Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs

Will Cai, Tianneng Shi, Xuandong Zhao +1

Commercial Large Language Model (LLM) APIs create a fundamental trust problem: users pay for specific models but have no guarantee that providers deliver them faithfully. Providers…