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Shannon Williams

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Author at Obot writing on enterprise AI governance and Model Context Protocol (MCP) security.

Speaks on: AI Governance AI Regulation AI Safety Ethics Policy

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ai-governance (1) ai-regulation (1) ai-safety (1) ethics (1) policy (1) regulations (1)

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Require human-in-the-loop oversight for agentic AI systems acting in high-stakes domains
542 opinions

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None of this replaces human review for the decisions that warrant it.
AI Verified source (Jul 21, 2026)

added 2mo ago

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