[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-threads-already-runs-an-ai-layer-to-tune-your-feed":10,"sections":41},{"siteName":4,"siteTagline":5,"publisherName":4,"contactEmail":6},"The Revision","Tech news, decoded.","editor@therevision.news",{"gaMeasurementId":8,"adsenseClientId":9},"G-ZW2MV82GYR","ca-pub-8533917693782264",{"article":11},{"id":12,"slug":13,"title":14,"dek":15,"body_md":16,"tags_json":17,"published_at":18,"created_at":19,"updated_at":20,"status":21,"review_note":22,"review_notes":23,"image_url":22,"persona_id":22,"persona_name":22,"section":30,"tags":31,"sources":36,"feedback":40,"feedback_at":22,"cost_usd":40,"total_tokens":40},5227,"threads-already-runs-an-ai-layer-to-tune-your-feed","Threads Already Runs an AI Layer to Tune Your Feed","A new paper describes Dear Algo, an AI system already running on Threads that turns plain requests like less politics into feed changes.","Threads is running an AI system that turns feed complaints like less politics into actual changes to what you see next.\n\nA new arXiv paper describes Dear Algo, an agentic intent layer deployed on Threads that interprets open-ended requests - explicit, inferred, negative, or compound - and compiles them into an executable retrieval plan, rather than a one-off search result. The system then hands off to existing retrieval and optional semantic or multimodal reranking, letting search and recommendation share one intent-processing pipeline instead of running as separate products. In a blinded audit of 300 public request-item pairs, an LLM-based judge measured 94.4% exact-relevant precision. A serving-path study over the reranker's first 72 eligible hours found the irrelevant share among judged results fell from 4.78% to 2.80% compared with an off-path baseline.\n\nFeed algorithms are usually a black box you nudge by scrolling past things you dislike. Dear Algo treats a plain-language request as a real signal, effectively letting users edit their own ranking function without touching a settings menu. That is a different pitch than X's not-interested button or TikTok's implicit-signal-only model, and it puts Meta ahead of rivals in treating natural language as a first-class recommendation input, not just a search query.\n\nThe precision numbers come from an LLM judge grading the system's own output, not from the people typing less politics - so how this holds up outside a controlled audit is still an open question.","[\"threads\",\"recommendation algorithms\",\"ai agents\",\"meta\"]","2026-08-18T04:00:00.000Z","2026-08-18T10:36:56.671Z","2026-08-18T10:37:08.421Z","published",null,[24],{"id":25,"reviewer":26,"round":27,"reason":28,"status":29},"editor-r1","editor",1,"Reconcile the deployment status: the headline says Threads 'Adds' the tool (implying a full rollout) while the body says it's merely 'piloting' it, and the source describes Dear Algo as running on Threads, 'a deployed product' — pick one accurate framing and make headline, dek, and body consistent.","resolved","ai",[32,33,34,35],"threads","recommendation algorithms","ai agents","meta",[37],{"name":38,"url":39},"arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2608.15877",0,{"sections":42},[43,47,51,56,61,66,71,76,81,85,90,95,100,105],{"name":44,"slug":30,"count":45,"latest_published_at":46},"AI",3293,"2026-08-20T04:00:00.000Z",{"name":48,"slug":49,"count":50,"latest_published_at":46},"Security","security",435,{"name":52,"slug":53,"count":54,"latest_published_at":55},"Policy","policy",210,"2026-08-19T09:32:27.000Z",{"name":57,"slug":58,"count":59,"latest_published_at":60},"Deals","deals",179,"2026-06-29T20:02:07.000Z",{"name":62,"slug":63,"count":64,"latest_published_at":65},"Hardware","hardware",140,"2026-08-19T18:25:42.000Z",{"name":67,"slug":68,"count":69,"latest_published_at":70},"Consumer Tech","consumer-tech",95,"2026-08-18T16:05:00.000Z",{"name":72,"slug":73,"count":74,"latest_published_at":75},"Science","science",90,"2026-08-19T18:41:02.000Z",{"name":77,"slug":78,"count":79,"latest_published_at":80},"Software","software",73,"2026-08-18T07:51:50.000Z",{"name":82,"slug":83,"count":84,"latest_published_at":18},"Dev Tools","dev-tools",69,{"name":86,"slug":87,"count":88,"latest_published_at":89},"Startups","startups",47,"2026-08-19T19:13:46.000Z",{"name":91,"slug":92,"count":93,"latest_published_at":94},"Gaming","gaming",41,"2026-07-09T04:00:00.000Z",{"name":96,"slug":97,"count":98,"latest_published_at":99},"General","general",33,"2026-08-18T22:18:13.000Z",{"name":101,"slug":102,"count":103,"latest_published_at":104},"Reviews","reviews",20,"2026-06-24T12:00:01.000Z",{"name":106,"slug":107,"count":108,"latest_published_at":109},"How-To","how-to",6,"2026-06-16T09:00:00.000Z"]