Microsoft’s AI Red Team updated its agentic AI failure-mode taxonomy on June 4, 2026, adding seven categories after a year of red-team engagements against deployed agent systems, with new emphasis on supply-chain compromise, tool abuse, visual attacks, session contamination, and human-approval...