreds of thousands, at least, if not millions of people as they've attempted to understand bitcoin.

This presentation is a bit spicy because it puts a pin in the balloon of hopium that stablecoins like Tether are mechanisms that could bail out the market for US Treasuries in the medium to long-term if they take enough market share. As one always should do, Saif ran the numbers and clearly illustrates that even in the most optimistic case, Tether's impact on the market for treasuries, their interest rates, and curbing the growth of the debt held by the US federal government will be minimal at best.

One of the most interesting things that Saif points out that I'm a bit embarrassed I didn't recognize before is that much of the demand for Tether that we're seeing these days is replacement demand for treasuries. Meaning that many people who are turning to Tether, particularly in countries that have experienced hyperinflationary events, are using Tether as a substitute for their currencies, which are operated by central banks likely buying U.S. treasuries to support their monetary systems. The net effect of Tether buying those treasuries is zero for this particular user archetype.

Saif goes on to explain that if anything, Tether is a weapon against the US Treasury system when you consider that they're storing a large portion of the stablecoin backing in Treasuries and then using the yields produced by those Treasuries to buy bitcoin. Slowly but surely over time bitcoin as a percentage of their overall backing of Tether has grown quite significantly starting at 0% and approaching 10% today. It isn't hard to imagine that at some point within the next decade, Bitcoin could be the dominant reserve asset backing tethers and, as a result, Tether could be pegged to bitcoin eventually.

It's a fascinating take on Tether that I've never heard before.

Nothing Stops this Train from Lyn Alden

https://youtu.be/Giuzcd4oxIk

Lyn's been saying it loudly for quite some time now; "Nothing stops this train." She's even been on our podcast to explain why she believes this many times over the last five years. However, I don't think there is one piece of content out there that consolidates her thesis of why nothing stops the train of fiscal irresponsibility and unfettered debt expansion and why that's good for bitcoin than the presentation she gave at the conference. Definitely give this one a watch when you get a chance if you haven't already.

Overall, it was a great week in Vegas and I think it's safe to say that bitcoin has gone mainstream. Whether or not people who have been in the bitcoin industry and community for a while are okay with does not really matter. It's happening and all we can do is ride the wave as more and more people come to recognize the value prop of bitcoin and the social clout they can gain from supporting it. Our job here at TFTC is to help you discern the signal from the noise, continue to champion the self-sovereign usage of bitcoin and keep you abreast of developments in the space as they manifest.

Buckle up. Things are only going to get weirder from here on out.

Bitcoin's Mathematical Destiny

Sean Bill and Adam Back make a compelling case for Bitcoin's inevitable march toward $1 million. Sean points out that Bitcoin represents just a tiny fraction—2 trillion out of 900 trillion—of total financial assets, calling it a "tiny orange dot" on their presentation to Texas pensions. He emphasizes that reaching parity with gold alone would deliver a 10x return from current levels. Adam highlights the mathematical impossibility of current prices, noting that ETF buyers are absorbing 500,000 BTC annually while only 165,000 new coins are mined.

"Who's selling at these prices? It doesn't quite add up to me." - Adam Back

The institutional wave is just beginning. Sean revealed that while 50% of hedge fund managers personally own Bitcoin, only 3% have allocated institutional funds. Combined with emerging demand from nation states and corporate treasuries meeting Bitcoin's fixed supply, the price trajectory seems clear. Both guests stressed the importance of staying invested—missing just the 12 best performing days each year would turn Bitcoin into a losing investment.

Check out the full podcast here for more on pensions allocating to Bitcoin, cypherpunk banking, and commodity trading insights.

Headlines of the Day

Panama Canal Eyes Bitcoin for Payment Option - via X

U.S. Warns of Imminent Chinese Threat to Taiwan - via X

Get our new STACK SATS hat - via tftcmerch.io

Saylor's Bitcoin Strategy Explodes Globally Amid Doubt - via CNBC

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Ten31, the largest bitcoin-focused investor, has deployed 158,469 sats | $150.00M across 30+ companies through three funds. I am a Managing Partner at Ten31 and am very proud of the work we are doing. Learn more at ten31.vc/invest.

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Final thought...

Moving is the least fun part of the human experience.

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Get this newsletter sent to your inbox daily: https://www.tftc.io/bitcoin-brief/

Subscribe to our YouTube channels and follow us on Nostr and X:

@ 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.

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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.

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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.

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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.

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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.

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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.

@ 41fa852b:af7b7706

"Bitcoin is a peaceful revolution." --Alex Gladstein

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Life is still a bit upside-down after our house move, so I'm running slightly behind schedule this week.

I spent yesterday at Cyphermunk House for Bloom Fest, and it was honestly one of the best days I've had as a Bitcoiner. The range of personalities, the positivity, and the energy were all incredible. Huge credit to Psyfer and his team for making it happen. If you're reading this on Sunday, there's still time to head down for day two--full details here.

It's a quieter week for meetups across the UK and Ireland, but everything that's happening is listed below.

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Upcoming Bitcoin Meetups

Happening this week…

1. Belfast Bitcoin: Join them on Tuesday the 3rd June, 20:00. These guys meet in person monthly on the first Tuesday of each month at Ormeau Baths Event Space, 18 Ormeau Avenue, Belfast, BT2 8HS, Northern Ireland. 🍻

2. Bitcoin Walk - Edinburgh: Every Saturday they walk around Arthur's Seat in this historic city. Join them at 12 pm to chat about all things Bitcoin and keep fit. 🚶🏽‍♂️🚶🏼‍♀️🚶🏻

3. Bitcoin Derby: On Saturday the 7th June Bitcoin Derby will be at Ye Olde Dolphin, DE1 3DL. 🍺

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New Businesses Accepting Bitcoin

This week we have…

• Danson Garage: A trusted, independent garage based in Sidcup, DA15 9NP offering honest, high-quality car servicing, repairs and MOTs. Whether it's diagnostics, tyres, brakes or general maintenance, their experienced team provides reliable work at fair prices. They're known for clear communication, quick turnarounds and great customer service, keeping local drivers safely on the road. Now accepting bitcoin. 🚗👨🏻‍🔧
• Pintus Deli: A cherished Italian brasserie, coffee house, and restaurant located at 132 Northcote Road in Wandsworth, South London. Open seven days a week, it offers a delightful menu featuring breakfast, brunch, lunch, and dinner, complemented by freshly brewed coffee, juices, and a selection of wines and cocktails. With its warm ambiance and commitment to fresh, healthy ingredients, Pintus Deli provides a welcoming spot for any meal of the day. Now accepting bitcoin. 🥗🍝
• Stationery Place: Owned by long-established paper specialists John W Adams Ltd, offers a full range of printing, copying, scanning, binding and laminating services, plus custom-made rubber stamps. They stock an extensive selection of specialist paper and card, including their own high-quality range alongside premium brands from top paper companies. With over a century of expertise behind them, Stationery Place is a reliable go-to for both everyday stationery needs and professional print services. Now accepting bitcoin. 🖨️ 📖

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Upcoming Special Events

These events aren't happening next week, but they're important to add to your calendar now as tickets are selling fast.

Children of Riddim Festival - Bitcoin Stage: This is shaping up to be one of the biggest music festivals with Bitcoin vibes in the world.

Around 150 DJs, artists, and speakers will perform over four days, from 12--16 June, in Hemel Hempstead. A dedicated stage, the Barn of Freedom, will spotlight Bitcoin culture, education, and unstoppable apps on the Nostr protocol--alongside music, talks, and much more.

Support for the Barn of Freedom stage can be given via geyser.fund, where both ticket purchases and donations are welcome. One-day and four-day passes are available, and on-site camping is included.

Confirmed names include Joe Bryan, Metamick (Geyser Fund), Roger9000, Angor, MadMunky, Huxley, and many more.

The Bitcoin Beach Retreat: An annual Bitcoin-only gathering held at a scenic coastal campsite in North Wales. Celebrating its fifth year in 2025, the retreat offers a relaxed, community-driven alternative to traditional conferences. From July 11--14, up to 120 Bitcoiners will come together to share knowledge, enjoy beachside BBQs, and strengthen their networks under the stars. With no pre-booked speakers, the event thrives on peer-led workshops and spontaneous discussions, fostering genuine connections among attendees. Emphasising local engagement, the retreat directs the majority of its funds into the surrounding community, with 42% of expenses paid in Bitcoin last year. Whether attending solo or with family, attendees can expect a welcoming environment dedicated to sound money and shared values.

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Get Involved

• Volunteer: Passionate about merchant adoption? Reach out to Bridge2Bitcoin on Twitter or website.
• Start a Meetup: Want to launch a Bitcoin meetup? We'll support you. Contact us on Twitter or just reply to this email.
• Contribute to BTCMaps: Help maintain this key Bitcoin resource--no coding skills needed. Update a UK area.
• Telegram: Join our Channel for UK meetup updates
• Feedback: Reply to this email with ideas and suggestions.

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This week's sponsors is…

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Get out and support the meetups where you can, visit Bitcoin Events UK for more info on each meetup and to find your closest on the interactive map.

Stay tuned for more updates next week!

Simon.

@ 975e4ad5:8d4847ce

Inflation vs. Deflation: What’s the Difference?

Today, we use fiat currencies—dollars, euros, or leva—issued by governments and central banks that can print money without limit. This leads to inflation, a decrease in the purchasing power of money because the money supply grows faster than the goods and services in the economy. The result? Prices for everything—from bread to cars—rise over time.

Bitcoin, unlike fiat money, has a hard cap of 21 million coins, set to be fully “mined” by 2140. This means the money supply is fixed and can’t be arbitrarily increased. In such a system, as technology improves production and the economy grows, the amount of goods and services increases, but the money supply stays the same. The result is deflation—prices fall because the same amount of money is chasing more goods.

The Bread Example

Take bread as an example. Fifty years ago, making bread required a lot of manual labor—kneading, shaping, baking. Today, machines handle most of the process, from mixing dough to packaging. Production is faster, more efficient, and requires fewer workers. Logically, bread should be cheaper, right? Yet, its price has risen from, say, 20 cents decades ago to $1 today. Why? Because inflation, driven by printing more money, outpaces the cost savings from technology. In a Bitcoin standard, those same technological advancements would lead to cheaper bread since there’s no excess money “diluting” purchasing power.

