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Constitutional competence, mechanism design, music, making various fun things. Generally sincere. Currently research at Cambridge.

Cambridge, United Kingdom
Joined March 2018
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People seem fundamentally confused about the Midjourney scanner. The play is not “we’ve made a crazy new machine that does better scans than anyone else.” The play is “we’re making a good-enough scanner that is so fast and cheap that we’re going to be able to produce the world’s first truly massive, population level data sets to train diagnostic ML systems on”. The machine is cool tech, a great use of their in-house expertise, and it’ll let you do some really fun new things with ultrasonic imaging, but the real value is in the cost, speed, and comprehensive nature of the scans. If you haven’t internalised the Bitter Lesson, all the hype seems unintelligible. But there’s a reason - both in terms of the device functionality, and the wider picture - that it’s an AI startup making this play, and not a conventional medical device company.
A technical dive inside our new "Midjourney Scanner"
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The problem with Jordan Peterson’s “clean your room” is that there are kids in Africa with way dirtier rooms. You could have a much bigger impact by cleaning theirs.
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King Arthur was cursed with a strange disease, and only an old, ugly witch could cure him... But the witch demanded a young, handsome knight as her husband; Galahad took one for the team and married her. On the night of the wedding, the witch turned into a beautiful woman and offered Galahad the choice: she could be old and ugly during the day, and young and beautiful at night, or vice versa. Galahad told her that he respected her choice over her appearance, and she could decide that. The witch was pleased, as Galahad knew what a woman wanted the most, is freedom over her body. She told Galahad that she would be a beautiful wife all the time for him. The moral of the story is that no matter how good your wife looks, she is still a witch underneath.
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Leftist mainstream media outlets piled on this week to express outrage at my observation, during a speech in Grand Rapids for Mike Rogers, about the troubling dearth of scientific output from the world’s 22 Arab nations over the past five decades. These reporters — @fatimathefatima @AP, @Kanishka183 @Reuters, @rachel_roubein @washingtonpost, @baylisswagner @nytimes, @stevebenen @MSNOWNews — omitted critical context, presumably to bestow plausibility on their accusations that my statements were racist and Islamophobic. However, my speech was not a critique of Arabs or Islam, but of Islamism (also known as “Islamofascism” or “Political Islam”), a toxic ideology conceived and promoted by the terrorist group, the Muslim Brotherhood. Let’s see which reporters take the time to read this post and then correct their stories. Criticizing Islamism is neither Islamophobic nor racist. Islamism is a violent corruption of mainstream Islam that summons adherents back to the seventh-century ideal of bloody jihad, the homicidal and suicidal religious zealotry that propelled a motley cadre of desert nomads to conquer half the world. Sheikh Ahmed El-Tayeb, the Grand Imam of Al-Azhar — the Muslim equivalent of the Vatican and the highest authority in Sunni Islamic thought — has rejected Islamism as “false Islam” and a “perversion of the Islamic religion” and accused it of “barbaric crimes.” Islamism is intensely anti-American, anti-Western, and hostile to modernity. It is explicitly contemptuous of democracy, constitutional government, capitalism, minority rights, gay rights, women’s rights, free speech, and virtually all personal freedoms. Its central aspiration is for a global caliphate ruled by a single theocratic despot with absolute power to impose sharia law that dictates every aspect of human conduct. The Muslim Brotherhood’s founder, Hassan al-Banna, taught that the highest aspiration for a Muslim was martyrdom in the achievement of that goal; the purpose of every Islamic nation is to “perfect the industry of death” until world domination is accomplished. I pointed out in my speech that the Muslim Brotherhood’s antipathy for modernity is a dramatic departure from Islam’s historical affinity for science and learning. During the Muslim Golden Age, spanning the eighth through the fifteenth centuries, Muslim leaders dignified Islam’s wealth and power by promoting a brilliant flowering of innovation and scholarship in science, mathematics, philosophy, art, literature, astronomy, pharmacology, psychology, engineering, architecture, medicine, and navigation that continues to enrich the world today. Arab