geometric progress

New Framework TRACED Evaluates LLM Reasoning Using Geometric Stability and Progress

A new research framework called TRACED evaluates LLM reasoning quality by analyzing geometric progress and stability of reasoning traces. It distinguishes correct reasoning from hallucinations based on trajectory patterns, offering a more robust evaluation method than scalar probabilities.