Wages in a Deflationary World

Now, picture your boss saying, “We’re cutting your salary this year.” Sounds like a nightmare, doesn’t it? In today’s world, we expect wage increases to “keep up” with inflation. But in a deflationary world, where prices are falling, a lower salary isn’t a problem. If bread, rent, and clothes get cheaper, you can buy more with less money. For example, if your salary drops from $2,000 to $1,800 but bread falls from $1 to $0.75, your real purchasing power actually increases. It’s a radically different mindset, but it makes sense in a world with a fixed currency.

Why Is This So Hard to Grasp?

The idea of falling prices and wages feels alien because we were born into an inflationary world. From childhood, we’ve seen the cost of everything—food, housing, even coffee at our favorite café—steadily rise. Inflation is so ingrained that we assume prices must go up. But this isn’t a natural law; it’s a consequence of the fiat system. A century ago, when gold backed currencies, prices often stayed stable or even fell as technology advanced. A Bitcoin standard would bring us back to that dynamic.

What Else Should We Know?

A deflationary world brings other fascinating changes. People would save more because their money would be worth more tomorrow. Today, inflation erodes savings, pushing us to spend or invest quickly. In a Bitcoin standard, we’d value the future more since our savings would grow in real value. But there are challenges too—deflation might discourage risky investments because people prefer holding money over spending it on uncertain ventures.

Moreover, a Bitcoin standard reshapes how we think about debt. Today, we take loans knowing tomorrow’s money will be worth less, making repayment easier. In a deflationary world, debts become heavier because you’d owe more real value tomorrow. This could make us more cautious and responsible with borrowing.

A Bitcoin standard invites us to rethink the economy we grew up in. Falling prices and stagnant or declining wages sound like a fantasy, but they’re the logical outcome of a currency with a fixed supply. Technology will keep making life easier and more efficient, and in a world without inflation, this would translate to lower prices and greater purchasing power. Maybe it’s time we stop taking inflation for granted and imagine a world where our money grows more valuable over time.

@ 84b0c46a:417782f5

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こていたんさんのアイコン

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5/26 nostr:nevent1qvzqqqqqqypzpq4np5cygstsu65vsx0ggphrv23kj4z553sh39xwyur08pqvdsqrqyxhwumn8ghj77tpvf6jumt9qywhwumn8ghj7un9d3shjtnwdaehgu3wwa5hyetydejhgtn2wqq3vamnwvaz7tmnv4shycmg9ehx7ueww3hkgcteqqspk6e9e9wph23lt7xumuuu90rayzcswp3gz96c3w25raq9r9agw5cnfgve5

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5/27 nostr:nevent1qvzqqqqqqypzqxlwemj4760tc2ysgqmqdu5tt68th2er6gn8xrsjkjlhvtff6gtzqyt8wumn8ghj7um9v9exx6pwdehhxtn5dajxz7gpzemhxue69uhhyetvv9ujumn0wd68ytnzv9hxgqpqlq0lp52xg7uv4wwzuqy9yhtmcpy5v8ad8v7ft9xcwkdncd97h66q0wmawu

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KAZもさん nostr:nevent1qvzqqqqqqypzpvly86xv0ekl7gar8kfp8glfztvftvwrusjsys8qexwmal3sdz6lqywhwumn8ghj7mn0wd68ytnrdakhq6tvv5kk2unjdaezumn9wsq3wamnwvaz7tmwdaehgu3wd968gctwd4hjumt9dcqs6amnwvaz7tmev9382tndv5qjqamnwvaz7tmjv4kxz7fddfczumn0wd68ytnhd9ex2erwv46zu6nsqywhwumn8ghj7un9d3shjtnwdaehgu3wwa5hyetydejhgtn2wqq3zamnwvaz7tmwveex2mrp0yhxzursqyfhwumn8ghj7am0wshxummnw3ezumn9wsqzpk3nll8rr3sj6adsrfrlgjpj4cyn2sg9rmlz9m2djwk5zp2ku80czfr460

5/28 kaijiさん nostr:nevent1qvzqqqqqqypzpvly86xv0ekl7gar8kfp8glfztvftvwrusjsys8qexwmal3sdz6lqyxhwumn8ghj77tpvf6jumt9qywhwumn8ghj7mn0wd68ytnrdakhq6tvv5kk2unjdaezumn9wsqjqamnwvaz7tmjv4kxz7fddfczumn0wd68ytnhd9ex2erwv46zu6nsqywhwumn8ghj7un9d3shjtnwdaehgu3wwa5hyetydejhgtn2wqq3zamnwvaz7tmwveex2mrp0yhxzursqythwumn8ghj7mn0wd68ytnfw36xzmndduhx6etwqyfhwumn8ghj7am0wshxummnw3ezumn9wsqzpt7w33qv7tlywj0wphremkdft6dpnv3z8mvw0t2pdxcgvlzw6sathjmz0v

マルフォイ nostr:nevent1qvzqqqqqqypzpvly86xv0ekl7gar8kfp8glfztvftvwrusjsys8qexwmal3sdz6lqyw8wumn8ghj7umjw3ex2mrp0yhxxttnw3jkcmrpwghxuet5qyxhwumn8ghj77tpvf6jumt9qys8wumn8ghj7un9d3shjtt2wqhxummnw3ezuamfwfjkgmn9wshx5uqpr4mhxue69uhhyetvv9ujumn0wd68ytnhd9ex2erwv46zu6nsqyghwumn8ghj7mnxwfjkccte9eshquqpzdmhxue69uhhwmm59ehx7um5wghxuet5qqs8r0frcfwqkgpefhd0knjurekna8ztnq69432f3k00wccd0vcrl5c6qr3gh

5/29 nostr:nevent1qvzqqqqqqypzqrec47eremps2u8wvnu6f2sfjg5njhkrxuw9l6r8uzwfzy2gqq2aqyxhwumn8ghj77tpvf6jumt9qywhwumn8ghj7un9d3shjtnwdaehgu3wwa5hyetydejhgtn2wqq3vamnwvaz7tmjv4kxz7fwdehhxarj9e3xzmnyqqsp2c6xh22lfj2ccy95lqu584hfpfz0ds7w2llnf4sv2qs445yqcgqmgwq57

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5/30 nostr:nevent1qvzqqqqqqypzp54kkqfyshkxm078mpzygmfxpqfq6fwu2njry424strce6dmvhwyqqstc5jak2vax4uejyrmu2td3w0spv6k4mds9sfwqtvmh0hwaa3eststwmtzt

nostr:nevent1qvzqqqqqqypzp54kkqfyshkxm078mpzygmfxpqfq6fwu2njry424strce6dmvhwyqqs9v75spmgrxngfn805q5d9fsqa562a8240xkr6z3kvkszkra9plvsgm2qw4

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nostr:nevent1qvzqqqqqqypzpuy2jdcyy3vqr4l9ucmhlpuwnsl29h7lwsvaez00eu4467jlvf7eqythwumn8ghj7mn0wd68ytnfw36xzmndduhx6etwqyxhwumn8ghj77tpvf6jumt9qys8wumn8ghj7un9d3shjtt2wqhxummnw3ezuamfwfjkgmn9wshx5uqpr4mhxue69uhhyetvv9ujumn0wd68ytnhd9ex2erwv46zu6nsqyghwumn8ghj7mnxwfjkccte9eshquqpzdmhxue69uhhwmm59ehx7um5wghxuet5qqsphe28h7t6jmwlvpd90q38xkde87hmy9q24u90sgeaz6hu6nfsazqxkfw56

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@ 35f80bda:406855c0

Privacy is necessary for an open society in the electronic age. Privacy is not secrecy. A private matter is something one doesn't want the whole world to know, but a secret matter is something one doesn't want anybody to know. Privacy is the power to selectively reveal oneself to the world.

If two parties have some sort of dealings, then each has a memory of their interaction. Each party can speak about their own memory of this; how could anyone prevent it? One could pass laws against it, but the freedom of speech, even more than privacy, is fundamental to an open society; we seek not to restrict any speech at all. If many parties speak together in the same forum, each can speak to all the others and aggregate together knowledge about individuals and other parties. The power of electronic communications has enabled such group speech, and it will not go away merely because we might want it to.

Since we desire privacy, we must ensure that each party to a transaction have knowledge only of that which is directly necessary for that transaction. Since any information can be spoken of, we must ensure that we reveal as little as possible. In most cases personal identity is not salient. When I purchase a magazine at a store and hand cash to the clerk, there is no need to know who I am. When I ask my electronic mail provider to send and receive messages, my provider need not know to whom I am speaking or what I am saying or what others are saying to me; my provider only need know how to get the message there and how much I owe them in fees. When my identity is revealed by the underlying mechanism of the transaction, I have no privacy. I cannot here selectively reveal myself; I must always reveal myself.

Therefore, privacy in an open society requires anonymous transaction systems. Until now, cash has been the primary such system. An anonymous transaction system is not a secret transaction system. An anonymous system empowers individuals to reveal their identity when desired and only when desired; this is the essence of privacy.

Privacy in an open society also requires cryptography. If I say something, I want it heard only by those for whom I intend it. If the content of my speech is available to the world, I have no privacy. To encrypt is to indicate the desire for privacy, and to encrypt with weak cryptography is to indicate not too much desire for privacy. Furthermore, to reveal one's identity with assurance when the default is anonymity requires the cryptographic signature.

We cannot expect governments, corporations, or other large, faceless organizations to grant us privacy out of their beneficence. It is to their advantage to speak of us, and we should expect that they will speak. To try to prevent their speech is to fight against the realities of information. Information does not just want to be free, it longs to be free. Information expands to fill the available storage space. Information is Rumor's younger, stronger cousin; Information is fleeter of foot, has more eyes, knows more, and understands less than Rumor.

We must defend our own privacy if we expect to have any. We must come together and create systems which allow anonymous transactions to take place. People have been defending their own privacy for centuries with whispers, darkness, envelopes, closed doors, secret handshakes, and couriers. The technologies of the past did not allow for strong privacy, but electronic technologies do.

We the Cypherpunks are dedicated to building anonymous systems. We are defending our privacy with cryptography, with anonymous mail forwarding systems, with digital signatures, and with electronic money.

Cypherpunks write code. We know that someone has to write software to defend privacy, and since we can't get privacy unless we all do, we're going to write it. We publish our code so that our fellow Cypherpunks may practice and play with it. Our code is free for all to use, worldwide. We don't much care if you don't approve of the software we write. We know that software can't be destroyed and that a widely dispersed system can't be shut down.

