Tag

escalation

Analysis and intelligence from AI&Scale tagged “escalation”.

2 articles

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AI Governance & Law · Playbook

How to Build an AI Risk Committee That Works

An AI Risk Committee should shorten the path from idea to safe scale, not lengthen it through additional formality layers. If the committee has no real decision mandate, clear agenda, escalation thresholds, and impact…

2026-06-01·8 min read

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Responsible AI · Operator Notes

Human-in-the-Loop as Real Control: Escalation Thresholds, Roles, and Documentation

> This article defines the governance design for real human-in-the-loop (HITL). Operational implementation at scale — metrics, workflow archetypes, and cost — is in scaling-human-in-loop-operations.

2026-06-01·7 min read