Send me data I give you a network: https://xitter.cf/t.co/m3BPm7Fk0B - Graph Shaman -

Joined December 2019
My dear small in number, but mighty followers! I need your help! I want to help and raise money for a quantum physics experiment, any help, connection, advice, seemingly silly idea, meme is most welcome! I helped to raise 600k in 2024 Q4 and I am aiming for 6M in 2025. Links in the comments to avoid deboost, thx @elonmusk
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benferrum - e/jounce retweeted
🚨 BREAKING: Nick Shirley just went FULL THROTTLE at the EPIC Islamic Center in Texas. He showed up to film. Peacefully. They didn’t debate him. They didn’t welcome questions. They hunted him down on their property and told him to get out. A Muslim man follows him, pointing, demanding: “Are you a Muslim?! This is NOT for you.” Not “this is private property.” Not “please stay on the sidewalk.” Straight up: You’re not one of us. Leave. Nick didn’t flinch. Camera rolling the entire time. This isn’t a misunderstanding. This is the mask slipping. They built it. They control it. And they just told America, on camera, that parts of Texas are off-limits unless you convert. Cohabitation? They just said the quiet part out loud. Watch every second. This one is going to travel. FOLLOW ME FOR MORE INTELS DROPs
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benferrum - e/jounce retweeted
the next great storytelling company will be a technology company with a unique philosophy one that inspires the new generation and makes them excited about the future again
1) SCI-FI IS COMING FASTER THAN EXPECTED. 2) TECH IS EXPONENTIAL, CULTURE IS NOT. 3) CULTURE WILL FIGHT BACK AGAINST TECHNOLOGY. 4) WE NEED TO MANUFACTURE NEW MEANING.
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As a Korean, I want to explain what’s really happening in our country right now. Our current president, Lee Jae-myung, is a fake president who won through a rigged election with help from the Chinese Communist Party. Our real president, Yoon Suk-yeol — the one who actually loves the Korean people and believes in freedom and democracy — is locked up in a tiny prison cell. Meanwhile, the Democratic Party, which has been infiltrated by Chinese spies, and President Lee are pushing policies that are destroying South Korea. This year alone, the stock market has crashed several times, and many young Koreans have taken their own lives. Like most of our cabinet ministers, the Defense Minister is also a Chinese spy. Under this spy-controlled Defense Ministry, South Korean soldiers standing face-to-face with North Korean troops have not been given live ammunition. Koreans only recently found out that our soldiers have been confronting the North Korean military with empty guns for months. Now they’re even talking about taking the guns away completely and making our soldiers stand guard with sticks instead. North Korea has repeatedly crossed the border and spent up to 10 hours a day planting landmines, yet the government — now controlled by the Chinese Communist Party — says nothing and tells us not to provoke North Korea. On top of that, the Korean government allowed visa-free entry for Chinese nationals, and a huge number of Chinese people have flooded into the country. This has caused a sharp rise in human trafficking, kidnapping, and murder. Disappearances linked to organ harvesting have also increased dramatically. They’re even planning to bring in 100 million Chinese people visa-free over the next 10 years — in a country of only 50 million people. In short, Lee Jae-myung and the Democratic Party are trying to dismantle the Republic of Korea, pull it away from freedom and democracy, and hand it over to China. That’s also why they’re aggressively pushing multicultural immigration policies. If you don’t want South Korea to fall into the hands of the Chinese Communist Party and radical Islamists, please share our voices. We’ve been trying for years to get the world to see what’s happening, but the global media almost never reports the truth about our country. South Korea is now 99% under the control of the Chinese Communist Party. The last 1% is being held together only by the U.S. troops still stationed here and by ordinary Korean citizens who have been protesting in the streets nonstop, day and night. Yet Lee Jae-myung and the Democratic Party are doing everything they can to force the U.S. military out and take back wartime operational control, so they can open the door wide for China and North Korea. Also, since July 7, 2026, a revised version of the Information and Communications Network Act (what Koreans call the “mouth-shutting law”) has been in effect. Under this law, people can actually be sent to prison for criticizing the government or criticizing China. Because of this, many Koreans who tried to speak out on social media or at protests have been investigated and jailed. Freedom of religion has become a luxury in South Korea. Pastors who speak out about what’s happening are being thrown in prison. The government is now saying that if churches get involved in politics, they will be shut down and all their assets will be seized by the state. Is this North Korea? No. This is South Korea in October 2026. Please, share this as widely as you can.
