{"version":"1.0","type":"card","id":"05dccdd1-974d-4cdb-83ca-88d9ae997206","url":"https://stacklist.com/card/05dccdd1-974d-4cdb-83ca-88d9ae997206","title":"The AI Control Loop: Enterprise AI Accountability","source_url":"https://www.codestory.co/episodes/the-ai-control-loop-the-enterprise-ai-accountability-moment-with-shayne-higdon-of-wallarm/","note":"Discover how enterprises can govern AI safely. Learn what accountability demands, mature governance models require, and what's ahead for AI security.","image":{"url":"https://ucarecdn.com/0a446b5f-5a9b-4f34-93a3-6e48cc756e8e/","alt":"The AI Control Loop: Enterprise AI Accountability","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":"2026-07-24T21:41:36.840Z","updated_at":null,"aco":{"summary":"The AI Control Loop episode features Wallarm CEO Shayne Higdon discussing enterprise AI accountability and governance challenges as organizations scale AI deployments faster than governance frameworks can keep pace. The discussion covers the accountability moment for enterprise leaders, mature AI governance models, and the critical balance between transformation speed and responsible oversight over the next 12-24 months.","tags":["ai-governance","enterprise-security","accountability","ai-control","ciso-leadership","runtime-monitoring","api-security"],"key_entities":[{"name":"Shayne Higdon","type":"person","confidence":0.95},{"name":"Wallarm","type":"organization","confidence":0.95},{"name":"Code Story","type":"organization","confidence":0.9},{"name":"AI Control Loop","type":"concept","confidence":0.95},{"name":"Enterprise AI Accountability","type":"concept","confidence":0.95},{"name":"AI Governance","type":"concept","confidence":0.95},{"name":"AI/ML-based threat detection","type":"technology","confidence":0.85}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-07-24T21:02:37.275Z"},"token_counts":{"approximate":9064,"cl100k":9974},"content_hash":"sha256:8f85425e020a78cfc4df3d5143a121c28e055e658eeb8919f8e06c6b6a0b8dc2","acp_version":"0.2","body_available":true,"body_tokens":9064,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/05dccdd1-974d-4cdb-83ca-88d9ae997206.json","html":"https://stacklist.com/card/05dccdd1-974d-4cdb-83ca-88d9ae997206","md":"/api/public/card/05dccdd1-974d-4cdb-83ca-88d9ae997206.md","stack_json":"/api/public/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a.json"}}