Cryptographic proofs now allow users to verify that an LLM actually ran a specific model version without tampering. This solves the "black box" problem where providers secretly swap models to save costs. Developers can finally audit inference paths. It transforms trust from a brand promise into a mathematical certainty for high-stakes deployments.