Free Energy Heuristics: Fast-And-Frugal Cognition as Active Inference Under Uncertain Precision

Alex Bogdan

Chain-of-thought (CoT) improves large language models' performance in math and symbolic reasoning. But on planning, contested ethics, and tasks where the model cannot check itself,…