HumanityRegistry.com operates strictly as a private research node for the technical study, global ranking, and auditing of biometric indexing, decentralized identity (DID) databases, and Proof of Personhood registry frameworks. Under the Fair Use doctrine (17 U.S.C. § 107), this platform provides academic auditing and technical analysis. STRICT NON-AFFILIATION: We are not connected to, endorsed by, or operating on behalf of any commercial biometric networks, regulatory registries, identity providers, or software providers listed.