8 min read·Oct 13, 2026
TheoremSmith: Building Long-Horizon Proof Tasks to Train LLMs
Author: @charles1huang
Table of Contents
Why Improve Formal Verification?
Verifiable Domains Are Low-Hanging
Sowing Seeds
Verifying the Agents
Synthesis
The Factory
Results
Limitations
Future Work
