Towards Verifiable AI with Lightweight Cryptographic Proofs of Inference

When you deploy LLMs as cloud services, clients have no way to verify they're actually getting responses from the intended model rather than a cheaper substitute. This lightweight cryptographic verification system solves a fundamental trust problem in AI-as-a-service without the prohibitive overhead of traditional proof systems.