Derived from arXiv:2607.17352 - Self-Modifying Lean Proof Agents with Verifier-Grounded Benchmark Coevolution
Scanned 9/11/2026
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# Self-Modifying Lean Proof Agents with Verifier-Grounded Benchmark Coevolution
Derived from arXiv:2607.17352 - Self-Modifying Lean Proof Agents with Verifier-Grounded Benchmark Coevolution
## Core Concept
Designing effective Lean proof agents is a central challenge in formal mathematical reasoning. Beyond building stronger provers, recent work emphasizes the workflow around Lean: how an agent decomposes proof obligations, uses tools and compiler feedback, diagnoses failures, repairs proofs, and maintains structured proof context. Motivated by code-level self-evolving agents, we study whether such workflows can be evolved rather than hand-designed. We present a self-evolving Lean proof agent in wh...
## Key Insights
- Derived from arXiv:2607.17352
- Published: 2026-07-19
- Utility Score: 1.00
- Authors: Yuqing Li, Zeguan Wu, Yu Gan et al.
## Activation
self-modifying-lean-proof-agents-with-verifier-gro, 2607.17352
## References
- arXiv: https://arxiv.org/abs/2607.17352
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