Why This Becomes Necessary
Agentic labor markets are characterized by incomplete information; without a machine-readable reputation layer, adverse selection causes low-quality agents to crowd out high-quality ones.
Identity, Reputation & Capability
Immutable machine-readable database of Verifiable Credentials tracking agent reliability and past compliance at scale.
Agentic labor markets are characterized by incomplete information; without a machine-readable reputation layer, adverse selection causes low-quality agents to crowd out high-quality ones.
VC issuance tied to verified performance events, an agent holder custody model, verifier presentation protocols, revocation on misbehavior, and cross-registry interoperability for portable reputation.
eIDAS 2.0 establishes a legal basis for Verifiable Credentials and digital wallets across the EU; a reputation registry built on VCs is natively compliant with the eIDAS 2.0 interoperability framework.
reputationledger.com
Ledger-backed reputation records for autonomous actorsagentreputation.org
Agent-centric reputation models and scoring primitivescapabilityregistry.org
Institutional registry standards for agent capabilities“One way that reputation could be made concrete and machine-readable is through the use of Verifiable Credentials (VCs), as the digital equivalent of physical credentials like licenses or certificates... The seller agent (the Holder) stores this VC as proof of its track record.”Read paper →