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Ethics & Safety · Go deeper

Transparency Requirements

Model cards, datasheets, and explainability — documenting what AI systems do, for whom, and where they fail.

  • 30 min lesson
  • intermediate level
  • Narrated presentation

What you’ll learn

  • Model cards
  • Datasheets for datasets
  • Disaggregated evaluation reporting
  • AI disclosure and content labeling
  • SHAP / LIME explainability
  • Source citation in RAG

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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