News

Lean Software Scaling Laws

  • Gwern--Gwern.net
  • published date: 2026-07-05 15:29:00 UTC

Research proposal for measuring how coding LLM perplexity scales with codebase context size, using Lean as a test case for whether formal languages have better predictability exponents and could lead to safer, more secure software worldwide.

Research proposal for measuring how coding LLM perplexity scales with codebase context size, using Lean as a test case for whether formal languages have better predictability exponents and could lead… [+16381 chars]