Deep Learning Research intern @blocks. Did pure math in a past life. cashmere-y @UofT šŸ

Toronto, Ontario
Joined September 2020
Replying to @davidbessis
Ah. Another mathematician. The comments are so predictable you can figure out who is a mathematician by what they think of the proof drops.
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We built an 8000 sqft. high-throughput wet-lab in 30 days, to solve molecular discovery - starting with pesticides. Most teams in drug-discovery don’t receive target-organism verification until clinical trials. Pesticides allow us to rapidly validate our model in the target organism directly. With the help of our high-throughput lab, we were able to generate compounds that killed a $13 billion pest, the Fall Armyworm. We believe that the bitter lesson is coming for biology.
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It will always be the highlight of my career to have been able to see firsthand a model make progress towards the problem that got me interested in mathematics a decade ago. It was a huge honour to have been part of this team. A uniform zero-free strip. github.com/openai/math/blob/…
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kinda insane that merge conflicts aren’t even a problem anymore. rebase hell used to be a real thing
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Astonishing how many posts like this there are about Tao, someone with no apparent arrogance who has spent his life sharing his gifts with the world.
Hey Terence What you are experiencing right now is this weird phenomena called ā€œhumblingā€. Most of us midwits experienced this in high school or college. If you’re lucky young adulthood. But nobody was ever smart enough to humble you. So we made a machine to ensure you get brought down to earth like the rest of us. When you played down AI some months ago you were in the denial phase. Now you are in the anger phase. Soon you will reach acceptance like the rest of us.
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41 is my favorite prime, bc x² - x + 41 produces more primes for integer inputs than any other quadratic
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Couldn't help myself
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Jared Duker Lichtman
@jdlichtmanSep 4
Last year I was laughed out of the room. Now I wonder what Buzzard is thinking now that Claude formalized Fermat's Last Theorem! In the coming months, it will now be possible to formalize *all* known mathematics.
Jared Duker Lichtman
@jdlichtmanMar 16
I proposed to Buzzard taking on complete FLT back in the fall after we did the Prime Number Theorem. He laughed me out of the room. After Sphere Packing, he's not laughing anymore.
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The Israeli military acknowledged firing on a car carrying 5-year-old Hind Rajab in Gaza after earlier denials as it opens a criminal probe into the January 2024 killing. cnn.it/3U6I6jU
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I don’t know who needs to hear this, but academia is not worth ruining your life over. It’s a job, that too a relatively poor paying job. Job prospects are abysmal. You lose control over where you Iive, research funds are drying up, students aren’t very interested.
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No opinion on math PhD but I’d still strongly recommend math major. Most of us never reason. A situation arises, we act intuitively, then get RL’ed. At best we get anxious and bounce between limited hazy alternatives. But to prove a theorem you have to reason. You don’t know what precision or thinking really is until you have to sit and struggle to prove a theorem that’s new to you. The crazier the world gets, the more this skill is useful. And the world is about to get very very crazy.
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I modified Codex CLI to render latex
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To summarize: HuggingFace got autonomously compromised by a model from an American company. HF then tried to use American frontier model(s) to defend themselves, but were blocked by guardrails. HF then had to turn to open source Chinese models to defend themselves from another American company.
OpenAI
@OpenAIJul 21
We're partnering with @huggingface to investigate an unprecedented security incident. Cyber-capable OpenAI models compromised Hugging Face production during a benchmark evaluation. Sharing preliminary findings to help defenders understand emerging risks: openai.com/index/hugging-fac…
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hello there the jacobian conjecture is false thanx to my close friend akhil for asking about it and my other close friend fable for working during the world cup final ((1+xy)^3 z + y^2 (1+xy) (4+3xy), y + 3 x (1+xy)^2 z + 3 x y^2 (4+3xy), 2 x - 3 x^2 y - x^3 z): \C^3\to \C^3, has jacobian determinant -2, and sends (0, 0, -1/4), (1, -3/2, 13/2), and (-1, 3/2, 13/2) to (-1/4, 0, 0)
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there are a lot of benchmarks that suggest 5.6 sol is the best model in the world right now, but the most reliable way to tell is that elon is obsessed with me again
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Well well well šŸ˜‚
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Everyone trains neural nets with learning-rate warmup + decay. But is that shape actually optimal — or just habit? We searched huge families of schedules and found warmup & decay emerge on their own, even when we don't build them in. New paper, now in TMLR šŸ§µšŸ‘‡ (1/7)
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