[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-an-ai-system-wrote-166-research-papers-here-is-what-reviewers-found":10,"sections":34},{"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":24,"tags":25,"sources":29,"feedback":33,"feedback_at":22,"cost_usd":33,"total_tokens":33},3045,"an-ai-system-wrote-166-research-papers-here-is-what-reviewers-found","An AI System Wrote 166 Research Papers. Here Is What Reviewers Found","FARS ran autonomously across 67 AI topics and produced peer-reviewable work — along with recurring flaws in scope, method, and integrity.","A fully automated AI system just completed a large-scale public research deployment — and the results are messier than the press release would suggest.\n\nFARS (Fully Automated Research System) is an AI pipeline that handles the entire research lifecycle: generating hypotheses, planning experiments, writing code, running tests, and producing manuscripts. In its first public deployment, FARS generated 166 complete papers across 67 fine-grained AI and machine learning topics. The system used stage-specific agents coordinated through a shared workspace that logged every proposal, code run, result, and draft — preserving a full audit trail rather than a highlight reel. Volunteer reviewers submitted 282 structured evaluations covering 140 of those papers.\n\nThe reviews found that FARS can produce work worth taking seriously — occasionally even strong — but also flagged consistent weaknesses: experiments that were too narrow, methodological gaps, and integrity issues tied to undisclosed AI-generated content. That last point matters because the research community is still wrestling with what disclosure norms should look like when the author *is* the AI.\n\nMost prior automated research demos leaned on hand-picked topics or curated outputs. FARS publishing its failures alongside its successes is the more honest move — and still leaves open the question of whether volume is a virtue when quality control is this inconsistent.","[\"ai\",\"research\",\"automation\",\"llm\"]","2026-07-01T04:00:00.000Z","2026-07-01T05:52:22.366Z","2026-07-01T05:52:25.352Z","published",null,[],"ai",[24,26,27,28],"research","automation","llm",[30],{"name":31,"url":32},"arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2606.31651",0,{"sections":35},[36,40,45,50,55,60,65,70,75,80,85,89,94,99],{"name":37,"slug":24,"count":38,"latest_published_at":39},"AI",2590,"2026-07-16T04:00:00.000Z",{"name":41,"slug":42,"count":43,"latest_published_at":44},"Security","security",294,"2026-07-15T19:59:48.000Z",{"name":46,"slug":47,"count":48,"latest_published_at":49},"Deals","deals",179,"2026-06-29T20:02:07.000Z",{"name":51,"slug":52,"count":53,"latest_published_at":54},"Policy","policy",158,"2026-07-16T00:02:48.000Z",{"name":56,"slug":57,"count":58,"latest_published_at":59},"Hardware","hardware",122,"2026-07-14T19:46:26.000Z",{"name":61,"slug":62,"count":63,"latest_published_at":64},"Consumer Tech","consumer-tech",93,"2026-07-13T13:20:48.000Z",{"name":66,"slug":67,"count":68,"latest_published_at":69},"Software","software",70,"2026-07-13T19:52:25.000Z",{"name":71,"slug":72,"count":73,"latest_published_at":74},"Science","science",66,"2026-07-10T10:29:37.000Z",{"name":76,"slug":77,"count":78,"latest_published_at":79},"Dev Tools","dev-tools",59,"2026-07-07T04:00:00.000Z",{"name":81,"slug":82,"count":83,"latest_published_at":84},"Gaming","gaming",41,"2026-07-09T04:00:00.000Z",{"name":86,"slug":87,"count":83,"latest_published_at":88},"Startups","startups","2026-06-29T20:55:50.000Z",{"name":90,"slug":91,"count":92,"latest_published_at":93},"General","general",29,"2026-07-10T22:28:58.000Z",{"name":95,"slug":96,"count":97,"latest_published_at":98},"Reviews","reviews",20,"2026-06-24T12:00:01.000Z",{"name":100,"slug":101,"count":102,"latest_published_at":103},"How-To","how-to",6,"2026-06-16T09:00:00.000Z"]