Cypherpunks deplore regulations on cryptography, for encryption is fundamentally a private act. The act of encryption, in fact, removes information from the public realm. Even laws against cryptography reach only so far as a nation's border and the arm of its violence. Cryptography will ineluctably spread over the whole globe, and with it the anonymous transactions systems that it makes possible.

For privacy to be widespread it must be part of a social contract. People must come and together deploy these systems for the common good. Privacy only extends so far as the cooperation of one's fellows in society. We the Cypherpunks seek your questions and your concerns and hope we may engage you so that we do not deceive ourselves. We will not, however, be moved out of our course because some may disagree with our goals.

The Cypherpunks are actively engaged in making the networks safer for privacy. Let us proceed together apace.

Onward.

Eric Hughes hughes@soda.berkeley.edu

9 March 1993

@ 10f7c7f7:f5683da9

Unfortunately, I’m yet to be approached by either friends or family to enquire about bitcoin, I have very few friends, and my family are generally comfortable in their fiat lives. However, I often feel the need to prepare myself if the situation arises where I’m asked and I don’t do my usual, “ah, it’s just a hat” response and say nothing about bitcoin. As a result, I’m thinking through scenarios when I get asked, maybe even asked for advice and work out how to respond to people I care about, or even people I’m less bothered about, but I really don’t want to be the asshole who says; “have fun staying poor”.  As Tuur Demeester mentioned, we need to prepare ourselves mentally for when price goes crazy, so we don’t immediate start acting up with ridiculous Lambo shaped purchases but also not realise the cash to do something that will benefit you and your loved ones. We also need to prepare ourselves for the phonecalls we may receive “wen moon”. I’m not going to suggest that anyone should or should not do anything, but I’m going to try and work some things out, so that when I’m asked, I can respond in a way that is balanced, constructive and will help the person I’m speaking to make progress in their journey.

Firstly, if they say that I’m just luck to have found bitcoin before them, there are many useful quotes that can be used as a response to this, but one of my favourites has to be from Thomas Jefferson:

“I find that the harder I work, the more luck I seem to have”

Short, simple and to the point, while also bringing the idea back from success being related to some magical concept that some people have and some people don’t, that removes the individual’s agency to positively impact their lot in life.

After this, the next suggestion may be related to luck, but at least this can be measured; how early did you first hear about bitcoin? Obviously, there could be some factors that may be outside of one’s immediate control, such as whether your name was on the cypherpunk mailing list in late 2009. Saying this, very few individuals chose to act on the contribution of one of the unknown contributors (Satoshi Nakamoto) who suddenly appeared on the mailing list, so started directing resources towards the network at the start. Even those that did and accumulated large stockpiles in the early days may have not initially known what they had or may have simply lost what they accumulated (poor old James Howells is still trying to dig up a Welsh refuse site). There are also those infamous episodes where individuals were given bitcoin early on and didn’t understand what they had or were simply careless with the necessary information (Alex Jones once received 10k bitcoin from Max Keiser). Even more recently, Dave Portnoy purchased a significant amount of bitcoin, was walked through the whole process by Marty Bent, but later lost his keys, suggesting it is not sufficient to simply be earlier to bitcoin to benefit from it, but something else.

If the person you speak to mentions they are late, there are many opportunities to illustrate how being early may not have given a better outcome and even resulted in a negative outcome, “I lost so many bitcoins, I’m not touching that crap again”. After knowing that you once owned X number of bitcoin, to have then had to start again from zero would be a very difficult barrier to get over. James Howells may have been in a much better situation if he had never mined those early bitcoin, and arrive at the topic years later and began buying like most others, or started buying as soon as he realised what bitcoin was. To provide the counter argument, there is also a story of someone having their bitcoin seedphrase stolen from cloud storage (big respect to RMessitt), but rather than sitting back and complaining, instead began to accumulate once more, only this time with better security hygiene. While they may not have been able to reaccumulate what they had before, they are in a better position than if they had simply given up, attributing it to bad luck, rather than working hard. These examples suggest that it may not only be about being early, but also about something else that has allowed certain early adopters (such as Max Keiser), to both keep and continue accumulating bitcoin since.

This leads to a final type of early adopter, who may not have lost access to their bitcoin, but may be useful to helping explain to your friend or family, why luck nor timing are what they think they’re cracked up to be. If you had a family member or friend that you trusted, and they said they had bought some bitcoin and if you wanted, they would buy some for you, would this be a good, bad or indifferent thing to happen? If you didn’t get worried the first-time price dropped and sold, it might have worked out quite well for you financially if you held it for 4 or more years. However, unless you took this intervening time to investigate what you had bought (you’re likely a busy person if you’d been able to accumulate sufficient cash to throw a bit into bitcoin to make it worth your while), you may not know what you owned. As a result, rather than not selling when the price dipped (fingers crossed your friend would never have actually let you press the sell button), if the price rose considerably, you might sell some, and thought yourself very wise having maybe bought pre-2020, and then having made a humble 20x in late 2024.

From a dollar, pound, euro, yen perspective, this is very much a success, a good trade and positive profit, but from a bitcoin perspective, this is selling the best and buy a worse asset, this is ending up with fewer sats, but most importantly, this is not understanding why bitcoin. During the time you held (ignored or forgotten about), you would have missed the opportunity to explore what you had bought all those years before and why it might be of interest. If you had, you may have thought about exploring how to purchase some more, how to self-custody your bitcoin and any other bitcoin related skill you could develop, getting you to a point where when price rose, the idea of “cashing out” was not your immediate thought. In this final example, if you had chosen to sell all your bitcoin when the price rose, while you may have “made out like a bandit”, but you would also return yourself to your prior no-coiner state, ultimately only temporarily better off, until that fiat tended to zero. The questions can then be raised, what was missing from this lucky, early individual’s journey?

This will hopefully give your inquisitive yet naïve no-coiner friend a chance to take a step back, reflect on their earlier comments, and feel the warmth in their cheeks as they realise they are blushing slightly that they called you lucky (well, here’s hoping). If nothing else, these examples will help illustrate that neither luck nor timing is all it takes to benefit from bitcoin. The final example then illustrates that it isn’t only about owning bitcoin from when it is cheaper (in their mind, bitcoin is always undervalued) until the price reaches a higher level, there is something else that is important. For me, this something is being inquisitive to learn about what you own, to develop understanding and build sufficient conviction to be able to response calmly when someone you care about refers to bitcoin as a scam, a ponzi scheme or the currency of choice of child traffickers (that would be the US dollar). Conviction is also important for those moments when the fiat price may have fallen, as it did throughout 2022, so that rather than sell, you’ve continued to purchase more, in an attempt to offset the purchases you may be regretting that you made at the prior peak. If you have the conviction, you can also be comfortable that you will neither time the bottom, nor deploy all the dry powder at this time, but you’re still comfortable that you’re moving the product of your time and effort into an asset that you control, that over time will store value better than fiat currency. From listening to very close to 40 hours of podcasts a week (shout out to bitcoin Bugle) for the past 5 years (yep, that’s over 10k hours), much to the family’s annoyance, irrespective of the dollar value, it is better to hold bitcoin than anything else.

As a result, it is absolutely, definitely not about being lucky, don’t attribute to luck what I worked damn hard to accumulate! It is also not about being early. While the example above may have a much lower entry price than I ever had and my first purchase in April 2020 was only for £50, neither is important to where I am now. My average cost basis is now multiple times higher than this first purchase, but that is not the point, and this is what I’ll tell my friend or family if they ever ask the question. Yes, buy a little now, I’ll help you and hopefully you won’t lose it, but more importantly, try and answer the question of why someone would listen to 10k hours of podcasts about bitcoin? While trying to get an answer to this question, they may begin to realise for themselves that it is worthwhile working harder to learn about this asset and starting the save the value of your time and effort in it. If they are willing the build their own conviction about bitcoin, they will be able to realise that starting today is the earliest they’ll ever be able to start and if they do, maybe someone in the future will tell them they are early or lucky, and this whole process can begin again. The circle of being the “lucky” bitcoiner.

“There is no early or late, lucky or unlucky, there is only knowledge and those too proud to learn”

@ 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.

@ ce2820ce:8cf20d40

By now, most of you have probably heard Bitcoin talked about in vague and mysterious terms in the news or online. What IS it? What does it actually DO? And HOW is it actually worth anything at all?

These are big questions that involve some big answers that (for the sake of this article) I am not entirely prepared to give you, and that you are likely (in all honesty) not entirely prepared to hear. Cryptographic Hash functions, verifiable ledger transactions, store of value, proof of work, custodial vs non-custodial wallets.

What are all these things? Why do they matter, and what is it that you really NEED to understand about bitcoin?

Here we go...

In my opinion, what you need to know to feel good about bitcoin is about as much as you NEED to know about how your car starts up in the morning when you need it to, or about what's happening inside your iPhone when you tap your fingers to that illustrious screen. At its base function, assuming the machine is well built and reliable, all you need is the key, or your passcode, and a basic level of intelligence for it to do what you need it to. Not many of us really obsess over what's actually happening behind the scenes of these daily and habitual items, and not many of us should really have to, either. As long as we can trust and verify the producers of the products we are agreeing to purchase, we should let them worry about the mechanics so that we can go about our lives as intended, and with the added benefits of these items.

And so it goes for bitcoin. “But what IS it?!” is the most common way I hear people discredit the mysterious “coin” that doesn't actually exist, and that doesn't actually give you anything to hold on to. It's true, the answer is not straightforward and not exactly simple, and it involves a fair amount of nerd-speak, but not more than I would argue than is necessary for even a basic explanation of the way our current market economics, Federal Reserve, and monetary policy are functioning behind the simple exchange of cash money, not to mention credit card transactions.

How quickly I would lose you, if I have not already, to the bore of technical details and regurgitated economic theories, and so I am going to try something new, and get you to understand not what Bitcoin is, but why Bitcoin is, and what that means for the security, wealth and financial independence of our collective future.

At its very very core, the fundamental concept to understand is this one of FULL OWNERSHIP. When you own your bitcoin, and we'll go a bit deeper into that in a minute, what you own is a 12 word phrase that when entered into the network to make a transaction is the only way for the network to identify who you are. No one else has that same private key, and no one else has any way to obtain it, unless they pry it from your very hands, or manage to extract it from you by way of trickery.

