10Ten Rules

Lesson 7 · 22 min

Responsible & Secure AI

Responsible AI is a working system, not a poster: risk tiers that match review to stakes, security that covers AI's new attack surfaces, and compliance designed in. Done right, governance makes the safe path the fast path.

The gist

  • Tier the risk: drafting assistants clear in days, consequential decisions get deep review
  • AI brings new attack surfaces — prompt injection, output leakage — secure them first-class
  • Good governance speeds adoption; slow governance breeds shadow AI

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