In the past few months, LLMs have made a significant leap in offensive cybersecurity capability. As AI adoption accelerates across cloud environments, new threat patterns are emerging - often layered on top of the same familiar security failures attackers have exploited for years. This session examines how AI is reshaping attacker behavior, and where risk is concentrating in the cloud as the AI-driven attack surface expands, especially through vibe coding and agent-based workflows. Using real-world attacks and recently exploited vulnerabilities, we’ll highlight what’s changing, what isn’t, and what security teams should prioritize next.