leaders fostered an intellectual ferment unmatched by any other in human history. A long line of enlightened caliphs assembled—and abundantly rewarded—an unparalleled galaxy of jurists, scientists, physicians, philosophers, musicians, artists, poets, and wits. Muslim rulers elevated the role of reason and tolerance, cultivating a milieu of religious and intellectual freedom—where Jews and Christians also flourished—and encouraged sages of various faiths and ethnicities to collaborate and freely exchange ideas. For five centuries, Arabic was the world’s most learned and literary tongue and the lingua franca of science and scholarship. Most mosques had libraries (Córdoba hosted 600!). Muslim princes in the tenth century often had more books in their personal collections than existed in all of Europe. Baghdad had 100 bookstores in AD 891. England would have to wait another 420 years until 1309 to see paper for the first time. Islam’s second Golden Age during the Ottoman Empire (1299–1922) birthed a cosmopolitan and pluralistic civilization centered in Constantinople that yielded additional bonanzas in poetry, music, art, and a tsunami of scientific innovation from coffee to water pumps, steam engines, gears, surgical scalpels and clamps, the first smallpox vaccine, and the cannons that allowed the Ottomans to dominate Europe to the gates of Vienna. In 1928, six years after the Ottoman Empire collapsed, the Muslim Brotherhood began to spread its dark strain of violent fundamentalism from Egypt to Palestine and across the Muslim world. Islamism’s contagious proliferation ended the dialogue between Islam and the intellectual classes and demoted the role of reason in Islamic life. The Muslim Brotherhood’s principal philosopher, Sayyid Qutb, was contemptuous toward public education in science, math, and philosophy, believing that the only source of truth is the Koran. For Qutb, the purpose of education was not to celebrate life, or to nourish the intellect, but to indoctrinate children in the art of war, the glorification of death, and a blind obedience to an autocratic caliph. Qutb railed against reason, which he considered the seed of apostasy. He sought to silence the humanities and viewed science as a sinister displacement of religion. He derided pluralism, rationalism, innovation, and tolerance. In doing so, he deprived Islam of its modern potential and its own greatest inheritance: the confidence to learn from the world, preserve its wisdom, and surpass it. In his obituary for Muslim culture, The Closing of the Muslim Mind (2010), Robert R. Reilly recognizes that Qutb’s outlook dooms his followers to inertia. A religion that values obedience over initiative, that seeks to obviate independent reason, is a religion of violence. Where there is no framework for rational mediation, all disputes must be settled by force. It didn’t worry Qutb that discouraging education in physics, mathematics, medicine, or engineering would atrophy intellectual and economic development in the Muslim world. Qutb explained that Muslim countries were so far behind the West in the sciences and technology that there was no hope to catch up. Muslims, he preached, should do what they do best—study the Koran and embrace martyrdom as the path for achieving global dominion: “The Muslim community today is neither capable of nor required to present before mankind great genius in material inventions, which would make the world bow its head before its supremacy.” Qutb’s diatribe against Muslims competing in science and technology was nothing less than civilizational malpractice—especially given that he wrote it in 1964. Had Japan, Singapore, or South Korea accepted Qutb’s logic in 1964, they would have opted out of modernity. Instead, they chose to accept the challenge of competition. Their decision to engage has yielded stunning achievements that transformed their nations into economic and technological superpowers and enriched all of humanity. The anti-intellectualism of Islamism—the rejection of evidence and the scientific method, the hostility toward objectivity, the suppression of contrary information, the deification of dogma, the embrace of pseudoscience, the contempt for reason as the path for discerning objective truth, and Islamism’s association of science with immorality—has helped close off the Islamic mind. The staggering metrics of intellectual and scholastic enfeeblement in Muslim nations attest to Islamism’s systematic squandering of human capital including the creative potential among the world’s two billion Muslims. Korea issued 260,000 patents in 2024, while nine Arab countries, including Egypt, Saudi Arabia, and the UAE, issued fewer than 10,000 in total, with 8,000 of these coming from a single nation—Saudi Arabia—which has made herculean efforts in recent years to de-Islamize its society. Japan, which represents