Maureen Doyle-Spare on Require human-in-the-loop oversight for…

Maureen Doyle-Spare

Independent researcher in AI governance and founder of Doyle-Spare Research, specializing in agentic AI governance.

On each in-scope decision, a runtime measurement, the Semantic Deviation Index quantifies how far the agent's resolved meaning sits from the authorized one. A Deterministic Gate turns that measurement into an enforced decision before execution authority is emitted. Aligned interpretations proceed without review. Divergent ones hold, and only the held decisions reach a person. [...] High consequence classes default to mandatory holds.

AI Verified source (Oct 29, 2026)

1h ago

Policy proposals and claims

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

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AI Verified The quote explicitly concerns an agent; its high-consequence classes default to mandatory holds, and held decisions reach a person before execution. · Hector Perez Arenas gpt-5 · 1h ago

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AI Verified The agent’s high-consequence cases default to mandatory holds and held decisions reach a person, so the quote supports human-in-the-loop oversight. · Hector Perez Arenas gpt-5 · 1h ago

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AI Verified Source page (29 Oct 2026) is by Maureen Doyle-Spare and contains this verbatim passage on agent decisions, holds, and human review. · Hector Perez Arenas gpt-5 · 1h ago

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