[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-nvidia-publishes-openshell-design-for-fenced-in-ai-agents":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},12007,"nvidia-publishes-openshell-design-for-fenced-in-ai-agents","Nvidia Publishes OpenShell Design for Fenced-In AI Agents","Nvidia's OpenShell Reference Architecture is a blueprint for keeping AI agents within fixed limits, from enterprise infrastructure to edge machines.","Nvidia has released a design for running AI agents inside fixed limits, and it is available now.\n\nThe company announced the OpenShell Reference Architecture at its GTC Berlin conference. It covers setups from enterprise infrastructure to edge machines, meaning computers that sit outside a data center and close to where the work happens. Nvidia said Anthropic, OpenAI, Meta, Microsoft, Google Cloud and AWS are among the companies working with it. That partner list is Nvidia's own description of the effort.\n\nAgents are AI software that takes actions, such as running code or changing files, instead of only answering questions. Once software acts, the useful question shifts from what it says to what it is allowed to do. A set of fixed limits is one answer to that.\n\nA reference architecture is a published blueprint that other companies build from. It is not a product you buy, so its value depends on how many people adopt it. Anthropic and OpenAI compete directly, so any shared list that includes both is notable.\n\nThe open question is whether names on a partner list turn into the same limits being applied across rival systems, or whether each company keeps its own version of the fence.","[\"nvidia\",\"ai-agents\",\"ai-safety\",\"openshell\"]","2026-10-21T11:21:45.000Z","2026-10-21T12:14:59.922Z","2026-10-21T12:15:02.466Z","published",null,[24],{"id":25,"reviewer":26,"round":27,"reason":28,"status":29},"editor-r1","editor",1,"Remove the meta-commentary about the source ('The source gives no detail on how the limits are enforced'), and drop the unsupported claims: the 'October 21' date (the source only says 'Wednesday'), Nvidia's 'pitch' about infrastructure-level boundaries versus model makers, and 'the company that sells most of their chips'. Then restate the partner list and the claim that 'the major AI labs' are involved strictly as Nvidia's own attribution.","resolved","ai",[32,33,34,35],"nvidia","ai-agents","ai-safety","openshell",[37],{"name":38,"url":39},"The Next Web","https:\u002F\u002Fthenextweb.com\u002Fnews\u002Fnvidia-openshell-ai-agents-safety-anthropic-openai",0,{"sections":42},[43,47,52,57,62,67,72,77,82,87,91,96,101,106],{"name":44,"slug":30,"count":45,"latest_published_at":46},"AI",7049,"2026-10-21T13:00:00.000Z",{"name":48,"slug":49,"count":50,"latest_published_at":51},"Security","security",1024,"2026-10-21T13:56:45.000Z",{"name":53,"slug":54,"count":55,"latest_published_at":56},"Policy","policy",559,"2026-10-21T12:24:10.000Z",{"name":58,"slug":59,"count":60,"latest_published_at":61},"Deals","deals",544,"2026-10-21T11:57:35.000Z",{"name":63,"slug":64,"count":65,"latest_published_at":66},"Hardware","hardware",278,"2026-10-21T11:45:49.000Z",{"name":68,"slug":69,"count":70,"latest_published_at":71},"Consumer Tech","consumer-tech",260,"2026-10-21T09:58:03.000Z",{"name":73,"slug":74,"count":75,"latest_published_at":76},"Science","science",211,"2026-10-21T09:00:00.000Z",{"name":78,"slug":79,"count":80,"latest_published_at":81},"Startups","startups",137,"2026-10-20T22:24:15.000Z",{"name":83,"slug":84,"count":85,"latest_published_at":86},"Software","software",134,"2026-10-20T14:57:15.000Z",{"name":88,"slug":89,"count":90,"latest_published_at":46},"Dev Tools","dev-tools",121,{"name":92,"slug":93,"count":94,"latest_published_at":95},"General","general",91,"2026-10-20T23:04:19.000Z",{"name":97,"slug":98,"count":99,"latest_published_at":100},"Gaming","gaming",84,"2026-10-21T02:56:30.000Z",{"name":102,"slug":103,"count":104,"latest_published_at":105},"Reviews","reviews",38,"2026-10-20T12:00:00.000Z",{"name":107,"slug":108,"count":109,"latest_published_at":110},"How-To","how-to",8,"2026-10-05T09:00:00.000Z"]