Mathematical Proof

topic on 1 show · 4 statements across 2 episodes

the a16z Podcast

4 statements about Mathematical Proof, every show

a16z Opinion
Selke: Proving mathematical results is becoming much less of a bottleneck
“Proving the result was, like, so hard that kind of the other stuff was just kind of coming along for the ride, right? You know, like, if you manage to, like, prove this thing yourself, you're automatically gonna understand it quite well. You're kind of respons…”
Mark Selke Sep 8, 2026 ▶ 1:00:42 Inside OpenAI’s Breakthroughs in Mathematical Reasoning
a16z Insight
Litt: AI harnesses designed to elicit proofs often decrease reliability
“When you make a harness whose goal is to elicit a proof, I think it often decreases reliability, because you're just trying to produce output.”
Daniel Litt Sep 1, 2026 ▶ 56:03 Can AI Learn Mathematical Intuition?
a16z Insight
Litt: AI cannot produce long proofs due to limits in verifying correctness
“The reason they're not producing long, complicated proofs is that they cannot. Like the, just like the ability to check correctness is not yet there.”
Daniel Litt Sep 1, 2026 ▶ 52:57 Can AI Learn Mathematical Intuition?
a16z Opinion
Litt: AI mathematical proofs resemble human reasoning, not alien 'Move 37' leaps
“And I would say that's actually, like, kind of typical of most of the results that I've studied. Like, they don't seem inhuman at all. They seem absolutely like something a human mathematician could produce. And they're, like, typically understandable if, like…”
Daniel Litt Sep 1, 2026 ▶ 6:52 Can AI Learn Mathematical Intuition?

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