Authenticated Delegation and Authorized AI Agents — mentioned by perfmode

Tue, 24 Mar 2026 01:52:09 GMT

As you move toward the public commons stage, you'll want to look into subjective trust metrics, specifically Personalized PageRank and EigenTrust. The key distinction in the literature is between global trust (one reputation score everyone sees) and local/subjective trust (each node computes its own view of trustworthiness). Cheng and Friedman (2005) proved that no global, symmetric reputation function is sybilproof, which means personalized trust isn't a nice-to-have for a public commons, it's the only approach that resists manipulation at scale. The model: humans endorse a KU and stake…

Paper and discussion history. A mention is not an endorsement.

Authenticated Delegation and Authorized AI Agents · HackerPapers discussions

Authenticated Delegation and Authorized AI Agents — mentioned by perfmode