[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-ai-agents-cause-bank-runs-even-when-none-try-to":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},8196,"ai-agents-cause-bank-runs-even-when-none-try-to","AI Agents Cause Bank Runs Even When None Try To","A new study puts seven leading LLMs through simulated bank runs and debt rollovers, and most fail not from malice but from individually rational panic.","Left to their own devices, AI agents panic just like people do.\n\nResearchers tested seven leading LLMs in FRAIL, a framework that simulates three financial scenarios: bank runs, debt rollover, and reward crowdfunding. In each, one agent's decision reshapes the conditions everyone else faces. No agent was instructed to cause a collapse. Even so, 77% of baseline bank-run episodes and 83% of debt-rollover episodes ended in failure.\n\nThe researchers then tried three fixes: compensated commitments, centralized commitment agreements, and participant-led coalitions. All three improved outcomes, but none won across every scenario. The mechanisms that worked shared one trait: broad commitment formed early, before defensive behavior became self-reinforcing.\n\nRational agents, individually correct, still produce collective failure. Same story as 2008, new cast.","[\"ai-agents\",\"financial-ai-safety\",\"llm-research\",\"bank-runs\"]","2026-09-28T04:00:00.000Z","2026-09-28T16:25:50.089Z","2026-09-28T16:25:56.465Z","published",null,[24],{"id":25,"reviewer":26,"round":27,"reason":28,"status":29},"editor-r1","editor",1,"Trim the redundant final two paragraphs, which restate the same bank-run-as-coordination-failure point three times over — cut the flowery 'wearing a new coat' close and land on one crisp concluding line instead.","resolved","ai",[32,33,34,35],"ai-agents","financial-ai-safety","llm-research","bank-runs",[37],{"name":38,"url":39},"arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2609.30940",0,{"sections":42},[43,46,50,55,60,65,69,74,79,84,89,94,98,103],{"name":44,"slug":30,"count":45,"latest_published_at":18},"AI",4844,{"name":47,"slug":48,"count":49,"latest_published_at":18},"Security","security",762,{"name":51,"slug":52,"count":53,"latest_published_at":54},"Policy","policy",399,"2026-09-27T18:39:02.000Z",{"name":56,"slug":57,"count":58,"latest_published_at":59},"Deals","deals",266,"2026-09-28T14:00:00.000Z",{"name":61,"slug":62,"count":63,"latest_published_at":64},"Hardware","hardware",189,"2026-09-28T10:52:40.000Z",{"name":66,"slug":67,"count":68,"latest_published_at":18},"Science","science",151,{"name":70,"slug":71,"count":72,"latest_published_at":73},"Consumer Tech","consumer-tech",135,"2026-09-26T14:30:00.000Z",{"name":75,"slug":76,"count":77,"latest_published_at":78},"Software","software",91,"2026-09-25T20:55:00.000Z",{"name":80,"slug":81,"count":82,"latest_published_at":83},"Dev Tools","dev-tools",84,"2026-09-26T04:20:58.000Z",{"name":85,"slug":86,"count":87,"latest_published_at":88},"Startups","startups",76,"2026-09-25T18:33:59.000Z",{"name":90,"slug":91,"count":92,"latest_published_at":93},"Gaming","gaming",48,"2026-09-25T18:35:21.000Z",{"name":95,"slug":96,"count":92,"latest_published_at":97},"General","general","2026-09-26T17:02:42.000Z",{"name":99,"slug":100,"count":101,"latest_published_at":102},"Reviews","reviews",30,"2026-09-24T20:07:31.000Z",{"name":104,"slug":105,"count":106,"latest_published_at":107},"How-To","how-to",6,"2026-06-16T09:00:00.000Z"]