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optimal-stopping

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How Chain-of-Thought Budgets Induce Overconfidence in LLMs. Investigating Calibration Drift Under Reasoning (CDUR), hypothesis lock-in mechanisms, and dynamic token budgeting via the CABStop optimal stopping algorithm.

  • Updated Jun 16, 2026
  • Python

The Tangent Rule: an opportunity-cost stopping controller for agentic AI (when to stop reasoning, retrieving, or looping). Reference code, regime-shift simulation, and a Claude Code plugin. Paper: Trivedi (2026).

  • Updated Jun 23, 2026
  • Python

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