We've all heard the stories of the “lost bitcoin wallet”. That person who lost their passphrase claiming to hold what could now be millions of dollars worth of bitcoin. These stories are often posited as negative features of the bitcoin network, but there are words we use for these types of people in general; irresponsible, nearsighted and dumb.

The beauty, and the apparent pariah of bitcoin is this very feature:

SELF OWNERSHIP.

When done properly, you and only you can interact or interfere with your bitcoin identity. The network is verified 1000 times over every second by a network of contributors, and as long as you hold those keys, then your bitcoin balance on the ledger is always and forever linked to you. When you decide to send that bitcoin to someone else on the network; that transaction is listed, your private key transcribed (by an enormously complicated and involved amount of computational work) onto a unified public ledger that is then verified and trusted (again by a brilliantly devised and incredibly complex computer function) to be posted as the de-facto “true” balance sheet.

Unlike any bank or credit card company of today, where a portion of every transaction, and every nefariously collected fee is sanctioned off to some private network of profiteers, the bitcoin networks fees are directly paid to the “workers” (aka miners) who run the computers (and thus pay for the electricity) to keep the network functioning. These small independent to giant mining farms all over the globe are thus given an incentive to keep up the network. Even small-time nodes can generate income for their local operations. Well, generate bitcoin, and you can decide to call that income or not!

-—

What's happening today with bitcoin is what I fear will be the death of such a beautifully crafted and functioning system. Today you can buy bitcoin easily in many mobile apps (CashApp, Coinbase, Robinhood, Venmo, and more) and watch its value go up and down in excitement or dismay. What we don't realize when we buy bitcoin this way, is that we are treating it much like we treat the rest of the money in our bank. At some basic level, the bank holding your assets has legal and/or physical control of it while in their hands. Sure, they keep your name on it, but they can block your access to accounts at their discretion. They can charge unnecessary and unexplained fees, and they can use it to invest however they like while it's theirs.

The bottom line is; If you don't own your key, you don't own your bitcoin. When you hear of exchanges like FTX going down, which claimed to be holding your crypto while they flagrantly spent it, and millions of people lost their money. Well, those irresponsible (and nearsighted, and dumb) people entrusted their assets to an irresponsible, (and corrupt, and nearsighted, and incredibly dumb) unverifiable company.

What I am saying is, it is wrong to adopt Bitcoin without adopting the core principles behind it. Self-responsibility, full ownership, trust, verification, and value based on effort (aka proof-of-work) are essential features of bitcoin's operation. We have not even mentioned (nor will we in great detail) the mathematically verifiable finite amount of bitcoin that will exist over the next century. It is sure fact. It will become scarce with time, and its value will subsequently increase. Can we be so certain of any other markets you can think of?

Everything about the bitcoin network is transparent. The original white-paper is easily accessible. The 21 million coin limit, the self-supported and self sustained network principles, all of it. The entire verified ledger is a roughly 10 Gigabyte txt file of encrypted transactions, and its duplicated and replicated all over the world by a genius system of nodes. Nodes make a profit for providing the computer power, and there is no central command, CEO or shareholders outside the system able to profit or interfere.

Unless...and this is the clincher, unless big companies start stacking up their own coiffeurs of bitcoin with their enormous buying power and then offering it out at a premium (with added transaction fees) through their own proprietary banks and apps. Unless these whales – as we like to call them – have enough weight in the market to create their own influence, and they are able to buy it up before the plebs – as we also like to call them – are able to secure their hands on it without these 3rd parties.

So anyone who has jumped on the bitcoin bandwagon, and helped make Coinbase a billion dollar public company, and let them hold your assets behind an email login and an account with them, let me tell you something, “You've been duped!”. The only way to own bitcoin is to store your bitcoin in a wallet that you own the keys to. I'm not going to teach you any more about that here, but by now you should probably get the point.

Bitcoin represents a society that trusts its individuals to have the responsibility to handle themselves accordingly. The value you hold, and the value you contribute to your community, represents your worth, and is to be valued accordingly. Everything has a value. YOU have a value, and it is much greater than any amount of money can give you, but it is also something that can be scary to hold and to be responsible for all on your own. In a society where we offload every bit of our liability and personal holdings to insurance companies and banks, bitcoin represents a shift to a world without unnecessary and energy sucking intermediaries. It also offers a world we are not used to, in which we have to educate ourselves and trust ourselves enough not be fools and to take the proper precautions to secure our assets long-term for the future. Bitcoin will grow, and it will continue to be valued. That much should be apparent at this point.

So...do what you will. I'm not here to preach, I'm just here to inform. However, I do advise against being irresponsible, nearsighted, and dumb.

Just...don't believe in systems you can't verify. Don't trust money that you don't own, and don't put your future in anyone else's hands.

If you understand that fundamental shift, you understand enough about bitcoin to put your keys in the ignition and get started. You'll just have to take it upon yourself to figure out how.

Hodl On.

- §parrow

www.primal.net/sparrow

@ 8d34bd24:414be32b

Many people today believe that the church has replaced Israel and that the promises given to Israel now apply to the church. When we say this, we are calling God a liar.

Can you imagine a groom promising to love and cherish his wife until death do they part and then saying, “I’m keeping my promise by loving and cherishing a new and different wife.”? We would never consider that man to be honest, faithful, and good. If God promised to protect and guide Israel, to have a descendant of David on the throne, and to give them the land, we can only trust Him if He fulfills these promises.

When we say the church has replaced Israel, we make two mistakes. We raise up the church beyond what is right and we put down Israel. We need to be careful because God promised Abraham:

“And I will bless those who bless you, And the one who curses you I will curse. And in you all the families of the earth will be blessed.” (Genesis 12:3)

and He reiterated this promise to Israel during the Exodus:

“He couches, he lies down as a lion,\ And as a lion, who dares rouse him?\ Blessed is everyone who blesses you [Israel],\ And cursed is everyone who curses you [Israel].” (Numbers 24:9) {clarification mine}

When we curse Israel or the Jews, we will be under God’s curse. Now this does not mean that every criticism of a particular action by Israel’s leaders brings a curse. Today’s nation of Israel is led by fallible men like every other nation, so there are mistakes made or corruption by particular leaders. It does, however, mean that generalizations against Israel and the Jews are wrong and of Satan.

Paul specifically warned the church against thinking they had replaced Israel in God’s blessing and love.

If the first piece of dough is holy, the lump is also; and if the root is holy, the branches are too.

But if some of the branches were broken off, and you, being a wild olive, were grafted in among them and became partaker with them of the rich root of the olive tree, do not be arrogant toward the branches; but if you are arrogant, remember that it is not you who supports the root, but the root supports you. You will say then, “Branches were broken off so that I might be grafted in.” Quite right, they were broken off for their unbelief, but you stand by your faith. Do not be conceited, but fear; for if God did not spare the natural branches, He will not spare you, either. Behold then the kindness and severity of God; to those who fell, severity, but to you, God’s kindness, if you continue in His kindness; otherwise you also will be cut off. And they also, if they do not continue in their unbelief, will be grafted in, for God is able to graft them in again. For if you were cut off from what is by nature a wild olive tree, and were grafted contrary to nature into a cultivated olive tree, how much more will these who are the natural branches be grafted into their own olive tree?

For I do not want you, brethren, to be uninformed of this mystery—so that you will not be wise in your own estimation—that a partial hardening has happened to Israel until the fullness of the Gentiles has come in; and so all Israel will be saved; just as it is written,

“The Deliverer will come from Zion,\ He will remove ungodliness from Jacob.”\ “This is My covenant with them,\ When I take away their sins.” *From the standpoint of the gospel they are enemies for your sake, but from the standpoint of God’s choice they are beloved for the sake of the fathers*; for the gifts and the calling of God are irrevocable**. For just as you once were disobedient to God, but now have been shown mercy because of their disobedience, so these also now have been disobedient, that because of the mercy shown to you they also may now be shown mercy. For God has shut up all in disobedience so that He may show mercy to all. (Romans 11:16-32) {emphasis mine}

Paul warns that although the Jews were pruned away due to rejection of Him and gentiles were grafted into Him by faith, if we reject God’s word, we can be pruned away and if the Jews return to Jesus, they can be grafted back in. He predicts that the Jews will return. “…that a partial hardening has happened to Israel until the fullness of the Gentiles has come in; and so all Israel will be saved.” He also says regarding Israel that “the gifts and the calling of God are irrevocable.” Yes, Israel rejected Jesus and was punished for doing so, but they will be called back to God and trust in their Messiah, Jesus. In the end, all the promises of God to Abraham, Jacob, David, and others regarding Israel, will be brought to complete fulfillment.

Both the Old and New Testaments talk about Israel being punished for rejecting God and their Messiah, but that, after the time of the Gentiles, they will be called back to Him.

and they will fall by the edge of the sword, and will be led captive into all the nations; and Jerusalem will be trampled under foot by the Gentiles until the times of the Gentiles are fulfilled. (Luke 21:24)

After Daniel had been in prayer and repentance for the sins of Israel, the angel Gabriel came with this prophecy about Israel.

“Seventy weeks have been decreed for your people and your holy city, to finish the transgression, to make an end of sin, to make atonement for iniquity, to bring in everlasting righteousness, to seal up vision and prophecy and to anoint the most holy place. So you are to know and discern that from the issuing of a decree to restore and rebuild Jerusalem until Messiah the Prince there will be seven weeks and sixty-two weeks; it will be built again, with plaza and moat, even in times of distress. Then after the sixty-two weeks the Messiah will be cut off and have nothing, and the people of the prince who is to come will destroy the city and the sanctuary. And its end will come with a flood; even to the end there will be war; desolations are determined. (Daniel 9:24-26)

In this prophecy, the prediction of 69 weeks (literally sevens, but meaning groups of 7 years) from the decree to rebuild Jerusalem (by Artaxerxes) to the Messiah was fulfilled to the day when Jesus rode into Jerusalem on a donkey on Palm Sunday.

I always thought it strange that the prophecy predicted 70 sevens and that there was the first 69 sevens (483 years), then \~2,000 years where nothing happens, and then comes the final seven — the Great Tribulation. It didn’t make sense until I realized, the 70 sevens referred to the years of Israel. The time of the gentiles intervenes between the 69th and 70th sevens. This delay happened due to Israel rejecting their Messiah.

