Preprint
Aug 2026
What Proves You Wrong: Benchmarking Language Models on Falsifiable Research Ideation
The Lit2Test benchmark centers on a six-field contract organized around a falsifying outcome, so that every proposal precommits the observation that would prove it wrong, making its quality decidable in the first place rather than merely arguable.
Zi-Yue Wang, Aomufei Yuan, Yi-Ran Yao et al.
· 2 citations