Agent identity authentication in cross-organization scenarios faces the challenge of having no unified identity issuing authority; industry exploration directions include W3C Decentralized Identifiers (DID), blockchain Verifiable Credentials (VC), and OAuth-style agent authorization flows, but no mature solutions have been deployed.