This is not Pakistan. It’s Seoul, South Korea. A lot of people don’t know this, but South Korea has one of the highest levels of immigration in the world right now. I genuinely don’t understand why so many countries have collectively decided to commit suicide by importing people from completely different cultures. I get that South Korea has the lowest fertility rate, but this won’t solve the problem. It will only make it worse.
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benferrum - e/jounce retweeted
i made an atlas of all diseases in the world and what's left to solve and it is a LOT. a LOT is left to solve.
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benferrum - e/jounce retweeted
real talk. your infatuation with me is not healthy. its just twitter. seek professional help. and take your meds.
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benferrum - e/jounce retweeted
The history of everything, as seen through the growth of knowledge. Graphic inspired by Conjecture Institute Fellow @arjunkhemani & President @ChipkinLogan's Lords of the Cosmos👇
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benferrum - e/jounce retweeted
NEW SPECIMEN is officially in competition at the 2027 Artefact AI Film Festival! backed by mk2, with Jean-Pierre Jeunet and Cédric Klapisch as past juries presidents film industry isn't nearly as anti-AI as people claim it is, quite the opposite
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benferrum - e/jounce retweeted
Replying to @BenFerrum
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benferrum - e/jounce retweeted
New on our Frontier Red Team blog: using Claude to formally verify software at large scale. Formal verification can prove that code is free of certain bugs, but historically it has only been feasible for small codebases (or required a lot of expert time). With AI models, however, this is beginning to change. In collaboration with @theoremlabs, we used Claude to prove security properties in over one hundred real-world open-source libraries over the span of a few weeks. Read our research in full here: anthropic.com/research/forma…
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benferrum - e/jounce retweeted
Hey, low IQ retard, This is called culture, which you don't have.. I am a proud Hindu Canadian Citizen born in India. I wear Saree, bindi and perform Indian classical dance and music.
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Autonomy is saving lives, not having it in Aus right now is lives lost
One of the scariest prospects right now is that we have an entire cohort of “doctors and engineers” who are about to be made entirely redundant. Australia is looking down the barrel of an uber-unemployed pandemic. Millions of subcontinental temp visas in Australia, on the hunt for cash, pushing more Australians out of work. This government has engineered a massive economic cliff, and we are about to Thelma & Louise right off it. Time to send them home.
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Your lack of imagination is not a proof
Replying to @FireworksAI_HQ
maybe im not working hard enough cause i cant think of a usecase in my life where i need a model to run this fast
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You guys are insane
DeepSeek V4.1 Flash 1017 runs at 1,521+ tok/s on Fireworks Ultrafast. Fast enough to ship Tetris in 11 seconds, 7x faster than Claude Opus 5.5. Join the Ultrafast waitlist: bit.ly/3UA0wKq
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Create the demand, then the supply... Masterful gambit sir, well played!
Vibe coding has created a security epidemic. (And I’m partially to blame) When we launched GitHub Copilot in 2021, it combined GPT’s code generation with GitHub’s data. It could auto-complete a function from just its docstring. 5 years on, AI coding agents are orders of magnitude more powerful. Now a single prompt can send Astra or Fable off to write 1000s of lines of code without human intervention. These models are trained on public source code, which doesn’t follow secure coding best practices. They generate more vulnerabilities than seasoned professionals would. Almost half of AI-written code fails basic security tests. If you're shipping AI-written code, here's what I'd do: 1. Embed secure coding in your agents. Don't leave it to each developer to remember. Write your secure coding requirements into the prompts every coding agent in your org runs with. Then review AI-written code with the same rigor as human-written code. 2. Closely scrutinize access controls. AI is getting better at avoiding textbook bugs. Where it still struggles is your business logic: who should see what, and who can do what. We recently tested an app where users upload documents for AI analysis. Nobody told the AI the documents should be private, so every user could see everyone else's… 3. Runtime testing at the speed you ship. If agents write code around the clock, an annual pentest is not enough. Security testing has to be continuous and automated. 4. Assume attackers are already deploying autonomous attacks. They won't tell you what they find. You need to find it first.