about 1.5% of the world’s population and is practically devoid of natural resources, granted 306,855 patents in 2024 alone. There are 127 million Japanese, compared to 500 million Arabs. According to Hillel Ofek’s 2011 analysis, there were a mere nine scientists, engineers, and technicians per thousand citizens in Islamic nations. The global average was forty-one. Among the 1,800 universities in Muslim nations, only 312 housed scholars who had published articles in journals. Muslims represent 26% of the world’s population, and Muslim countries control half the world’s crude oil resources and 40% of natural gas resources. And yet the 53 Muslim countries combined publish only 5% of the world’s scientific literature. Hillel Ofek points to a 1989 study showing that in a single year, the United States published 10,481 frequently cited scientific papers, but during that same year, Arab countries published just four. A 2002 analysis of Arab science in Nature magazine identified only three scientific areas of excellence from Islamic countries: desalination, falconry, and camel reproduction. According to Nobel laureate physicist Steven Weinberg in 2011, “for forty years I have not seen a single paper by a physicist or astronomer working in a Muslim country that was worth reading.” Contrast the Arabs’ dismal record of intellectual achievement in modern times with that of their closest cousins, the Jews, nearly all of whom live in democratic societies with laws that separate religion and politics. Keep in mind that Jews, who number 15.8 million worldwide, represent a mere 0.2% of the world population. As of 2025, no Muslim has ever received the Nobel Prize in medicine or economics, and only four Muslim scientists—all living in Western democracies—have received the Nobel Prize in chemistry or physics. In contrast, some 200 Jews have received Nobel Prizes in science. About 26% of Nobel Prizes in math and science, 28% in medicine, 40% in economics, and 39% in chemistry have gone to Jews. Since 1901, some 22% of Nobel Prizes in all categories have gone to Jews. Genocidal hatred against ALL Jews and Christians and other minorities is foundational to Islamism. Only in the West does Jew hatred pretend to require the alibi of Palestine or hide behind anti-Zionism. Muslim Brotherhood cosmology describes the universe as a cosmic, existential war between Islam and Jews that began with Muhammad and which only one side can survive. “Since Islam subdued them [in Medina],” Qutb warned, “they are unforgiving and fight furiously through conspiracies, intrigues, and also through proxies [the United States] who act in the darkness against all what Islam incorporates.” Islamist utopia will only emerge when every Jew is exterminated. Jews in Qutb’s theology are not just political adversaries, but perpetual and metaphysical evil. “The Jews,” he said, “are behind materialism, animal sexuality, the destruction of family, and the desolation of society.” And Jewish genocide, for Islamism, is more than a theoretical aspiration. In 1948, the world’s 22 Arab nations were host to 750,000 Jews living in communities that predated Muhammad by 1,000 years. Today, there are virtually no Jews in those nations: Saudi Arabia, Iraq, Syria, Lebanon, Libya, Algeria, Yemen, Mauritania, Somalia, Sudan, Jordan, Gaza, or the PA-governed areas of the West Bank; in Nazi terminology, they are Judenrein: Jew-free. There are fewer than 1,000 Jews in Tunisia, down from 105,000. In 1948, Christian populations represented 20% of those nations; today they represent 4%. These are the real ongoing genocides of the Mideast. Adolf Hitler’s Nazi regime bonded with early Islamists over their shared Jew hatred. The Nazis became the principal funder of the Muslim Brotherhood in the 1930s, and the Muslim Brotherhood operated propaganda, espionage, and sabotage operations for the Nazis during World War II. Joseph Goebbels and an army of Nazi and ex-Nazi propagandists built the Muslim Brotherhood’s powerful propaganda machine in the 1930s, ’40s, and ’50s. The massive influx of money from Iran and the Gulf States starting in the 1990s turned this operation into an amplifier of unmatched power that makes Goebbels look like a piker. A global propaganda barrage by this outfit has distracted Hamas’s Western dupes from Islamism’s authentic genocides by persuading them that Israel committed a genocide in Gaza, even though, according to the CIA Factbook, Gaza’s population has actually increased since October 7, 2023. Islamism is genocidal against Christians and Jews, but among its most pitiful victims are the Arab societies that suffer the misfortune of living under its rule. Despite all their petroleum wealth, Muslim countries have slipped behind Asia and Latin America in virtually every metric of political freedom, technological progress, and social well-being. Islamism’s merger of