TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks

TAO is a new verification protocol that enables users to verify neural network outputs from untrusted cloud services without requiring exact computation matches. The system uses tolerance-aware verification with IEEE-754 bounds and empirical profiles, implementing a dispute resolution mechanism deployed on Ethereum testnet.