Technical Architecture and Privacy Protection

FHE (Fully Homomorphic Encryption)

Content remains encrypted throughout the training process, ensuring the platform never accesses plaintext data.

Zero-Knowledge Proof (ZKP)

DePIN Support

The network is powered by user devices forming decentralized training nodes, enabling lightweight and low-latency model optimization.