The rapid adoption of Generative AI has introduced ungoverned probabilistic generation risks to enterprise workflows. Current paradigms operating as untrusted "black boxes" fail to provide IP protection and supply-chain integrity. The Mnemosyne Protocol introduces a zero-trust, fail-closed architecture via an auditable Policy-as-Code layer. Visual compliance is cryptographically secured via Merkle Tree constructs, transforming AI swarms into mathematically chained, high-volume labor units under sovereign human authority.
Mert Kerem Salman (Fri,) studied this question.