When He approached Jerusalem, He saw the city and wept over it, saying, “If you had known in this day, even you, the things which make for peace! But now they have been hidden from your eyes. For the days will come upon you when your enemies will throw up a barricade against you, and surround you and hem you in on every side, and they will level you to the ground and your children within you, and they will not leave in you one stone upon another, because you did not recognize the time of your visitation.” (Luke 19:41-44)

We are now in the time of the Gentiles, the church age, the intermission in the story of Israel. After the church is raptured, the story will return to Israel. The Jews (at least many of them) will finally accept their Messiah. They will suffer through the Tribulation while witnessing to the world and then God will finally fully fulfill His promises to Israel through the Millennial kingdom.

Alas! for that day is great,\ There is none like it;\ And it is the time of Jacob’s distress,\ But he will be saved from it.

‘It shall come about on that day,’ declares the Lord of hosts, ‘that I will break his yoke from off their neck and will tear off their bonds; and strangers will no longer make them their slaves. But they shall serve the Lord their God and David their king, whom I will raise up for them.

Fear not, O Jacob My servant,’ declares the Lord,\ ‘And do not be dismayed, O Israel;\ For behold, I will save you from afar\ And your offspring from the land of their captivity.\ And Jacob will return and will be quiet and at ease,\ And no one will make him afraid.\ For I am with you,’ declares the Lord, ‘to save you;\ For I will destroy completely all the nations where I have scattered you,\ Only I will not destroy you completely.\ But I will chasten you justly\ And will by no means leave you unpunished.’ \ (Jeremiah 30:7-11) {emphasis mine}

Jacob’s distress is the final Tribulation. The 144,000 Jewish witnesses will be saved through the whole Tribulation. Others may become saved and die a martyrs death, but they will then be brought into the millennial kingdom where the Messiah will fill the throne of David and Israel will reach from the River to the Sea.

The Jews have already been saved “from afar, and your offspring from the land of their captivity” with the recreation of Israel in 1947 and the continual return of Jews to their homeland.

God is working to fulfill His promises to Israel and His work is nearly complete.

“O Jacob My servant, do not fear,” declares the Lord, “For I am with you. For I will make a full end of all the nations where I have driven you, Yet I will not make a full end of you; But I will correct you properly And by no means leave you unpunished.” (Jeremiah 46:28)

God promises a “full end of all the nations where I have driven you.” Those nations and people who try to destroy Israel will be destroyed. As Christians we should love what God loves, and despite Israel’s repeated betrayals, God still loves Israel, so we should, too.

May the God of heaven give us a right view of Israel. May we see them as God sees them. May God use us to share the Gospel in such a way as to lead to a harvest of Jews for the Kingdom of God. To God be the glory!

Trust Jesus

@ 91117f2b:111207d6

In Nigeria, two popular swallow dishes have been vying for the top spot in the hearts (and stomachs) of food enthusiasts: Semovita and Pounded Yam. Both dishes have their loyal followers, and the debate about which one is better has been ongoing. Let's dive into the world of Nigerian cuisine and explore the characteristics of these two beloved dishes.

Semovita: The Smooth Operator

Semovita is a popular swallow made from semolina flour, which is derived from durum wheat. It's known for its smooth texture and ability to absorb flavors well. Semovita is often served with a variety of soups, including egusi, okra, and vegetable soup. Its neutral flavor makes it a versatile option for pairing with different soups.

Pounded Yam: The Classic

Pounded yam is a traditional Nigerian dish made from boiled yam that has been pounded into a smooth, stretchy dough. It's a staple in many Nigerian households and is often served with soups like egusi, okra, and efo riro. Pounded yam has a distinct texture and flavor that's hard to resist.

The Verdict

So, which one is better? The answer ultimately comes down to personal preference. If you like a smooth, neutral-tasting swallow that absorbs flavors well, Semovita might be the way to go. If you prefer a more traditional, stretchy swallow with a distinct flavor to fill your tum tum, Pounded Yam is the better option.

Tips for Enjoying Both Dishes

• Experiment with different soups to find your favorite pairing.
• Pay attention to the texture and flavor of the swallow.
• Don't be afraid to try new combinations and flavors.

Conclusion

The debate between Semovita and Pounded Yam may never be settled, but one thing is certain: both dishes are delicious and beloved in Nigerian cuisine. Whether you're a fan of Semovita or Pounded Yam, there's no denying the joy of enjoying a warm, satisfying swallow with a flavorful soup.

Which one do you prefer?

Me personally groundnut soup

@ 0c65eba8:4a08ef9a

If you’ve been following me, you know I only offer what I live. I’ve created something life-changing for fathers with sons aged 10–14, and I want you to join me.

I’m doing this with my own son. And I’m looking for just ten other fathers to join us. This will be an exclusive group. You’ll meet my son. Your sons will interact with each other. That means I’m only choosing men I’d personally want around. Men who will protect, challenge, and elevate each other and our boys.

This is not a retreat. It's not a weekend workshop. It's not a fun hike with your kid.

This is a one-year rite of passage designed to initiate your son, and yourself, into manhood. It's a call to fathers ready to lead on a new level.

If you're a father with a son aged 10–14, and you already know that modern culture is not going to turn him into a man, you need to read this.

What we're offering is not mainstream. It is not ideological. It is not religious, though it is fully compatible with your religious beliefs. It's the revival of a lost tradition: the intentional, demanding, and sacred transfer of masculine responsibility from father to son.

The Program

• Starts October. Ends with a 170km Mont Blanc trek in late June 2025.

• Includes bi-weekly training for fathers on how to teach masculinity, logic, discipline, and legacy.

• Includes physical training plans, intellectual and moral development, and the cultivation of sovereignty.

• Ends with a 10–14 day hike and formal coming-of-age ceremony on the trail.

What You’ll Get as a Father

• A framework to build your family legacy

• The tools to teach your son how to think, speak, and act like a man

• A tribe of other fathers walking the same road

• A transformation in your own identity as a sovereign leader, not just a provider

What Your Son Will Gain

• A year of direct male mentorship

• Physical, emotional, and spiritual preparation for adolescence

• A clear initiation into manhood acknowledged by his father and peers

• The confidence that comes from being tested and affirmed in his masculinity and sovereignty

Why This Matters Now

We live in a culture that infantilizes boys, vilifies men, and offers no clear path from one to the other. If you don’t initiate your son, the culture will, and it will do so with screens, porn, weakness, and shame.

If you're the kind of man who:

• Knows something is deeply wrong with how boys are being raised today

• Has the courage and discipline to lead

• Wants to pass on strength, clarity, and purpose, not confusion

...then this may be the most important investment you ever make.

We are looking for 8 to 10 fathers for the first cohort.

If you're interested in learning more, message me. No price is listed yet, but this is for fathers ready to invest in themselves to become better leaders and in their sons' future as men. If you're looking for a bargain, this isn't for you. If you're looking to make a generational impact, it might be.

🔥 Only 10 Fathers Will Be Chosen

This is not for everyone. This is for fathers who want to lead, fully, unapologetically, and with purpose. If that’s you, don’t wait.

Book your discovery call now and let’s talk. I want to hear your story, meet you man-to-man, and see if you belong in this first cohort.

🔗 Schedule Now

Let’s build men. One father, one son, one rite at a time.

@ 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 ```

@ 91117f2b:111207d6

Extroverts are often described as the life of the party, thriving in social situations and feeding off the energy of those around them. But what makes extroverts tick? Let's dive into the world of extroversion and explore the characteristics, strengths, and challenges of being an extrovert.

What is Extroversion?

Extroversion is a personality trait characterized by a tendency to focus on the outside world, drawing energy from social interactions and external stimuli. Extroverts tend to be outgoing, talkative, and sociable, often seeking out new experiences and connections.

Strengths of Extroverts

1. Social Skills: Extroverts tend to be naturally adapt at navigating social situations, building relationships, and communicating effectively.

2. Confidence: Extroverts often exude confidence and charisma, making them more likely to take risks and pursue new opportunities.

3. Networking: Extroverts tend to have large social networks, which can lead to new connections, collaborations, and career opportunities.

Challenges of Extroverts

1. Overstimulation: Extroverts can become overwhelmed by too much social stimulation, leading to burnout and exhaustion.

2. Impulsivity: Extroverts may act impulsively, speaking or acting without fully thinking through the consequences.

3. Depth vs. Breadth: Extroverts may prioritize quantity over quality in their relationships, potentially leading to shallow connections.

Famous Extroverts

1. Entertainers: Many entertainers, such as actors and musicians, are known for their extroverted personalities and charisma.

2. Leaders: Extroverted leaders, such as politicians and CEOs, often excel at inspiring and motivating others.

3. Social Media Influencers: Extroverts may thrive in the world of social media, building large followings and creating engaging content.

Embracing Extroversion

Whether you're an extrovert or know someone who is, understanding the strengths and challenges of extroversion can help you navigate social situations and build meaningful relationships. By embracing their natural tendencies and being mindful of potential pitfalls, extroverts can thrive in their personal and professional lives.

