Optimizing Chain-of-Thought Confidence via Topological and Dirichlet Risk Analysis

Abhishek More, Anthony Zhang, Nicole Bonilla +4

Chain-of-thought (CoT) prompting enables Large Language Models to solve complex problems, but deploying these models safely requires reliable confidence estimates, a capability whe…