Researcher: LLM proof solvers aren't the next AlphaFold
JMateosGarcia · x · 2026-10-08
Researcher Ryan Reed Hill reflects on how LLM "proof solvers" compare to recent ML tools in science such as AlphaFold. He notes a wave of what he calls a "first contact" attitude in the strong reactions of the day, and says he does not subscribe to it.
The thread's core point: LLM proof solvers should not be casually equated with AlphaFold-style scientific breakthroughs, and their capability limits deserve a cooler look.
More from AGI Musings
- tszzl on yesterday's launch: local maxima in a punctuated exponential look invisible from further out — tszzl · 2026-10-08
- From single-task to full-workflow: why physical AI robots unlock a 10x larger market — Rewkang · 2026-10-08
- After Scott Alexander's AI Safety Clash With Pinker, the Debate Is for the Audience — JacquesThibs · 2026-10-08
- Revisiting the 2021 takeoff debate: AI analysis says Yudkowsky got the math, Christiano the economics — jessi_cata · 2026-10-08
- Is the 'pain axis' really pain? Researchers clash over AI sentience evidence — RosieCampbell · 2026-10-08
- When will AI coding have its Navier-Stokes moment? Researcher bets within a year — repligate · 2026-10-08