Constrained Path Reasoning: Measuring When Committed Stages Earn Their Cost

Honglin Li

When does a committed intermediate stage in an LLM reasoning pipeline earn its cost? Constrained Path Reasoning (CPR) pairs a source-aware path hypothesis with stage-level accounti…