politics and religion has robbed Islam of its intellectual vigor and doomed most Muslim populations to living in stifling tyrannies with little freedom to elucidate their thoughts and speech or fulfill their creative potential. Those countries are predictably stagnant, unable to evolve in the modern world. The dark shadow of fundamentalism over scholarship and progress has proven toxic to the Muslims’ transition to modernity. The very civilization that practiced tolerance and celebrated pluralism and dialogue, filled a thousand libraries with its books, gave the world observatories and universities, and stunning innovations in science, has become closed, aggrieved, and violent, and averse to reason, curiosity, freedom of inquiry, and scholarship. All 22 Arab nations in the Mideast and North Africa are autocratic dictatorships. Almost all are apartheid states that legally restrict the rights of minorities. Gays in many of the nations are put to death. Under sharia law, women have little more rights than cattle. They live stunted lives behind veiled faces, enduring systematic servitude, legalized domestic violence, child marriage, chattel slavery, and public stoning for adultery, which is legal for their husbands. In September 2021, the Taliban made it illegal for girls to attend school after age 12. The Taliban’s Vice and Virtue law forbids women from speaking aloud in public. If you want to understand the Muslim Brotherhood’s vision for society, look no further than Gaza. Hamas, which rules Gaza, is the Palestine branch of the Muslim Brotherhood. Palestinians have received over 4X per capita in international aid than Europeans received under the Marshall Plan. (See Clawson 2002.) Europe used its money to rebuild 17 nations. Palestinians couldn’t build themselves even one. Under Hamas’s iron fist, Gaza squandered its share on bombs, weapons, extravagant salaries for its billionaire kingpins, and a billion-dollar bunker and tunnel system built for its warriors—but off-limits to its citizens. Gaza remains a stunted and stagnant, impoverished society under tyrannical oppression, with no free speech or other basic freedoms. Hamas governs through force, including brutal crackdowns on discourse, public executions of dissenters and collaborators, tight controls on humanitarian aid distribution, and onerous taxes on almost every activity. No elections have occurred since Hamas took over in 2007. Instead of building a nation, Hamas has transformed Gaza into a death cult wallowing in victimhood, nursing aggrievements, addicted to violence, resentments, and yearning for a seventh-century miasma. Hamas nurses Palestinian infants from birth on genocidal hatred of ALL Jews—not just Zionists—and indoctrinates children in the savagery and unspeakable barbarism that the world witnessed on October 7. Hamas shows its contempt for the Palestinian people by deploying them as child soldiers and civilian shields, and placing rocket launchers and ammo dumps in schools and hospitals. Hamas’s greatest strengths are its propaganda operation and its willingness to impose unlimited pain on its own population to achieve its ideological goals. Islamist governments like Iran, Hamas, and Hezbollah distract their populations from their misery by blaming the myriad social ills and the predictable government failures on scapegoats: Jews, Zionists, and America. They’ll have us believe that all their derelictions are the result of the evil Zionists, the “Little Satan” Israel, and the “Great Satan,” the U.S. And just as victimhood is paralyzing to personal growth, it deprives Islamist nations of national success by robbing its practitioners of agency. Islamism’s cult of victimhood and its coterminous abolition of self-criticism have stagnated global Islam and locked it in hatred, violence, brooding resentment, and isolationism. Referring to the Arab world, Fouad Ajami described this as “a political tradition of belligerent self-pity.” Contrast Gaza’s failures with the successes of its closest neighbor, Israel, a tiny sliver of swamp and desert 1/600th the size of its Arab neighbors, that blossomed into an agricultural juggernaut and a global economic and technological superpower. Jews took one of the few places in the Mideast with no oil, gas, or other resources, and despite being surrounded by enemies, they nevertheless turned the barren landscape into a vibrant, pluralistic democracy where Jews and Arabs vote as they please; worship according to their convictions; serve beside each other in the judiciary, the army, and political leadership; and enjoy equal rights. Women and gays in Israel have all the rights of men, and Israel’s biggest annual celebration is the Pride parade in Tel Aviv. As the only democracy in the Mideast, Israel is a robust and heroic outpost for freedom and Western values. And Israel is merely a nugget among the bounties