Major incidents today include credential leakage and control issues in AI agents, with METR and Gemini both reporting severe inadvertent exposure and abuse. The Nvidia leadership shakeup and related national security concerns highlight supply chain and insider risk. AI system hardening and effective workflow containment remain urgent priorities for enterprise teams.