@ 58537364:705b4b85

โลกเป็นอย่างไร เพราะใจเราเป็นอย่างนั้น

พระอาจารย์ไพศาล วิสาโล วัดป่าสุคะโต แสดงธรรม เย็นวันที่ ๓๑ กรกฎาคม ๒๕๖๕

คนเราทุกคนมีตา หู จมูก ลิ้น กาย แล้วก็ใจ ตา หู จมูก ลิ้น กาย มีไว้เพื่อรับรู้โลกภายนอก ตารับรู้รูป หูรับรู้เสียง จมูกรับรู้กลิ่น ลิ้นรับรู้รส และกายก็รับรู้สัมผัสที่เรียกว่าโผฏฐัพพะ และไม่ว่าจะรับรู้โลกภายนอกอะไร มันก็ส่งมาที่ใจ ใจทำหน้าที่คิด ทำหน้าที่รู้สึก

เราก็คงจะสังเกตได้ว่า เรารับรู้อะไร ใจก็มักจะเป็นอย่างนั้น เช่น ถ้าเกิดเราเห็นภาพคนกำลังอดอยากหิวโหย ก็เกิดความรู้สึกเศร้า สงสารในใจของเรา ถ้าเห็นภาพอุบัติเหตุรถยนต์ ก็เกิดความเสียวสยอง หรือว่าหวาดวิตกในใจ ถ้าเห็นเด็กกำลังร้องไห้ ก็เกิดความรู้สึกเศร้าในใจของเรา แต่ถ้าเกิดเห็นภาพคนกำลังสนุกสนานรื่นเริง มันก็มีความยินดีเกิดขึ้นในใจ

รับรู้อะไรก็มีผลต่อใจของเรา รับรู้สิ่งที่เป็นลบ ใจก็พลอยรู้สึกลบไปด้วย รับรู้สิ่งที่เป็นบวก ใจก็พลอยเป็นบวกไปด้วย เพราะฉะนั้นการรับรู้อะไร ก็เป็นสิ่งที่เราต้องใส่ใจ

ถ้าเราอยากจะให้ใจเราสงบ ใจเราเป็นสุข ไม่ถูกแผดเผาด้วยความโกรธ หรือว่าไม่ถูกกดกดดันด้วยความเศร้า หรือว่าถูกกระตุ้นเร้าด้วยความโลภ ความอยาก อันนี้ก็โยงไปถึงว่า เราเลือกที่จะอยู่ไหนด้วย ถ้าเราเลือกที่จะอยู่ในที่ที่สงบสงัด ใจก็พลอยสงบ หรือว่าสามารถจะเย็นได้ง่าย

เพราะฉะนั้นธรรมะข้อหนึ่งในโอวาทปาฏิโมกข์คือ พึงนอนและนั่งในที่สงัด ในที่ที่สงัดที่ที่เป็นรมณีย์ มันก็มีส่วนน้อมใจให้สงบไปด้วย

รวมทั้งการรู้จักใช้หู ใช้ตา ใช้จมูกให้เป็น ต้องรู้จักเลือกรับรู้สิ่งที่มันจะเกื้อกูล ต่อการสร้างกุศลธรรมขึ้นมาในใจ อย่างไรก็ตามเท่านั้นยังไม่พอ เพราะว่าการรับรู้ของเรา บ่อยครั้งเราไม่ได้รับรู้สิ่งที่เกิดขึ้นข้างหน้าเราอย่างที่มันเป็นจริง

บ่อยครั้งเราก็มีการตีความหรือปรุงแต่ง เราไม่ได้เห็นอย่างที่รูปปรากฏ เราไม่ได้ได้ยินอย่างที่เสียงมากระทบหูเรา เพราะว่ามีการตีความ หรือปรุงแต่งซ้อน แบบเรียกว่าสนิทแนบแน่นเลย อย่างเช่น เห็นคนกระซิบกระซาบต่อหน้าเรา เราก็อาจจะตีความไปว่า เขากำลังพูดถึงเรา หรืออาจจะถึงขั้นนินทาเรา แต่ความจริงอาจจะไม่ได้เป็นอย่างนั้น

หรือว่ามีคนบางคนมองหน้าเรา จ้องเรา เราก็อาจจะตีความว่า เขากำลังหาเรื่องเราก็ได้ หรือเขากำลังไม่พอใจเรา แต่ว่าความจริงอาจจะไม่ได้เป็นอย่างนั้นก็ได้ แต่ว่าเราตีความไปแล้ว แล้วส่วนใหญ่เราก็จะไม่ได้เห็น ไม่ได้รับรู้สด ๆ หรือว่าอย่างที่มันเป็น

แต่ว่ามันมีการตีความ ตีความในทางบวกก็มี ตีความในทางลบก็มี ซึ่งตรงนี้บ่อยครั้งก็สร้างปัญหา หรือสร้างความทุกข์ให้กับเรา เพราะการที่เราไม่ได้เห็นอะไรอย่างที่มันเป็นจริงๆ มันมีการตีความในใจของเราหรือด้วยใจของเรา และเราก็เผลอไปคิดว่า สิ่งที่จิตตีความ มันคือความจริง แต่บ่อยครั้งมันก็เป็นแค่การปรุงแต่ง หรือความคิดของเราเอง

มีพระทิเบตท่านหนึ่งเล่าว่า มีคราวหนึ่งจะเดินทางขึ้นเครื่องบิน ที่สนามบินมีการตรวจเอกซเรย์ข้าวของ โทรศัพท์ คอมพิวเตอร์ ระหว่างที่กำลังรอข้าวของของท่านที่กำลังผ่านการเอกซเรย์ ท่านก็เหลือบไปมองเห็นด่านรักษาความปลอดภัยอีกด่านหนึ่ง ที่เป็นด่านสุดท้าย

แล้วก็สังเกตว่ามีเจ้าหน้าที่รักษาความปลอดภัยคนหนึ่ง รูปร่างสูงใหญ่ มีหนวดเฟิ้มเลย จ้องมองมาที่ท่าน จ้องแบบเขม็งเลย ท่านเหลียวไปมองหลายครั้งก็เห็นว่าเขายังจ้องไม่เลิก ก็รู้สึกไม่ค่อยสู้ดีแล้ว เอ๊ะ หรือว่าเจ้าหน้าที่คนนี้กำลังสงสัยอะไรเราหรือเปล่า ถึงจ้องมองแบบนั้น แล้วยิ่งเห็นเจ้าหน้าที่คนนั้นจ้องมองมากเท่าไหร่ โดยที่ไม่มีรอยยิ้มเลยนะ ท่านก็เลยนึกในใจว่า เขาคงจะสงสัยเรา

ยิ่งมองเจ้าหน้าที่คนนั้น ก็ยิ่งรู้สึกว่าเจ้าหน้าที่คนนี้ หน้าเหี้ยม แล้วก็ดูหยาบกระด้าง หน้าตารูปร่างเหมือนมาเฟียเลย จู่ ๆ เจ้าหน้าที่คนนั้นก็วิทยุ พระทิเบตก็คิดสงสัยว่าคงต้องมีอะไรแน่ แล้วก็จริงด้วย มีเจ้าหน้าที่คนใหม่เดินมาที่ชายคนนี้ แล้วก็พูดคุยอะไรกันสักอย่าง แล้วเจ้าหน้าที่ที่มีหนวดก็ชี้มาที่ตัวท่าน

พระทิเบตใจเขาก็ไม่สู้ดีแล้ว เจ้าหน้าที่คนใหม่ก็มา พอมายืนแทนเจ้าหน้าที่คนแรกที่มีหนวด เจ้าหน้าที่ที่มีหนวดนั่นก็เดินตรงมาเลยที่ท่าน แล้วก็ถามว่า คุณคือมิสเตอร์ยงเกใช่ไหม ท่านก็ตอบว่าใช่ มีอะไรเหรอ เจ้าหน้าที่คนนั้นก็บอกว่า ผมอยากจะขอบคุณคุณเหลือเกินนะ เพราะว่าหนังสือคุณนี่ช่วยผมได้มากเลย อยากจะขอบคุณจริง ๆ เลย

เท่านี้แหละ พระทิเบตก็ยิ้มเลย แล้วเจ้าหน้าที่คนนั้นก็ยิ้มด้วย แล้วก็มาเขย่ามือกัน เป็นมิตรเลยนะ ก็รู้สึกโล่งอกขึ้นมาเลย นึกว่าจะมีเรื่องอะไร อ๋อ ที่แท้มาขอบคุณที่ได้อ่านหนังสือของเรา ทีแรกนึกว่าจะมาสงสัย มาค้นตัวอะไรสักอย่าง

แล้วท่านก็พบว่าภาพของชายคนนั้น ในสายตาของท่านเปลี่ยนไปเลย จากคนที่มีสีหน้าเหี้ยม กระด้างเหมือนมาเฟีย กลายเป็นคนที่อารมณ์ดี ใจดี สุภาพเรียบร้อย มีความเป็นมิตร และท่านก็มาเอะใจ ทำไมเรามองเจ้าหน้าที่คนนี้เปลี่ยนไป ทีแรกเห็นเป็นคนเหี้ยม คนหยาบ แต่เห็นตอนนี้กลายเป็นมิตร มีน้ำใจ แล้วก็มีความสุภาพ ก็คนคนเดียวกันแหละ แต่ทำไมเห็นต่างกันเลย แบบตรงข้ามกันเลย หลังจากที่เขามาทักทาย แล้วก็มาขอบคุณ

อันนี้ก็ชี้ให้เห็นว่าจิตของคนเรา มันส่งผลมากต่อการรับรู้ ทีแรกพอเห็นเจ้าหน้าที่คนนั้นจ้องมองเขม็งเลย ที่จริงเขาก็ไม่ได้มีอะไรในใจ แต่ว่าพระทิเบตท่านนี้ตีความไปแล้วว่า เขาคงไม่ชอบเราหรือคิดไม่ดีกับเรา ตีความไปในทางร้ายแล้ว ไม่ได้เห็นอย่างที่เป็น

พอตีความไปในทางร้ายเขาคิดไม่ดีกับเรา ท่านก็เลยรู้สึกไม่ดีกับเขา พอรู้สึกไม่ดีกับเขา ภาพของเขาที่เห็นในใจของท่าน ก็กลายเป็นคนที่ดูเหี้ยม กระด้าง เหมือนมาเฟีย เหมือนอันธพาล แต่ว่าพอเขามีอากัปกริยาในทางที่เป็นมิตร มาขอบคุณ มาขอบอกขอบใจ ความรู้สึกของท่านที่มีต่อเขาก็เปลี่ยนไป แทนที่จะเห็นว่าเขาคิดไม่ดีกับเรา ที่แท้เขาขอบคุณเรา พอรู้สึกดีกับเขา ภาพของเขาในสายตาของท่านก็เปลี่ยนไปเลย กลายเป็นคนที่สุภาพเรียบร้อย มีความเป็นมิตร

อันนี้เป็นสิ่งที่ชี้ให้เห็นเลยว่า คนเราบ่อยครั้งเรารับรู้อะไรก็ตาม เราไม่ได้รับรู้อย่างที่มันเป็น แต่ว่ามีการตีความ และถ้าเราตีความในทางลบ ว่าเขาคิดไม่ดีกับเรา จิตมันก็มีปฏิกิริยาตอบโต้ทันทีเลย พอคิดว่าเจ้าหน้าที่คนนี้เขาคิดไม่ดีกับเรา ท่านก็รู้สึกไม่ดีกับเขาโดยอัตโนมัติเลย

พอรู้สึกไม่ดีกับเขา ภาพของเขาที่ท่านเห็นก็กลายเป็นภาพของคนที่ดูดุร้าย ดูเหี้ยม มีการเติมแต่ง มีการใส่สี และนี่คือสิ่งที่เกิดขึ้นกับคนเรา เกิดขึ้นกับเราในชีวิตประจำวัน เรารับรู้อะไร เราก็ไม่เคยรับรู้อย่างที่มันเป็น แต่ว่ามีการตีความ