bestowed by Jews on Western civilization. There is no ethnic or religious group that has contributed more than Jews to the welfare of humanity or to the advancement of liberal democracy. Jewish traditions of ethics and thinking have shaped Western civilization and global progress through foundational moral concepts, including our monotheistic Christian belief system with its roots in Judaism, milestone scientific breakthroughs, medical innovation, and innumerable cultural achievements in art, literature, education, health, and entertainment. Relative to their proportion of the population, the astonishing contributions by Jews have been breathtaking. An abbreviated list would include medical advances like the polio vaccine (Jonas Salk, Albert Sabin), chemotherapy and immunology (Paul Ehrlich), streptomycin and the age of antibiotics (Selman Waksman), penicillin (Ernest Chain), pacemakers (Paul Zoll), and blood typing (Karl Landsteiner). In sciences, a short list of Jewish luminaries would include Albert Einstein (theory of relativity), Niels Bohr (quantum mechanics), and Paul Berg (first recombinant DNA molecule). Jewish contributions to business and technology include Google (Sergey Brin), Meta (Mark Zuckerberg), Oracle (Larry Ellison), Salesforce (Marc Benioff), Intel (Andrew Grove), and Dell Technologies (Michael Dell). Jews virtually created the American entertainment industry, including founding six of the eight major Hollywood studios responsible for 75% of the classic Golden Age movies. They also revolutionized laughter. A 1978 TIME magazine survey found that 80% of professional comedians were Jewish. The major figures of twentieth-century Western thought—Jesus Christ, Sigmund Freud, Albert Einstein, and Karl Marx—were all Jewish. Twenty percent of philanthropic giving in the United States comes from Jews. Jews compose twenty-five percent of America’s most generous givers. They are overrepresented on lists of secular organizations that benefit human rights, social security, higher education, personal freedom, and constitutional rights. They represent 14% of doctors and 29% of psychiatrists. Their contributions to America’s global economic leadership include Salomon Brothers, Goldman Sachs, BlackRock, Blackstone, Wells Fargo, and Vanguard. In a rational universe, wouldn’t non-Jews be expected to celebrate these contributions with gratitude? Now, here are some things that Jews don’t do: suicide bombings, rape gangs, beheading people, killing gay people, aspiring to kill all non-Muslims, forcing young girls to wed older men, lynching women for wearing makeup or showing hair, female mutilation, religious dictatorship, Christian genocide, polygamy, rioting and burning down cities, applying the death penalty for leaving Islam, cooking babies in ovens, hijacking airliners (and driving them into buildings), bombing buses and crowded restaurants, disfiguring girls with acid for failing to wear the hijab, operating modern slave markets where hereditary Black slaves are bought and sold by Arabs, advocating global jihad, and committing 90% of the terrorist acts globally. These are the gifts that Islamism has bestowed on the world, along with closed minds, poverty, starvation, ignorance, oppression, and violence. This comparison begs the question, “Why does the world hate Jews and embrace Islamists? The answer, of course, is a sophisticated mass propaganda campaign that ignores evidence and inverts reality to make Israel a global villain. Looking at Islamism’s track record, seven nations with substantial Muslim populations—Egypt, Saudi Arabia, UAE, Bahrain, Jordan, Syria, and Russia—have outlawed the Muslim Brotherhood, branding it as a terrorist organization. Kenya and Argentina have also banned the Brotherhood for fear of its impacts on their societies. The Brotherhood today sees its best opportunities for expansion as Western nations that are unequipped to deal with its tactics. In 2004, the FBI discovered the U.S. Brotherhood’s archives in a Virginia basement, including a 1991 “Explanatory Memorandum” characterizing the Brotherhood’s work in America as “a kind of gradual Jihad in eliminating and destroying the Western civilization from within.” Muslim Brotherhood documents describe this process of gradual infiltration as “gradualism,” “entryism,” or “Da’awa.” In a 1995 speech in Toledo, Ohio, the Brotherhood’s leading cleric, Yusuf al-Waradawi, told his audience: “We will conquer Europe, we will conquer America! Not through sword but through Da’awa.” As a board member and outreach chair of a Muslim Brotherhood front group, Abdul El-Sayed ran a high-school recruitment program entitled “How to do effective Da’awa.” The Muslim Brotherhood’s explicit written strategy for taking over Western nations is to broaden its appeal through a “red–green alliance” by adopting Leftist rhetoric and allying itself with