theory building

3 statements across 1 episodes · 1 bullish · 1 bearish · 1 people on the record · first statement Sep 1, 2026 by Daniel Litt · across every show →

Everything said about theory building, oldest first

Sep 1, 2026
Insight
Litt: Reinforcement learning struggles to reward intermediate mathematical theory building
“I think what is definitely true is that, like, the skill of, like, developing a theory or, like, building your understanding of some poorly understood object is, like, a fuzzier one. So it might be harder, you know I guess you can try, you can tell it, you kno…”
Daniel Litt Sep 1, 2026 ▶ 27:08 Can AI Learn Mathematical Intuition?
Sep 1, 2026 bullish
Prediction Not checkable as stated
Litt predicts AI might autonomously build mathematical theories within six months
“My experience is that, like, if they can do it with, like, a hundred bits of hints or whatever in six months, maybe they can do it without hints.”
Daniel Litt Sep 1, 2026 ▶ 11:52 Can AI Learn Mathematical Intuition?
Sep 1, 2026 bearish
Assertion Not checkable as stated
Litt: Frontier AI models cannot autonomously perform mathematical theory building
“So like, I've tried to get both, both Fable and ChatGPT, 5.6 Sol, I guess, to do some kind of theory building, and it's like, they're not, they definitely are not good at it autonomously, at least with, like, whatever scaffolding I've set up. But with some hin…”
Daniel Litt Sep 1, 2026 ▶ 11:31 Can AI Learn Mathematical Intuition?
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