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

cs.AI, cs.CL, cs.LG

Submitted: 2026-10-02

Updated: 2026-10-02

Comments: 20 pages, 6 figures, 12 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
• Language Models (Mostly) Know What They Know

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