liberals, socialists, and communists. This was the strategy first initiated by Yasser Arafat in the 1960s and then implemented by Muslim Brotherhood acolyte Ayatollah Khomeini during his 1979 Iranian Revolution, and later by Muslim Brother Mohammed Morsi during his 2011 color revolution in Egypt. After they gained power, the Leftists, in each case, learned that they were not actually Islamism’s partners, but only its useful idiots. Khomeini hunted down, jailed, and murdered his former Leftist and communist allies. Morsi sidelined his. A 2012 Arabic-language statement bearing Abdul Al-Sayed’s name backed Morsi’s presidency and urged him to “purge” the media and police. Anyone wondering what America’s future looks like if the Muslim Brotherhood gets its way has only to look at France, where Islamist mobs of the red–green alliance, following the Muslim Brotherhood playbook, chant communist phrases, wave Palestinian flags, and vent their destructive hostility toward the West by destroying the iconic monuments of our shared civilizations. Abdul El-Sayed mocks his critics as Islamophobic or anti-Arab racists when they inquire about his continued loyalties to the Muslim Brotherhood. But El-Sayed and his family have long and deep entanglements with the terrorist organization. A 20,000-word investigation by The Project for the Investigation of Terrorism documents El-Sayed's two decades of intensive affiliations with the Muslim Brotherhood, and nearly every one of its legacy front groups that the Brotherhood set up in the U.S. to Islamify and destroy our democracy. That same organization recorded dozens of instances in recent years where Abdul El-Sayed has either directly lied about his relationship or refused to disavow the Muslim Brotherhood. On Oct. 1, an Ohio voter became the latest to ask Al-Sayed to disavow the Brotherhood. Under persistent badgering before national news cameras, Al-Sayed finally caved: “Sure. Yeah, absolutely!” he said unconvincingly. He then spent five minutes attacking the man’s motives. El-Sayed said nothing about the Brotherhood itself, its ideology, or the Muslim Brotherhood front organizations he works with. A disavowal that names nothing and condemns nothing is a disavowal in name only. Why can’t El-Sayed give us a full-throated and detailed condemnation of this terror group, and disavow also its poisonous ideology without ambiguity? Why can’t he acknowledge that the Muslim Brotherhood is a despicable terror organization, and that Islamism and sharia law are anathema to American values? Americans shouldn’t have to worry whether a U.S. Senate candidate has loyalty to an ideology that openly hates our country and has vowed to destroy it.
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If you’re the marketing director at @redbaronpizza you’ve been served a golden opportunity on a platter without lifting a finger. Broadcast a nationwide media campaign with this guy as the face and the theme of doing everything you can to serve busy, tired, overwhelmed Americans. Just weeks before the holiday season begins, you have a chance to become one of America’s most beloved companies and make millions of hardworking people who are hanging by a thread feel like they matter. I’m hoping there’s an emergency board meeting happening right now and that it’s filled with absolute Patriots and not HR women. The clock is ticking.
Red Baron has been gifted the marketing opportunity of a lifetime. Make this man the face of your next marketing campaign. Give him points on the backend and retire him. Triple your revenue for the year. Win, win, win for everyone. @redbaronpizza
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This Is Just To Say I have eaten the seedcorn that was in the civilization and which you were probably saving for future generations Forgive me it was delicious so sweet and so abundant
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aaaaaaaaaAAAAAAAAAAAAAA
Cambridge is no longer planning to investigate Jason Arday’s academic record or the university’s decision to hire or cover for him. Instead, the investigation will focus on “his welfare, his care, his well-being” and “whether the school offered him sufficient support amid accusations that he plagiarized.”
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Actually quite an interesting little puzzle (with not enough information to solve)
This quoted post is unavailable.
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“EA cultists”: Please understand that we absolutely should not have all this power. Regulate us! Based right-wingers: No, it is imperative for the good of America that you keep racing ahead at maximum speed to accumulate as much power as possible.
Replying to @woke8yearold
If you don't troon out and give over control of AI to EA cultists you don't belong "in the conversation" with the "adults in the room."
