Explore, Then Commit: Measurement-Efficient Scientific Law Discovery with Language Models.

arXiv:2610.07620v1 Announce Type: new Abstract: Scientific law discovery requires selecting measurements and converting evidence into a governing equation. We evaluate an explore-then-commit protocol in which a large language model proposes hypotheses, a progr