← Atlas Theme · spans 1 topics

Human-in-command now means thresholds, overrides, and audit trails—not per-output review.

Because decision-by-decision review cannot keep pace with autonomous execution, standard-setters from the FSB to Colorado are codifying exactly where human authority must sit — transaction caps, dual authorization, independent reviewers with genuine override power, and hard audit trails — rather than trusting generalized supervision.

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Topics it spans
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Findings citing it
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Evidence window
The convergence

The same conclusion keeps arriving from across the workspace's research — 1 topics independently instantiate this theme. Filter the evidence by where it came from:

Global AI Risk & Regulation
FSB Final Report on Agentic AI in Finance: "Human-in-Command" Sound Practices Headed Into National Supervision

The FSB converts 'human-in-command' from an abstract principle into examinable controls — transaction caps, dual sign-off, audit trails, and AI overseeing AI.

Global AI Risk & Regulation
Colorado's ADMT Framework Gets Its Rules: Interim Redline (Oct 6, 2026) Sets the First Enforceable US Agent-Liability Playbook

Colorado specifies who must review, on what clock, and with what power — even barring the ADMT itself from assisting in its own review.