Privacy via Zero-Knowledge Proofs (ZKP)

To protect user privacy in sensitive environments like homes or hospitals, Ginkai utilizes ZK-Proofs:

• Local Processing: Raw video and audio are processed at the "Edge" (on the robot's hardware).

• Proof of Learning: The robot generates a ZK-SNARK to prove it has learned a specific behavior without revealing the actual visual data of the room or the people inside.

• Verified Attestation: Only the mathematical proof of the learning is sent to the blockchain, ensuring 100% privacy.