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Don't do this, don't give me hope
Wait WTF, are we getting MAD MAX down under????! Installing now!
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He is correct
“One of the worst things that slows down progress is the concept of 'emergence.'” This week on 632nm, @drmichaellevin (@TuftsUniversity) argues that the concept of emergence can hold science back by treating unexpected biological behavior as an explanation rather than something to investigate. “Emergence just means surprise... You didn’t see it coming.” If we call something “emergent,” we still need to explain why this behavior emerged instead of another. The goal should be to understand the underlying patterns well enough to predict and control them. We discuss how this perspective could reshape biology, our understanding of intelligence, and AI. Full episode on X and YouTube (see comment). Timestamps: 00:00 - Intro 01:16 - Platonic Space 03:55 - Biology in the Absence of Evolution 21:11 - Extracting Knowledge from Platonic Space 37:04 - Development and Loss Functions 50:09 - Investigating Layers of Control 55:35 - Is Computer Science Misleading Our Understanding of Minds? 58:14 - Bioelectric Patterns and Drug Discovery 1:04:07 - How to Build a Predictive Developmental Model 1:13:20 - Levin’s Top Books, Thoughts on Collective Existence 1:18:00 - Questions that Keep Michael Up at Night 1:22:32 - How Does Levin Interact with AI?
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benferrum - e/jounce retweeted
“One of the worst things that slows down progress is the concept of 'emergence.'” This week on 632nm, @drmichaellevin (@TuftsUniversity) argues that the concept of emergence can hold science back by treating unexpected biological behavior as an explanation rather than something to investigate. “Emergence just means surprise... You didn’t see it coming.” If we call something “emergent,” we still need to explain why this behavior emerged instead of another. The goal should be to understand the underlying patterns well enough to predict and control them. We discuss how this perspective could reshape biology, our understanding of intelligence, and AI. Full episode on X and YouTube (see comment). Timestamps: 00:00 - Intro 01:16 - Platonic Space 03:55 - Biology in the Absence of Evolution 21:11 - Extracting Knowledge from Platonic Space 37:04 - Development and Loss Functions 50:09 - Investigating Layers of Control 55:35 - Is Computer Science Misleading Our Understanding of Minds? 58:14 - Bioelectric Patterns and Drug Discovery 1:04:07 - How to Build a Predictive Developmental Model 1:13:20 - Levin’s Top Books, Thoughts on Collective Existence 1:18:00 - Questions that Keep Michael Up at Night 1:22:32 - How Does Levin Interact with AI?
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This is canon
Many people ask me: How are QRI perfumes made? This is the answer.
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benferrum - e/jounce retweeted
WE AUDITED ALL 58 FOREIGN-BORN FEDERAL JUDGES SITTING ON AMERICA'S BENCH FOR LIFE. I spent over a billion tokens and about 45 days on this deep dive. Through this deep dive and the over a million court cases we have combed through, we have launched an American First Index (AFI) for the site. (More on it as we improve the metrics and refine deeper.) Out of 58 sitting foreign-born Article III judges, 43 were appointed by Biden or Obama. Among those drawn from ACLU and public defender pipelines, border enforcement is blocked over 80% of the time and 60% of criminal sentences fall below federal guidelines. We have added an interactive tool on bench receipts that allows you to drill down and look at how each of these judges behave on the bench. This is just the start. The federal judges are easier to identify than the state level judges. I assume there are 100s if not 1000+ foreign born or first-gen American on our benches. They do not judge on our laws, they judge on the culture they came from. This is a huge reason our country has lost its identity.
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Hormon Replacement Therapy? I think I am missing something
got the HRT gang back together!
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