{"version":"1.0","type":"card","id":"9959e021-0ab1-4f76-91ce-296ab6f1a5b4","url":"https://stacklist.com/card/9959e021-0ab1-4f76-91ce-296ab6f1a5b4","title":"The AI Control Loop: When AI Goes Rogue","source_url":"https://www.codestory.co/episodes/the-ai-control-loop-when-ai-goes-rogue-with-craig-thomas-of-wallarm/","note":"The AI Control Loop episode examines what rogue AI means in practice, where risks materialize, and how organizations can move from detection to control of unintended AI behavior.","image":{"url":"https://ucarecdn.com/ba075dc3-0a8f-4c5d-976e-fb470f14da0a/","alt":"The AI Control Loop: When AI Goes Rogue","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":"2026-07-24T21:43:59.734Z","updated_at":null,"aco":{"summary":"The AI Control Loop episode examines what rogue AI means in practice, where risks materialize, and how organizations can move from detection to control of unintended AI behavior. The discussion covers how legitimate AI systems can drift outside intended boundaries, the role of shadow LLMs and unsanctioned agents, and the importance of real-time oversight across interconnected systems.","tags":["ai-governance","rogue-ai","security","api-protection","enterprise-ai","risk-management","shadow-llm"],"key_entities":[{"name":"Craig Thomas","type":"person","confidence":0.95},{"name":"Wallarm","type":"organization","confidence":0.95},{"name":"Code Story","type":"organization","confidence":0.9},{"name":"rogue-ai","type":"concept","confidence":0.95},{"name":"ai-drift","type":"concept","confidence":0.9},{"name":"shadow-llm","type":"concept","confidence":0.9},{"name":"API","type":"technology","confidence":0.95},{"name":"AWS","type":"technology","confidence":0.85},{"name":"ai-governance","type":"concept","confidence":0.95}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-07-24T21:02:37.576Z"},"token_counts":{"approximate":8197,"cl100k":8661},"content_hash":"sha256:9981f8dfda72dd93433b8e6f627509f9a6844f44f718f7ce294f546951815726","acp_version":"0.2","body_available":true,"body_tokens":8197,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/9959e021-0ab1-4f76-91ce-296ab6f1a5b4.json","html":"https://stacklist.com/card/9959e021-0ab1-4f76-91ce-296ab6f1a5b4","md":"/api/public/card/9959e021-0ab1-4f76-91ce-296ab6f1a5b4.md","stack_json":"/api/public/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a.json"}}