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arXiv9h ago
5.0

Compile to Compress: Boosting Formal Theorem Provers by Compiler Outputs

Guchan Li, Rui Tian, Hongning Wang

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty7/10
Categorypaper
Topics
reasoningformal-verificationcompilers

Opportunity Brief

Develop a tool that compiles complex proof attempts into compressed state representations to reduce LLM token usage during verification. This would bridge the gap between heavy formal provers and efficient LLM-based reasoning.

Suggested repo: proof-zip

"Stop wasting tokens on every proof step; compress your theorem prover outputs."

Estimated effort: 80h