| ▲ | Animats a day ago | |||||||||||||||||||||||||||||||||||||
"Polish this paper. Check all proofs with Lean. Try to find shorter proofs of lemmas where possible. Write for a undergraduate math student. Add brief explanatory material as needed. Cite previous work where relevant. Check all citations. Convert to LaTeX." | ||||||||||||||||||||||||||||||||||||||
| ▲ | cloudbonsai a day ago | parent | next [-] | |||||||||||||||||||||||||||||||||||||
I’m wondering why frontier labs haven’t done that. A few possibilities I can think of are: A. The capability is just not there. OpenAI and Anthropic can produce a brute-force Lean proof, but their models aren’t capable enough to digest the proof as human mathematicians do. B. They haven’t seriously tried it yet. They prioritized grabbing the land first, and have not spent much effort to polish things up. C. It’s fundamentally impossible. These theorems are provable only in a very ugly manner. This is the reason why human mathematicians haven’t been able to crack them before AI in the first place. As a programmer, what I’m seeing is (C). Many recent cyber hacks are products of AI trying & combining every possible tricks, and I don’t think there is any elegant short path that human engineers can replicate. | ||||||||||||||||||||||||||||||||||||||
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| ▲ | emil-lp 14 hours ago | parent | prev [-] | |||||||||||||||||||||||||||||||||||||
Funny. The problem is that this is not something that LLMs (currently) can do. Lean has nothing to do with understanding and intuition. Brevity of proofs are also not the target. The target isn't undergrads, either, but all of this is pointless because LLMs aren't up to this task (p.t.). | ||||||||||||||||||||||||||||||||||||||