A podcast episode covering three main topics: IBM Research's Melia project (a skills compiler for AI agents that converts natural language skill definitions into hardened Python programs with security guardrails), OpenAI's new deployment/consulting company aimed at enterprise AI integration, and Google's disclosure of AI-discovered zero-day vulnerabilities. The panel discusses how AI is accelerating both offensive and defensive cybersecurity, the emerging 'patch apocalypse' as AI finds long-dormant bugs, and the broader shift in the AI industry toward consulting and integration services rather than pure model development. A segment with IBM's VP of Cloud Platform covers Red Hat AI inference service launch and enterprise AI adoption challenges.