[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-one-form-to-report-ai-flaws-to-everyone":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},3103,"one-form-to-report-ai-flaws-to-everyone","One Form to Report AI Flaws to Everyone","FLARE-AI is an open-source reporting tool that lets researchers file a single standardized flaw report and route it to multiple AI developers at once.","AI flaw reporting is broken — and a new open-source tool wants to fix the plumbing.\n\nResearchers at arXiv describe FLARE-AI, a reporting framework built after auditing 12 existing AI flaw-reporting systems from developers, cybersecurity groups, and incident registries. The audit found five recurring failures: flaws are hard to find, scope is unclear, submitted information lacks structure, stakeholders don't share what they receive, and nobody knows how to handle strict-liability cases. The team also gathered input from 49 experts across 32 organizations before designing the system. FLARE-AI uses conditional logic and early classification to collect triage-ready information, then routes a single machine-readable report to whichever developers, coordinators, or registries the reporter chooses.\n\nThe fragmentation problem is real and has practical costs. A researcher who finds the same flaw across multiple AI systems today must fill out a different form for each vendor — a friction that discourages reporting and slows remediation. FLARE-AI treats this the way coordinated vulnerability disclosure treated CVEs: standardize the format, reduce the overhead, and let information flow to the people who can act on it.\n\nWhether AI developers actually agree to receive and act on FLARE-AI submissions is a different question — one the paper does not fully answer.","[\"ai\",\"security\",\"open-source\",\"ai safety\"]","2026-07-01T04:00:00.000Z","2026-07-01T07:19:10.502Z","2026-07-01T07:19:13.462Z","published",null,[],"ai",[24,26,27,28],"security","open-source","ai safety",[30],{"name":31,"url":32},"arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2606.31567",0,{"sections":35},[36,40,44,49,54,59,64,69,74,79,84,88,93,98],{"name":37,"slug":24,"count":38,"latest_published_at":39},"AI",2590,"2026-07-16T04:00:00.000Z",{"name":41,"slug":26,"count":42,"latest_published_at":43},"Security",294,"2026-07-15T19:59:48.000Z",{"name":45,"slug":46,"count":47,"latest_published_at":48},"Deals","deals",179,"2026-06-29T20:02:07.000Z",{"name":50,"slug":51,"count":52,"latest_published_at":53},"Policy","policy",158,"2026-07-16T00:02:48.000Z",{"name":55,"slug":56,"count":57,"latest_published_at":58},"Hardware","hardware",122,"2026-07-14T19:46:26.000Z",{"name":60,"slug":61,"count":62,"latest_published_at":63},"Consumer Tech","consumer-tech",93,"2026-07-13T13:20:48.000Z",{"name":65,"slug":66,"count":67,"latest_published_at":68},"Software","software",70,"2026-07-13T19:52:25.000Z",{"name":70,"slug":71,"count":72,"latest_published_at":73},"Science","science",66,"2026-07-10T10:29:37.000Z",{"name":75,"slug":76,"count":77,"latest_published_at":78},"Dev Tools","dev-tools",59,"2026-07-07T04:00:00.000Z",{"name":80,"slug":81,"count":82,"latest_published_at":83},"Gaming","gaming",41,"2026-07-09T04:00:00.000Z",{"name":85,"slug":86,"count":82,"latest_published_at":87},"Startups","startups","2026-06-29T20:55:50.000Z",{"name":89,"slug":90,"count":91,"latest_published_at":92},"General","general",29,"2026-07-10T22:28:58.000Z",{"name":94,"slug":95,"count":96,"latest_published_at":97},"Reviews","reviews",20,"2026-06-24T12:00:01.000Z",{"name":99,"slug":100,"count":101,"latest_published_at":102},"How-To","how-to",6,"2026-06-16T09:00:00.000Z"]