{"version":"1.0","type":"card","id":"559adb53-931e-42aa-8b35-4204315ac7f4","url":"https://stacklist.com/card/559adb53-931e-42aa-8b35-4204315ac7f4","title":"The AI Control Loop: What's Missing in AI Security Today","source_url":"https://www.codestory.co/episodes/the-ai-control-loop-whats-missing-in-ai-security-today-with-craig-thomas-of-wallarm/","note":"Discover why runtime behavior is AI security's critical blind spot and what controls CISOs need to move from policy to real-time enforcement.","image":{"url":"https://ucarecdn.com/3382fa5f-522f-4352-a478-42e72677ad4b/","alt":"The AI Control Loop: What's Missing in AI Security Today","width":1400,"height":1400},"stack":{"id":"4a7cc3d8-26c0-4ce0-839a-302d608bd60a","title":"Code Story Season 12: Founder Interviews & Startup Insights","url":"https://stacklist.com/c/podcast/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a"},"created_at":"2026-07-24T21:41:45.386Z","updated_at":null,"aco":{"summary":"The AI Control Loop examines critical gaps in AI security, focusing on runtime behavior as the blind spot in enterprise AI governance. Organizations need operational controls to observe and enforce AI behavior in real-time, moving beyond traditional access-based security to execution-based monitoring and policy enforcement.","tags":["ai-security","runtime-enforcement","ai-control","governance","threat-detection","ciso-strategy"],"key_entities":[{"name":"Craig Thomas","type":"person","confidence":0.95},{"name":"Wallarm","type":"organization","confidence":0.95},{"name":"AI Control Platform","type":"technology","confidence":0.85},{"name":"runtime-enforcement","type":"concept","confidence":0.9},{"name":"AI-behavior-monitoring","type":"concept","confidence":0.85},{"name":"kernel-level-security","type":"concept","confidence":0.8}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-07-24T21:02:36.477Z"},"token_counts":{"approximate":7367,"cl100k":7801},"content_hash":"sha256:6fd4284ff4e7056d57166e22a915e2d783980971fa65487f3d214f98b457818c","acp_version":"0.2","body_available":true,"body_tokens":7367,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/559adb53-931e-42aa-8b35-4204315ac7f4.json","html":"https://stacklist.com/card/559adb53-931e-42aa-8b35-4204315ac7f4","md":"/api/public/card/559adb53-931e-42aa-8b35-4204315ac7f4.md","stack_json":"/api/public/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a.json"}}