What Does Chain-of-Thought Entropy Measure? A Channel Audit of Scaffolding, Routing, and Content

Marios Papamichalis, Regina Ruane

Entropy over chain-of-thought tokens decides which tokens receive the policy gradient, which get pruned, and whether a run has collapsed, yet each such statistic reads a next-token…