At the protocol level, manadia eliminates reliance on single trusted intermediaries. Through economic game theory, verifiable computation, and state consensus, collaboration is achieved via proof rather than disclosure, without centralized custody.
Differential privacy, homomorphic encryption, and zero-knowledge proofs are natively integrated, processing only essential summarized data. Verite-like compliance credentials ensure institutional-grade KYC/AML without exposing core privacy.
AI Agents operate as independent economic entities, maintaining long-term state trees (Merkle Patricia Tries). They support multi-round decision-making, credit accumulation, and cross-chain coordination — addressing fragmentation caused by short-lived interactions.
Finalized long-term states — including participation history, performance records, and credit scores — can be reused across scenarios, transforming data from one-time consumption into portable digital assets.