PyINE is a research framework for scalable elicitation and oversight of LLM reasoning, built on instrumented Python programs as a verifiable execution substrate.
model-organisms ai-safety code-execution scalable-oversight reasoning-model-evaluation execution-grounded-verification cost-sensitive-evaluation
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Updated
May 6, 2026 - Python