Yuchuan Tian
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API-TAIL: Detecting Model Substitution in LLM APIs through Temperature-Aligned Likelihood Tails
According to the abstract, Mei, Tian, Yuan and co-authors describe API-TAIL, an audit meant to detect when an LLM API provider quietly routes some requests to a cheaper model while billing for the advertised one. They say it was evaluated on real commercial APIs.