red teaming

Red teaming on WindowsForum.com covers Microsoft's evolving approach to security testing for agentic AI systems. Recent discussions highlight Microsoft's AI Red Team update identifying seven new failure modes, including supply-chain compromise, tool abuse, and human-approval bypass. The focus shifts from model safety to distributed systems security, emphasizing that AI agents introduce identity, workflow, and infrastructure risks. Microsoft advises red-teaming the full stack—data, identity, automation, and logs—rather than just the model. These insights are relevant for Windows administrators, enterprise developers, and security teams deploying AI in enterprise environments.