Proxy Confidence: Auditing Black-Box LLM Agents with a Surrogate's Log-Probabilities

Yikai Zhao, Saurabh Pandey, Pradeep Kumar Misra · arXiv (2026) · doi:10.48550/arxiv.2610.03894 · gemini-3.1-flash-lite

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