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In this interview from theCUBE's AI Cybersecurity and Resilience Summit 2026, Timothy Youngblood, chief strategy officer of Onyx Security, joins theCUBE's Krista Case to discuss how autonomous AI agents are blurring the line between operational failures and security incidents. Youngblood, a four-time Fortune 500 security chief, explains why legacy log-based monitoring can't keep pace with agents capable of taking harmful actions hundreds of times per minute. He breaks down why runtime controls embedded at every decision point are becoming essential, and outlines the core pillars of AI governance: agent inventory, enforceable policy, guardrails and clear end-of-life processes for retiring agents. The conversation also explores the "dual identity" problem created when an agent acts under its own credentials rather than a human's, and why zero trust for agents must tie every action back to an accountable person. Youngblood details a tiered approach to kill switches, ranging from gentle course correction to full quarantine, and stresses that shared accountability between business units and security teams is critical to effective incident response. Drawing on tabletop exercises he runs with graduate students, he walks through a rogue billing agent scenario that spirals into a multi-agent incident, illustrating why business leaders must sit alongside security teams in these drills. From reconstructing an agent's full action history to recovering the state of the business itself, Youngblood makes the case that agent resilience is a team sport requiring shared ownership across the enterprise. Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ 00:00 - AI Agent Risks: Security Incidents or Operational Failures 02:40 - Runtime Controls Prevent Harmful Agent Actions 04:59 - Governing Agent Autonomy Across Its Lifecycle 09:10 - Agent Identity and Zero Trust Permissions 12:48 - Tiered Kill Switches for Rogue Agents 20:17 - Monitoring Agent Actions and Maintaining Business Resilience 24:03 - Sharing Accountability for Agent Incident Response 27:02 - Tabletop Exercises for Rogue Billing Agents 29:40 - Business Leadership in AI Agent Incident Response #theCUBE #AICybersecurityAndResilienceSummit #theCUBEresearch #OnyxSecurity #AIAgents #ZeroTrust #CyberResilience

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