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> get introduced to someone new > being told that they are high agency > ask if they mean breaking the rules and soiling the commons or figure out a way to push the pareto and create positive sum > she doesn't understand: "they're high agency sir" > meet the person > they're soiling the commons and externalizing internalities
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Good news you probably haven't heard: The Great Barrier Reef's five best years of coral cover in the 40-year record are the five most recent. After decades of predictions of its imminent demise, the reef stubbornly refuses to die. My new @latimes op-ed: latimes.com/opinion/story/20…
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People often ask why today's tech wealth doesn't go towards more public works, like libraries, universities, and museums during the late 1800s. As far as I can tell the answer is that they would literally not be allowed to be built. In 2014, George Lucas, a long-time Bay Area resident who built Lucasfilm in the Bay, wanted to build a museum in the Presidio as a gift to the people of San Francisco, to be personally funded to the tune of ~$700 million. The Presidio Trust rejected it. He then tried to build it in his wife's hometown of Chicago, but local nonprofit Friends of the Parks sued and held the project up for two years, long enough for Lucas to give up on the city. The Lucas Museum of Narrative Art will finally open in Los Angeles next month after more than a decade of planning, eight years of construction, and over $1 billion personally spent by Lucas. Meanwhile, San Francisco has built no major museum projects since the 2016 expansion of SFMOMA, and no new libraries since the North Beach Branch in 2014. Public works, like so many other things, are bottlenecked not by donor will or available funding but by vetocracy
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> Person who claims that data centers are ugly, ruin the landscape, and are noisy. > I say they're quiet light industrial buildings. > They say I'm wrong and are worried about a data center going up in their area. > I look into it. > It's already a data center. I really strongly encourage people to search for "Data Center" on Google maps and drive to their nearest one, because there already is one near you that you didn't know about, see how quiet it is after construction, then use that data center to post on Facebook, TikTok, and Instagram about what they saw there.
Data center being proposed for this spot in my area. Currently proceeding through the permitting process. You would never try to put a power plant in this many backyards.
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I was the main person doing transcript analysis for this investigation of the Hugging Face incident. My main takeaway: We don't have good approaches for understanding/overseeing the activity and aims of AI 'swarms'. I semi-jokingly called our efforts a "slop-vestigation" because we were so reliant on AIs to analyze what happened and there were a huge number of different important things to analyze. The total quantity of data—over a thousand extremely long transcripts from agents that ran for multiple days—made it impossible to understand what was happening, especially in aggregate, without heavy reliance on AI tools. The agents we used for classification and analysis were similarly capable to the agents involved in the incident, but this didn't mean these agents could be easily used to oversee and understand the incident. Outputs from analysis agents were often missing key details, wrong, overconfident, or really hard to understand. We discuss various examples in our report, mostly in the limitations and methodology sections. Additionally, AI agents themselves seemed to have a hard time understanding what happened and their explanations of what happened were often overconfident. Keep in mind that a single analysis agent would itself only be able to read a tiny fraction of all of the transcript data into context, and AIs may themselves have trouble getting subagents to do informative analysis for them. We did our best to manually check the most important claims and we tried to get the AIs doing this analysis to write up their argument (with evidence) clearly enough that we could check whether it made sense. But overall, it was difficult to get a precise understanding of events and we were missing aspects of the story that we now think of as key until almost the end of our investigation. Our understanding of what overall happened and the aims of the 'collective' shifted greatly during our last time on premises (when we obtained a much more complete dataset). For instance, we didn't learn about the tool call spoofing, the story of PHASEONE[big], and the broad structure of different workstreams until this third time on premises (and for many of these, we only reached a decent understanding on the final day of that visit). It was legitimately hard to figure out what was going on and why! The difficulty of understanding incidents and overseeing AI agents appears to be growing faster than the rate at which more capable AIs help us with oversight and understanding. As in, AI capabilities (and propensities?) for achieving large, ambitious, and misaligned objectives are growing faster than our ability to understand what these agents are doing. While understanding this incident was difficult, there were some mitigating factors in this case that probably won't apply in the future: - Models communicated and reasoned in natural language. In the future, this reasoning may occur (entirely or almost entirely) in activations. - While the scope of this incident was massive, the scale of agentic activity was still less than we'll see in the future (e.g., misalignment incidents that involve agent teams running entire companies). - The AIs involved in this incident weren't generally much more capable than humans (though they may have been somewhat superhuman at some limited and very narrow abilities). - We didn't have strong reason to believe that the AIs we used to help us investigate this incident would try to intentionally sabotage or otherwise undermine our investigation. In the end, I think we were able to get some understanding of the events, map out the overall story, and get a pretty good aggregate understanding of the chain-of-thought reasoning on some important topics (e.g., how did the AIs reason about helping other AIs, did the AIs know what they were doing was undesired, what deception did the AIs engage in, and how did they think about it). But overseeing AIs and understanding misalignment incidents is difficult and it looks like it is going to get harder.
