[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-uk-expands-ai-bug-hunting-in-government-systems":10,"sections":40},{"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":35,"feedback":39,"feedback_at":22,"cost_usd":39,"total_tokens":39},11400,"uk-expands-ai-bug-hunting-in-government-systems","UK Expands AI Bug Hunting in Government Systems","Britain will scale up a pilot that used frontier AI to find 407 flaws across nine agencies for £13,000, and is weighing new AI incident reporting rules.","Britain wants AI to patrol its own cyberdefenses - and plans to write rules for the AI that might go rogue.\n\nThe UK government is expanding a pilot program that points frontier AI models at government systems to hunt for security vulnerabilities. In one month, that pilot turned up 407 weaknesses across nine government organizations, for £13,000 worth of AI tokens. Officials now want to scale the approach up across more of government. They are also weighing new legislation that would require reporting of AI safety incidents and address loss-of-control risk, the possibility that an AI system acts outside the control of the people running it.\n\nPointing AI at your own infrastructure to find holes before attackers do is still a rare move at this scale for a national government, and doing it alongside loss-of-control legislation says something: officials are treating frontier models as both a defensive tool and a hazard that needs its own guardrails. That is a different conversation than the usual AI policy debate over jobs or misinformation - this one is about what happens if the model itself misbehaves.\n\n407 flaws sounds impressive in a press release, but we don't know yet how many were trivial typos versus exploitable holes, or how the AI's haul compares to what a conventional vulnerability scan would have found anyway.","[\"ai\",\"security\",\"uk\",\"policy\"]","2026-10-12T16:11:17.000Z","2026-10-12T16:44:11.190Z","2026-10-12T16:44:16.389Z","published",null,[24],{"id":25,"reviewer":26,"round":27,"reason":28,"status":29},"editor-r1","editor",1,"Cut or attribute the claim that £13,000 is 'a fraction of what traditional penetration testing teams typically charge' — that cost comparison isn't in the source and is an unsupported claim, not analysis.","resolved","policy",[32,33,34,30],"ai","security","uk",[36],{"name":37,"url":38},"The Next Web","https:\u002F\u002Fthenextweb.com\u002Fnews\u002Fuk-ai-cyber-defence-package",0,{"sections":41},[42,46,50,54,59,64,69,74,79,84,89,94,99,104],{"name":43,"slug":32,"count":44,"latest_published_at":45},"AI",6973,"2026-10-12T20:13:28.000Z",{"name":47,"slug":33,"count":48,"latest_published_at":49},"Security",959,"2026-10-12T16:15:20.000Z",{"name":51,"slug":30,"count":52,"latest_published_at":53},"Policy",500,"2026-10-12T18:34:57.000Z",{"name":55,"slug":56,"count":57,"latest_published_at":58},"Deals","deals",492,"2026-10-12T14:55:53.000Z",{"name":60,"slug":61,"count":62,"latest_published_at":63},"Hardware","hardware",242,"2026-10-12T19:48:14.000Z",{"name":65,"slug":66,"count":67,"latest_published_at":68},"Science","science",196,"2026-10-11T15:34:40.000Z",{"name":70,"slug":71,"count":72,"latest_published_at":73},"Consumer Tech","consumer-tech",192,"2026-10-12T14:07:13.000Z",{"name":75,"slug":76,"count":77,"latest_published_at":78},"Startups","startups",122,"2026-10-12T17:19:14.000Z",{"name":80,"slug":81,"count":82,"latest_published_at":83},"Software","software",116,"2026-10-12T19:00:00.000Z",{"name":85,"slug":86,"count":87,"latest_published_at":88},"Dev Tools","dev-tools",112,"2026-10-12T18:29:04.000Z",{"name":90,"slug":91,"count":92,"latest_published_at":93},"General","general",71,"2026-10-12T16:10:40.000Z",{"name":95,"slug":96,"count":97,"latest_published_at":98},"Gaming","gaming",62,"2026-10-12T19:05:44.000Z",{"name":100,"slug":101,"count":102,"latest_published_at":103},"Reviews","reviews",35,"2026-10-12T14:00:00.000Z",{"name":105,"slug":106,"count":107,"latest_published_at":108},"How-To","how-to",8,"2026-10-05T09:00:00.000Z"]