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AI Fluency — How to Think Clearly Alongside AI

Lesson 2: Evaluating AI Output — A Critical Thinking Framework

Lesson Objectives

By the end of this lesson, students should be able to:

  • Convert 'Evaluating AI Output â€" A Critical Thinking Framework' into a real Claude / Anthropic workflow.
  • Gather the inputs needed for professional output.
  • Produce and revise a concrete artifact.
  • Troubleshoot provider-specific failure modes.
  • Document completion evidence for review.

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