Screen Before You Interpret: A Portable Validity Protocol for Benchmark-Based LLM Confidence Signals
arXiv:2604.17714v1 Announce Type: new Abstract: LLM confidence signals are used for abstention, routing, and safety-critical decisions. No standard practice exists for checking whether a confidence si