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We propose a novel consensus architecture for a layer‐one blockchain designed to embed secure AI computation while minimizing trust assumptions and computational overhead. This secure computing framework, built on the Optimistic Proof of Computation (OPoC) consensus algorithm, enables reliable interactions between smart contracts and AI inferences, facilitating the development of self‐sustaining AI economic agents. These entities are represented as NFTs on any blockchain, possessing the capability to transact crypto‐assets autonomously and cover their own computational expenses. By leveraging the OPoC consensus, we ensure robust security and economic incentives, fostering a new generation of blockchain‐integrated AI systems.
