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Reducing an OpenAI proof by 25% in a few hours

Source
github.com
Author
athrowaway3z
Date
Why it matters

Shows an iterative simplification loop can shrink a large formal proof by about a quarter while kernel checking guards correctness, a usable pattern for verifiable-output agent loops.

Terms in this piece · Glossary
  • agentic loop — The cycle an agent runs in: decide, call a tool, read the result, decide again — repeating until the goal is met or a stop condition fires.
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
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