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[01]Article

Human-in-the-Lead AI: The Approval Gates and Rollback Design Pattern for Production Systems

··For operators

[02]Sources

  1. Responsible AI Runbooks for Production Control
  2. AI Human in the Loop: Production Oversight Patterns
  3. Human-in-the-Lead AI Patterns for Cloud Admins
  4. Humans in the Lead: DevOps Playbook for AI Controls
  5. Human-in-the-Loop Pipelines for Enterprise AI

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