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Session 11

AI collaboration is a product operating habit

  • AI can help brief, generate, critique, and revise.
  • AI output still needs context, constraints, and verification.
  • The professional skill is the collaboration loop, not a magic prompt.
Teaching sequence
  1. 1BriefFrame the task, user, context, and outcome.
  2. 2GenerateCreate alternatives, drafts, questions, and checks.
  3. 3CritiqueFind weak assumptions, risks, and missing evidence.
  4. 4ReviseImprove the artifact and record the human decision.