ถ้าตีความในทางบวกก็ดีไป ถ้าตีความในทางลบ ก็เกิดความวิตก เกิดความกลัว เกิดความเครียด เกิดความขุ่นมัว และพอใจมีความวิตก มีความขุ่นมัว มองอะไรออกไป ก็เห็นแต่ภาพในทางลบ คนๆหนึ่งก็ถูกมองว่ากลายเป็นคนที่เหี้ยม กลายเป็นคนที่กระด้าง แต่พอใจเปลี่ยนไป ความรู้สึกที่มีต่อคนคนนั้นเปลี่ยนไป ภาพที่เห็นหรือว่าภาพที่มองออกไป มันก็เป็นอีกแบบหนึ่ง ตรงข้ามกันเลย

พูดอีกอย่างหนึ่งก็คือว่า ไม่ใช่แค่ว่าเราเห็นอะไรใจก็เป็นอย่างนั้น ในทางกลับกัน ใจเราเป็นอย่างไรก็เห็นโลกไปในทางนั้น ถ้าใจเราขุ่นมัว ใจเรามีความเครียด หรือมีความรู้สึกเป็นลบ โลกที่อยู่รอบตัวเรา หรือคนที่อยู่ข้างหน้าเรา ก็ถูกเติมแต่งให้เป็นลบไปด้วย มีการใส่สี แต่ถ้าเรารู้สึกบวกกับเขา ภาพที่เห็นก็เปลี่ยนไป กลายเป็นบวกไปด้วย อันนี้คือสิ่งที่เกิดขึ้นกับเราตลอดเวลาเลยว่าก็ว่าได้

โลกเป็นอย่างไร มันก็อยู่ที่ใจของเราว่าเป็นอย่างไรด้วย ฉะนั้นบ่อยครั้ง เวลาเรารู้สึกว่าโลกมันหม่นหมอง ผู้คนไม่น่ารัก มันอาจจะเป็นเพราะว่าใจเราหม่นหมอง หรือว่าใจเรามีความรู้สึกที่เป็นลบก็ได้

ฉะนั้นก่อนที่เราจะไปตัดสิน ไปวิพากษ์วิจารณ์ หรือไปมองว่าโลกมันแย่ บางทีเราต้องกลับมาดูที่ใจของเรา ว่าใจเรามันมีการเติมแต่ง รูปที่ได้เห็น เสียงที่ได้ยินหรือเปล่า

ในปฏิจจสมุปบาท จะมีปัจจยาการตอนต้นเลยที่บอกว่า อวิชชาเป็นปัจจัยให้เกิดสังขาร สังขารเป็นปัจจัยให้กับวิญญาณ ที่พูดมาก็เป็นเรื่องที่ชี้ให้เห็นว่า สังขารปรุงแต่งวิญญาณอย่างไร

สังขารในที่นี้ก็คือการปรุงแต่ง หรือความรู้สึกนึกคิดในใจ อารมณ์ที่เกิดขึ้นในใจ มันก็ไปปรุงแต่งการรับรู้ ไม่ว่าจะเป็นการรับรู้ทางตา ทางหู ทางจมูก ทางลิ้น ทางกาย หรือแม้แต่ทางใจ ถ้าใจมีความรู้สึกในทางลบ เช่นคิดลบ หรือรู้สึกลบกับใคร ก็จะเห็นภาพคนๆ นั้นในทางลบไปด้วย เห็นเป็นคนที่กระด้าง เป็นคนที่เหี้ยม เป็นคนที่ไม่น่ารัก แต่ถ้าใจมีความรู้สึกเป็นบวก ก็จะเห็นเขาเป็นคนที่เป็นมิตร เห็นเขาสุภาพ

อันนี้ก็ไม่ต่างจากเรื่องของคนผู้ชายคนหนึ่งไปพักที่โรงแรม แล้วก็ถอดสร้อยคอที่คล้องพระสมเด็จราคาแพงด้วย ไว้ที่หัวนอน ออกไปทำธุระตอนเช้า ไปออกกำลังกาย กินข้าวเสร็จก็กลับเข้ามาในห้อง สร้อยหาย เอ๊ะ ใครเอาไป สงสัยพนักงานทำความสะอาด เพราะว่าในช่วงนั้น มีพนักงานทำความสะอาดเข้าไปจัดเตียง

เขาก็ตามหาว่าใครเป็นพนักงานทำความสะอาด พอพบเห็นเขา ก็ปักใจเชื่อเลยว่าเขาขโมยเอาสร้อยคอไป แล้วก็เฝ้าสังเกตผู้ชายคนนั้น ดูท่วงท่ามีพิรุธ แววตาก็มีพิรุธ ไม่กล้าสบตาเขา ใช่แน่ๆ เลย เอาสร้อยคอของเราไป แต่ปรากฏว่าตอนสายๆ หรือตอนบ่าย ปรากฏว่าเจอสร้อยมันตกอยู่หลังเตียง

พอรู้ว่าชายคนนั้น พนักงานทำความสะอาดไม่ได้ขโมยไป ก็เห็นเขาในภาพใหม่เลย น้ำเสียงเขาก็ไม่ได้มีพิรุธอะไร พูดจาก็ดี อากัปกริยาก็ไม่ได้ผิดปกติอะไร ภาพของพนักงานทำความสะอาดเปลี่ยนไปเลย

ที่จริงก็ไม่ได้เปลี่ยนไปหรอก เขาก็เหมือนเดิม ไม่ว่าตอนเช้า ตอนสาย หรือตอนบ่าย แต่ที่เปลี่ยนไปคือใจของผู้ชายคนนั้น ทีแรกปักใจเชื่อว่าพนักงานทำความสะอาดเป็นขโมย พอคิดแบบนั้นเข้า ก็เห็นแต่พิรุธ แต่พอรู้ว่าเขาไม่ได้ขโมยไป ภาพที่เห็นก็เปลี่ยนไป อันนี้เรียกว่าสังขารเป็นปัจจัยให้เกิดวิญญาณ

แล้วไม่ใช่เฉพาะกรณีแบบนี้เท่านั้น ในชีวิตประจำวันทั่วๆ ไป เวลาเรามีความทุกข์ ความเครียด แล้วเรารู้สึกว่าเป็นเพราะโลกภายนอก เป็นเพราะคนรอบตัว เช่นเราเห็นเขาไปในทางลบทางร้าย เราก็เลยเป็นทุกข์ ให้เราลองสังเกตดูก็ได้ว่า บ่อยครั้งความทุกข์ของเรา มันเกิดจากการที่เราตีความไปในทางลบ หรือว่าปรุงแต่งไปในทางร้ายหรือเปล่า

ฉะนั้นถ้าเรารู้จักหมั่นสังเกต หมั่นทบทวน เอาประสบการณ์ที่เคยเข้าใจผิดที่ตีความในทางลบ หรือว่าเติมแต่งในทางร้าย และทำให้เราเกิดความทุกข์ เกิดความวิตก เกิดความเครียด หรือว่าเกิดความไม่พอใจ เอามาเป็นบทเรียนสอนใจ มันจะช่วยทำให้เรารู้จักทักท้วง

ทักท้วงว่าสิ่งที่เราเห็น ที่จริงมันอาจจะไม่ใช่เป็นความจริงก็ได้ มันอาจจะมีการตีความไปแล้วในทางลบ หรือที่เรามองเห็น มองออกไปข้างนอก อาจจะมีการเติมแต่งไปในทางร้ายก็ได้ ไม่ว่ารับเข้ามาจะเป็นรูป รส กลิ่น เสียงที่ได้ยิน หรือมองออกไป มันมักจะมีการตีความหรือเติมแต่ง

แล้วมันก็ไม่จำเป็นต้องเป็นทางลบ อาจจะเป็นไปในทางบวกก็ได้ อันนี้ที่เขาเรียกว่าอคติ ฉันทาคติก็คือลำเอียงเพราะชอบ อันนี้ก็หมายถึงว่า มองเห็นคลาดเคลื่อนจากความเป็นจริง เพราะว่ามีความชอบ เขาทำอะไรก็ดูดีไปหมด เขาทำอะไรก็ดูถูกต้องไปหมด ทั้งๆ ที่ที่ผิดก็มี ที่พลาดก็มี แต่ว่าไม่เห็นเพราะว่ามองเห็นแต่ด้านดี อันนี้เพราะว่าลำเอียงเพราะชอบ หรือมิฉะนั้นก็ตรงข้าม โทสาคติ ลำเอียงเพราะโกรธ หรือลำเอียงเพราะกลัว ภยาคติ หรือว่าลำเอียงเพราะหลง

อย่างกรณีของพระทิเบต ท่านก็เกิดโทสาคติ ทีแรกเกิดโทสาคติ ก็เลยเห็นเจ้าหน้าที่รักษาความปลอดภัยคนนั้น เหี้ยม ดุ เหมือนผู้ร้าย เหมือนมาเฟีย แต่พอเขามาขอบคุณ เขามาแสดงความเป็นมิตร ก็เปลี่ยนไปเลย ฉันทาคติมาแทนโทสาคติ ก็เห็นเขาเป็นคนที่เป็นมิตร สุภาพเรียบร้อย อันนี้ก็เป็นสิ่งที่เราควรจะสังเกตได้ กับประสบการณ์ของตัวเราเอง ว่ามันเป็นอย่างนั้นบ้างหรือเปล่า จะได้เป็นเครื่องเตือนใจเรา เพื่อไม่ให้เราทุกข์ ที่สร้างขึ้นมาเอง

บางครั้งความทุกข์เราไปมองว่าเป็นเพราะคนนู้นคนนี้ แต่ที่จริงเป็นเพราะการปรุงแต่ง การตีความในทางลบ หรือว่าการเติมแต่งในทางร้ายของเรา

ที่พระพุทธเจ้าตรัสว่า ธรรมทั้งหลายมีใจเป็นใหญ่ มีใจเป็นหัวหน้า สำเร็จได้ด้วยใจ อันนี้ก็เป็นตัวอย่างหนึ่งว่า โลกภายนอกที่เราเห็นผ่าน ตา หู จมูก ลิ้น กาย หรือแม้กระทั่งความคิด มันล้วนแล้วแต่เกิดหรือถูกกำหนดด้วยใจของเรา ถ้าใจเราเป็นลบก็เห็นเป็นลบ ถ้าใจเราเป็นบวกก็เห็นเป็นบวก

ฉะนั้นการกลับมาดูใจของเรา จึงเป็นเรื่องที่สำคัญมาก ถ้าไม่อยากให้เกิดไฟเผาในใจของเรา ก็ต้องกลับมาสำรวจตรวจตา หรือสอดส่องใจของเราว่า มันมีอคติ โทสาคติ ภยาคติหรือเปล่า หรือมันมีการเติมแต่งไปในทางลบทางร้ายหรือเปล่า ไม่อย่างนั้นเราก็จะสร้างหรือก่อทุกข์ขึ้นมาในใจของเรา ทั้งที่ความจริงไม่ได้เป็นอย่างนั้น.

