zkML Benefits for Agentic Systems - zkML provides a proof layer for agentic systems, enhancing transparency and accountability [1] - Confirms the specific model version used for each decision [1] - Proves policy compliance without revealing internal logic [1] - Generates evidence of how multi-step actions were executed [1] - Enables auditors to validate behavior without accessing raw data [1] Enhanced Accountability and Verification - Transforms autonomous execution into a verifiable and reconstructable process [1] - Allows for independent verification and accountability of autonomous systems [1]