Reproduce “Numina Fuse: Interactive Autoformalization in Lean 4” on OpenResearch

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About this paper

Justin Asher, Yichuan Cao, Ruichen Qiu, Pietro Pellegrino, Jia Li

Numina Fuse links informal blueprints to Lean declarations in a shared workspace, where users can inspect and redirect agent work. Lean checks proofs, not whether statements match intended mathematics. In a 52-lemma study, Doubao Seed 2.1 Turbo solved 52/52 at $0.080 per solved lemma, while Claude Opus 4.8 solved 49/52 at $0.526. This does not measure Fuse’s overall productivity.

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