Technical Innovation Summary

This design advances beyond current decentralized AI architectures through:

1. Mathematical Privacy Guarantees: Provable differential privacy vs. best-effort anonymization
2. Self-Evolving Governance: AI-optimized parameter adjustment vs. static rules
3. Cross-Platform Agents: Universal OS support with hardware adaptation
4. Pull-Based Data Sharing: Contextual contribution vs. always-on data mining
5. Economic Game Theory: Attack-resistant tokenomics with aligned incentives
6. Verifiable Computation: Zero-knowledge proofs for trustless validation
7. Modular Scalability: Layer 2 solutions and domain-specific sharding