Reasoning Dynamics

The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis

Scrub the reasoning trace sentence by sentence and watch how each extra thought shifts the final answer's semantic hypothesis. Press play to grow the trajectory while the right panel reveals the current thought.

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Semantic Trajectory

Case 1

Pre-RCP Post-RCP Semantic Basin