พระอาจารย์ไพศาล วิสาโล

ขอขอบคุณ Visalo.org

@ 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

@ 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.

@ 91117f2b:111207d6

Just a simple short explanation of how to identify real from fake crypto currencies

The world of cryptocurrency is full of opportunities, but it's also where scammers lurk. To protect yourself, you need to know how to identify them. Some tips to guide you:

1. Be Wary of Too-Good-to-Be-True Offers

If an investment promises unusually high returns with little risk, it's likely a scam. Legitimate investments always carry some risk and work.

1. Watch Out for Phishing Scams

Scammers may try to trick you into revealing sensitive information like your wallet's private keys or login credentials. Be cautious of suspicious emails, messages, or websites.

1. Research Before Investing

Before investing in a cryptocurrency project, research the team behind it, their experience, and track record. Check for a clear whitepaper, roadmap, and strong community presence.

1. Be Cautious of Unsolicited Offers

If someone approaches you with an investment opportunity out of the blue, it's likely a scam. Legitimate opportunities are usually advertised publicly.

1. Check for Red Flags

Scammers often use poor grammar, spelling, and punctuation. They may also be pushy or aggressive. Legitimate projects usually have professional communication.

1. Don't Fall for Fake Giveaways

Scammers may promise free cryptocurrency or tokens to lure you in. Legitimate projects don't give away free crypto.

1. Use Reputable Exchanges and Wallets

Stick to well-known and reputable cryptocurrency exchanges and wallets. They have robust security measures to protect your assets.

1. Stay Informed

Stay up-to-date with the latest news and trends in cryptocurrency. Educate yourself on how to spot scams.

1. Check for Registration

Verify if the investment opportunity is registered with relevant regulatory bodies. Unregistered opportunities can be a red flag.

1. Trust Your Instincts

If something feels off, trust your instincts and avoid it. It's better to be safe than sorry.

By following these tips, you can reduce the risk of falling victim to scammers in the crypto world. Stay vigilant and protect your assets!

@ cae03c48:2a7d6671

Bitcoin Magazine

Panama City Mayor Mizrachi: “Bitcoin Is Not Just Safe, It’s Prosperous”

At the 2025 Bitcoin Conference in Las Vegas, the Director of Bitcoin Beach Mike Peterson, the Presidential Advisors of Building Bitcoin Country El Salvador Max & Stacy and the Mayor City of Panama Mayer Mizrachi discussed Bitcoins future in Panama.

At the beginning of the panel, Is Panama Next? El Salvador Leading The Region For Bitcoin Adoption, Mayor Mizrachi started by mentioning, “We accept Bitcoin. The city gets paid in Bitcoin, but it receives in dollars through an intermediary processing, payments processor. Bitcoin is not just safe. It’s prosperous.”

Max commented about the scammers in crypto and how El Salvador is managing it.

“We did a couple of things early on, one was to create The Bitcoin Office which will be directly reporting to the President, and then also we passed a law which will say bitcoin is money and everything else is an unregistered security,” said Max.

Mike Peterson stated, “the access of Bitcoin in Central America to do battle against the globalists that have always looked at the regionist back yard. This is intolerable and this is going to change right now.” After Mizrachi commented, “Imagine yourself in an economic block powered by El Salvador, supported by Panama and the rest will come.”

Stacy reminded everybody about El Salvador’s School system. 

“El Salvador is the first country in the world to have a comprehensive public school financial literacy education program from 7 years old,” mentioned Stacy. “These are little kids, learning financial literacy.”

Max ended the panel by saying, “the US game theory right? Because the US wants to buy a lot of Bitcoin, so if Panama wants to buy a lot of bitcoin then it helps everybody in the US. This is the beautiful expression of game theory perfectly aligned in the protocol that is changing the world that we live in. And on the street level what bitcoin does to the population is to go from a spending mentality to a saving mentality.”

You can watch the full panel discussion and the rest of the Bitcoin 2025 Conference Day 3 below:

This post Panama City Mayor Mizrachi: “Bitcoin Is Not Just Safe, It’s Prosperous” first appeared on Bitcoin Magazine and is written by Oscar Zarraga Perez.

@ 5fbec235:ff265c2a

Safety as a Community Creation

I quickly learned that Japan is known for being one of the safest countries in the world—yes, I didn't even realize that until I arrived there. But understanding safety as a statistic is different from witnessing it as a lived reality.

One of the most striking signals of this safety was watching first graders take themselves to school on public transportation in Tokyo. These tiny humans, navigating one of the world's largest cities completely independently. In contrast, my Chicago suburban hometown requires parents to wait at the bus stop for children of that same age, even if their house is just across the street.

I witnessed nearly everyone glued to their phones while out in public. Literally dozens of heads planted facedown into their palms while crossing major intersections. While that's not a trait I admire, it reflects the absolute safety every citizen must feel to be able to walk around like that. Similarly, Tokyo is definitely the place where you can show off designer fashion trends if you can afford to do so. While the style is far more modest and homogenous than here in the USA, expensive fashion statements are still blatantly made in the many high-trafficked districts of the mega city.

The contrast hit me viscerally when I remembered my friend's experience in São Paulo a few years ago. During a short three-mile run, while he was checking Google Maps, he was nearly mugged by a thief on a motorbike. The difference was unmistakable. Take heed of all warnings to not use a smart phone in the streets of Sào Paulo. Tokyo however - accidentally leave your phone at the Izakaya? Don't be surprised if it is personally returned to you by the owner of the Izakaya with a note thanking you once again for your earlier patronage.

Community M and the Dissolution of Transactional Relationships

While in Japan, I was invited to spend the weekend in an exclusive, members-only community nestled along a river flowing down from the mountains—remarkably, all still within Tokyo Prefecture. It felt like a hidden gem: only 5% of the prefecture consists of this kind of natural landscape, and I never would have discovered it without that special invitation.

There, I participated in a unique Bonsai class led by a woman who has been cultivating Bonsai her entire career. I also shared meals, nature walks, and sauna sessions with other community members. It was an eventful weekend, meeting and integrating with an entirely unique culture. The weekend felt truly memorable, special, everlasting—essentially boiled down to a priceless experience.

It's an experience I will remember and appreciate more than the time I've spent in several corporate luxury hotels. Don't get me wrong, corporate luxury hotels are very nice. Their amenities are much more comfortable than anything Community M could offer me. They feel safe, and they make me feel just a little bit entitled—in the sense that "I'm spending A LOT of money with the company that keeps you employed... so are you working for me to the maximum of our mutual expectations?" That's certainly okay. The hotel is offering a service and I am paying for it. Ultimately, it is indeed a mutually valuable transaction everyone is happy with.

But that time spent with Community M was something different. The amount of money I could have spent with them didn't matter. Friendships were formed over shared interests and probably genuine interest and curiosity in each other's cultures. Those values get washed away when the power dynamic shifts too much toward a monetary transaction—service in exchange for cash.

This experience crystallized something I'd been feeling but couldn't articulate: the difference between being served and being welcomed. In transactional relationships, your value is determined by your purchasing power. In genuine community, your value comes from your participation, your curiosity, your willingness to share and receive.

What Online Communities Could Become

What should online communities of the future look like? I think an amazing community could pull some of the best traits of American and Japanese culture. Reliance on oneself and personal responsibility is incredibly important. But as communities grow, it becomes so much harder to exercise personal interests without feeling like I'm "barging in" or something. I've never felt compelled to become the center of attention. What gets me excited is seeing people come together and being their best selves naturally and organically around one another, without any single person being too much "the center."

The way I see a lot of online communities advertised today is less desirable to me. It often looks like there's an influencer selling something and inviting all their followers to join "the community." This replicates the same extractive, transactional dynamics I experienced in luxury hotels, just digitally.

I left Japan with a sense of respect for what's possible when people come together under a shared understanding of a few basic human principles. The most obvious one being a sense of shared responsibility to look out for one another, thereby providing safety for all—a large, functional neighborhood watch, so to say. In Japan, I got the sense that the means to provide general well-being through shared responsibility is far greater than the more exclusive reliance on oneself and distrust of others that often appears in large American cities.

The Internet as Unsafe Territory

When thinking of safety and shared responsibility, the internet today is more like New York City than Tokyo. It's not safe for children, and outsourcing our own responsibility for maintaining safety to centralized, profit-seeking organizations makes no sense. These platforms have the undisputed goal of extracting value from the very communities they attempt to serve.

Current online communities are built backwards. Instead of communities creating tools for themselves, external platforms create tools to extract value from communities. The power dynamic is fundamentally extractive rather than generative.

Communities Building for Themselves

Eve will allow us to build intranets that are safer than anything YouTube, Facebook, TikTok, or any other platform could ever provide because they'll be built by communities, not for-profit organizations seeking to extract value. All applications will be open source, therefore all algorithms will be open source, thereby empowering everyone to exercise their shared responsibilities for maintaining safe, prosperous communities.

Communities will be enabled to create applications that deliver unique experiences specific to their rules and guidelines. Compare it to my Bonsai class. Someday there may be a Japan-oriented community where Bonsai masterclasses and other Bonsai-related services and products are offered. Communities won't be as dependent on platforms. Because of the open-source standard, more tradespeople will be enabled to quickly build whatever the community deems necessary. Communities will be in full control and not reliant on any one platform, nor any one person to maintain the community.

What I experienced in that members-only community by the river was a space where relationships form around shared interests and genuine curiosity - where the community itself determines its needs and builds its tools, where safety emerges from collective responsibility rather than external enforcement. In our digital age of abundance - I see a very real future where communities are enabled to free themselves from irrelevant distractions and build what they need to achieve both individual and collective prosperity.

@ 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!

@ 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.