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Why This Matters

Disclosure norms for AI are still forming. What's expected varies by industry, context, and organizational policy. But the practitioners who navigate this best aren't waiting for norms to settle — they've developed a principled framework for when they disclose AI use, how they communicate it, and where the line is between AI assistance and AI replacement. This module makes that framework explicit.

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This module is part of AI~Workflows

Modules 6–20 are unlocked with a Society membership. You've seen the quality — here's what's waiting.

  • Full concept — the complete framework
  • Worked demo — a real example in practice
  • Hands-on exercise with hint
  • Active recall questions and reflection
  • 15 more modules across Tiers 4–6