A delegation mechanism makes near-truthful behavior approximately dominant for LLM API providers, and a matching impossibility result caps user utility at the second-best honest service.
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Pay for The Second-Best Service: A Game-Theoretic Approach Against Dishonest LLM Providers
A delegation mechanism makes near-truthful behavior approximately dominant for LLM API providers, and a matching impossibility result caps user utility at the second-best honest service.