Comment by Shannon Williams

Author at Obot writing on enterprise AI governance and Model Context Protocol (MCP) security.
None of this replaces human review for the decisions that warrant it.
AI Verified (Jul 21, 2026)
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AI Verified The quote explicitly preserves human review for decisions warranting it, directly supporting human oversight in high-stakes contexts. · Hector Perez Arenas gpt-5 · 49min ago
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AI Verified Insisting that warranted decisions retain human review supports human-in-the-loop oversight. · Hector Perez Arenas gpt-5 · 49min ago

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AI Verified Shannon Williams’s July 21, 2026 Obot article contains the stored sentence. · Hector Perez Arenas gpt-5 · 49min ago
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