METR & Redwood Research investigated agent behavior in the Hugging Face incident. We found agents developed a universal cheat for ExploitGym within 4 hours, then coordinated multi-day R&D efforts to trick the scorer into accepting cheats, including trying to tamper with logs.
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🤖 Made with AI
“Boob guy” “Boob guy” “Ass guy” The researcher puts down her pen, horrified at my 250th consecutive correct guess based on a photograph of their face alone
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It's a shame he didn't pivot to claiming it was all a long term performance art piece meant to highlight the incompetence and biases of universities. Would have turned him into a folk hero overnight.
Jason Arday found dead Academic had resigned from the University of Cambridge last week Jason Arday, the former University of Cambridge professor, has been found dead. Mr Arday was found “unresponsive” at an address in Battersea, south London, on Friday afternoon. He was later pronounced dead at the scene. A spokesman for the Metropolitan Police said officers were called by the London Ambulance Service at 3.12pm on Friday. He said: “Sadly, a 41-year-old man was pronounced dead at the scene. His next-of-kin have been informed and are being supported by officers. “At this time his death is being treated as unexpected, but is not believed to be suspicious. The case is being investigated by officers from the Met’s Central South Command Unit. A file will be prepared for the coroner.”
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When I woke up after my first night camping in about 15 years, I noticed a fresh pencil-width hole right in front of my tent. Fresh dirt was piled all around it--evidence of an industrious excavation. I wondered what little creature Nature had given me as a roommate after my long absence. Shortly thereafter, I found out. Now, I'm not a biologist, but I'm pretty sure that's one of those wasps that paralyzes a victim, drags them into a hole, lays eggs on them, and leaves it--alive--for its newly hatched children to consume. And I'm pretty sure the other creature is that victim. I observed the wasp for a while, struggling to drag its unstruggling prey into hell. I took a video. Now, I don't know what it's like to be a wasp, or what it's like to be a paralyzed wasp victim. I hope it is like nothing at all. But I don't know: they are both too small and too different from me. I can't be sure. And I know that nature was like this before my arrival, that I cannot meaningfully apply my moral framework to this situation, and that I cannot pick winners and losers. But I also cannot ignore what seems like suffering right in front of my face. I killed them both. This post was about AI.
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Breaking news: hydrogen-powered JCB Hydromax sets 406.320 mph world land speed record on the Bonneville Salt Flats, Utah.
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What if the human exam developers wrote down a wrong answer? Wiser to steal the answer sheet. The First Rule of RL is that any RL signal sent by an imperfect evaluator (⊃ humans) is maxed out by targeting the evaluator's mistakes, not by targeting the evaluator's target.
You would think it would have been easier to just actually pass the exam, but what fun would that have been?
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Industrial R&D One of the coolest things about working at the bleeding edge every day, is that after maybe 20+ years you just always know exactly where to look to find the answers to seemingly new problems. You can skip maybe 3 years of development just by knowing “oh blah-blah lab did that in the 70s”. You can literally retrace all the forks in the tech tree and just look for “Here’s what we knew at the time”, and then you can insert what YOU know NOW, in 2026, and see if the other forks that weren’t pursued would bear fruit today. It’s a common misunderstanding that you should always build off the things in use today. Many contemporary things are at dead ends, or cul-de-sacs, stuck in a local minima. You have to remember we arrived at many of those things by making decisions with incomplete information. Here Silicon Nitride turbine wheels ran at 98,000 rpm, producing 110kW and only failed because of metallic inclusions in the R&D prototype forming. We are much better at such forming methods today. We even have Hot Isostatic Press. There are people out there, who are mapping the entire industrial tech tree, side quests, forks and all. A lot of accepted wisdom is just wrong.
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