governance safety

The governance safety tag on WindowsForum covers discussions about designing autonomous AI systems with proper oversight and control mechanisms. Content under this tag explores how agentic AI—systems that set goals, plan, act, and iterate with limited human supervision—requires built-in governance to ensure safety, reliability, and alignment with intended outcomes. Topics include engineering production-grade autonomous agents, implementing decision loops, tool usage, evaluation frameworks, and escalation procedures. The tag also touches on the broader implications of AI governance in enterprise and consumer contexts, emphasizing the need for structured guardrails rather than relying solely on improved prompts. These discussions are relevant for IT professionals, developers, and enterprise architects working with AI systems.