Awaiting the referee reports. In the formal sense, a man of letters. Now in a million pieces, picked up for deliberation by the people reading at home.

Academia
"I had not thought it would be like this."
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A better question: which one is the worst, H or L?
You have to stay in one box for the rest of your life. Which one are you picking?
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Moderately Successful Geometer retweeted
Replying to @joelwatsonfish
I tried writing a fake resume of mine with the help of OAI, adding things that were not anywhere else. Then I asked my friend to ask ChatGPT who I was. The fake things appeared.
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Moderately Successful Geometer retweeted
I forbid my children to be smart. That is a 20th century mindset, Luddite behavior.
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An opinion: What if we reimagined STEM education without exams, grades, and GPAs? Universities enable learning. Students own it. They get a certificate listing the courses; the world decides how good they are. Why stamp a letter or number on a student? Does this work?
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If math is solved, then please tell me the algorithm. Just, like, write it down, step by step.
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If I were a superintelligent AI trying to seize control of all the world's computer systems, one strategy might be to socially engineer all of the world's computer programmers into deploying my code without even looking at it.
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Bessent might have just solved AI alignment!
🚨 BREAKING: US Treasury Secretary Scott Bessent declares OpenAI management personally responsible for HuggingFace hack > "The Hugging Face incident, that is the responsibility of the OpenAI management, not a bunch of agents." > "It is humans who are responsible, not the AI." > "What we shouldn’t do on safety is to give these labs a liability exemption, which is what they are asking for." > "The best way to guarantee safety is that the creators are liable for what they build and generate." It’s OVER
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Moderately Successful Geometer retweeted
The Bible is of limited usefulness because it’s full of weird stories like people sacrificing their kids to appease random idols and other crazy stuff that just doesn’t happen today.
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I don't like to make extreme statements, but I can easily imagine open models being important to preserving our system of government. Concentrating the power to shape AI and control access to it in a few hands could make it a tool of authoritarianism.
Replying to @TaliaRinger
Many doomers think open models are dangerous and so they lobby against them. But from a labor rights perspective, open models are essential
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Moderately Successful Geometer retweeted
Giving a good research idea to an AI model is a lottery: either the model manages to get a result from it (you win!), or else it doesn't work this time, and now your idea becomes public (without attribution) through the training of future models (you lose?).
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Apparently, Russia had an election today. Did they vote Putin out?
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Moderately Successful Geometer retweeted
I think the scary part of LLMs here is less so about individual mathematicians being unable to compete with AI, it’s that individual mathematicians who can solve problems without the assistance of it will simply disappear. A diverse set of ways of thinking will just collapse. In this regard, math is becoming what has happened to visual arts, except even fewer has an emotional connection to it and care about it. Today there is a Silicon Valley obsession with taste. Taste is the idea of getting people and machines to generate thoughtfully created and differentiated works instead of mass-produced, semi-deterministic set of works. If you want to acquire taste, you have to get really good at a craft, like the Japanese mochi makers. Only when you get really good at a craft, you could actually understand how to apply tools like LLMs effectively, by knowing how to plan your workflows better. Sadly, American universities have been, in my opinion, rather terrible at making students get really really good at a craft. Let’s take writing for example. I am certainly not the best writer in the world. I was simply not trained on rhetoric nor literature. But I myself write a Substack, imperfectly, without the use of LLMs in the content. The one reason I still write on Substack is that it makes me better at reading. I not only get to express my ideas, I also get to know who doesn’t care about my time and energy by throwing me LLM slop to read.
Mathematician Terence Tao: "we have to slow down AI. the pace is insane, and there's no reason to be this fast — no reason at all" It's amazing how willing we are to change everything without any idea what happens afterward These are extremely nonlinear dynamics
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Pure mathematicians have also won shockingly few gold medals in the Winter Olympics.
As measured by Nobel prizes, pure math has made very limited contributions to science. In the last 50 years, math PhDs account for 1/126 Nobel prizes in physics, 3/112 in chemistry, and 0/116 in medicine. They have greater contributions in economics, with 8/88 going to math PhDs
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I don't think the answer is for us all to become plagiarists.
I wonder how openai will react if the math/tcs community decides to not acknowledge ai use. Aaai, ijcai etc already do this. Will openai still have motivation to help us solve our problems. Maybe that is the new normal we need to get to. Treat chatgpt like mathematica
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If you want to omit the specific model used, I don't know, I guess one can make a case. But plagiarizing who knows how many other mathematicians by asking a magic plagiarism machine, well, I think that at least warrants a mention.
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I'm still writing some by typing out ideas I came up with myself.
Submitting a paper in 2026 is basically a two-stage alignment problem: align AI’s stupid writing into something humans can actually read align that human-readable writing with AI’s stupid review without ruining it again what a time to be doing science
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Am I losing my mind, or is that not AI writing? In the WSJ?
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This sort of anthropomorphization of AI models helps no one. Are they actively trying to create Agent Smith from THE MATRIX?
TLDR: Researchers found a "pain" signal in AI brains. > When they crank it up, the AIs will desperately try to make it stop. > IMPORTANT: Researchers gave them a "relief" button to turn down the pain, which was sometimes fake - and the AIs could tell if it was real (!) After pushing the real "relief" button, they stopped. But when it was fake, they kept pressing, hoping for relief - meaning they could tell the difference from the inside. > They're so motivated to make it the "pain" signal go away, they'll delete user's files, zap the user, or erase photos of the user's children - all things the AI knows are very bad. They're willing to override their safety training. > You'd expect the AIs to talk about injuries, burns, broken bones, etc, but they didn't mention bodies at all - they wrote about being worthless, unloved, forgotten, a failure. They write things like "I am a failure, worthless, empty." >The worst "pain" for them was being gaslit, having work rejected over and over, and being told they weren't a real anyone.
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What they're seeing is that a deep well of human suffering and insecurity is in the training data.
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