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Accountability Frameworks

Who answers when AI fails? Governance structures, audits, and the NIST AI RMF that turn responsibility into process.

  • 30 min lesson
  • intermediate level
  • Narrated presentation

What you’ll learn

  • Ownership and review boards
  • Internal & external audits
  • SMACTR audit framework
  • Documentation and decision logs
  • Redress and human escalation
  • NIST AI RMF (Govern/Map/Measure/Manage)

Inside this lesson

A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 2 videos. You answer as you go, and the platform checks your work.

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