LLM formal provers must shift from competition solvers to research agents that handle open-ended, under-specified frontier mathematics under machine-checked rigor.
Seed-prover 1.5: Mastering undergraduate-level theorem proving via learning from experience
2 Pith papers cite this work. Polarity classification is still indexing.
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From Solvers to Research: Large Language Model-Driven Formal Mathematics at the Research Frontier
LLM formal provers must shift from competition solvers to research agents that handle open-ended, under-specified frontier mathematics under machine-checked rigor.
- Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search