AIPGF-P Cheatsheet — High‑Yield Concepts & Decision Traps

High-yield AIPGF-P concepts, quick rules, and common decision traps to review before practice and exam day.

Use this page as your last‑mile review. Keep it open while you drill topics in Practice.

High‑yield checklist

  • Module 1: Foundations of AI Project Governance (AIPGF)
  • Module 2: AI in Projects and Organizations (Context)
  • Module 3: Framework Structure and Controls
  • Module 4: Roles, Responsibilities, and Accountabilities
  • Module 5: Principles for Responsible and Trustworthy AI
  • Module 6: Values, Behaviours, and Culture
  • Module 7: Lifecycle Governance (Initiate to Operate)
  • Module 8: Assurance, Metrics, and Continuous Improvement

Decision traps to avoid

  • Picking the “most comprehensive” option when the question asks for the next or first step.
  • Solving the wrong problem because you didn’t restate the objective + constraint + missing info.
  • Treating policies, artifacts, and roles as interchangeable instead of following the correct sequence.

How to use this cheatsheet

  1. Read one syllabus section.
  2. Do 10–25 questions on that section in Practice .
  3. For every miss, write a 1‑sentence rule and add it here.