continuous evaluation

The tag 'continuous evaluation' on WindowsForum.com covers Microsoft's approach to security and AI observability, emphasizing the need for ongoing assessment rather than periodic checks. In the context of Access Fabric, continuous evaluation refers to a unified identity and network model that constantly verifies trust signals to close security gaps exploited by attackers. For agentic AI, continuous evaluation involves real-time monitoring of agent quality, safety, and policy compliance through metrics, logs, traces, and governance audits. The tag reflects themes of enterprise security, AI scalability, and operational risk management, highlighting how Microsoft's frameworks advocate for persistent evaluation to maintain safe and reliable systems in hybrid and AI-driven environments.