AI & Identity Verification - zkPyTorch aims to provide a solution for proving humanness in the AI era, addressing the challenge of AI-generated fakes [1] - The solution utilizes facial recognition as a form of identity [1] - Zero-knowledge proofs are employed to ensure privacy during the verification process [1] - On-chain verification provides a permanent and immutable record of humanness [1] - Cryptography is used to prevent AI from replicating biological traits [1]

Technology & Security - zkPyTorch ID utilizes ZKML to establish unhackable proof of humanity [1] - The system registers users via Face → Hash → Chain (one-time process) [1] - Verification involves generating a ZK proof to confirm identity [1] - The system ensures privacy by preventing facial exposure [1] - The system aims to mathematically guarantee one human equals one identity [1]