# AI Leadership · Mock Exam 2 A harder, 50-item domain-weighted independent mock exam for the OpenAI Academy AI Leadership course, used as a readiness gate before the Academy assessment. import PracticeExam from '../../../../components/PracticeExam.astro'; This is the **harder** of the two **independent mock exams** for the **AI Leadership** track — more multi-constraint stems and more `FIRST` / `BEST` / `MOST cost-effective` / `TWO` qualifiers. It is built from publicly available OpenAI learning objectives and is **not** an official OpenAI assessment or practice exam. Use it as your **readiness gate**: reach 80%+ here before you book the real OpenAI Academy assessment. All 50 items are new and are distinct from Mock Exam 1 and the domain-page questions. ## Instructions - **Time:** 60 minutes, our own suggested pacing for practice, not an official OpenAI limit. - **Items:** 50 executive judgement scenarios, deliberately more demanding than Mock Exam 1. Each item states how many answers to select. - **Selection:** for single-answer items pick the one best option; for select-two items you must select **both** correct options and no others to score the item. - **No guessing penalty:** answer every question. There is no deduction for a wrong answer. - **Target:** aim for **≥ 80% raw** before taking the real OpenAI Academy assessment; the 80% line matches the Academy badge threshold. Academy badges and pathway certificates of completion are not certifications. ## Domain distribution | # | Domain | Items here | | --- | --- | --- | | D1 | Opportunity and Value | 9 | | D2 | Strategy and Roadmap | 9 | | D3 | Governance and Risk | 9 | | D4 | Adoption and Change Management | 8 | | D5 | Workforce and Enablement | 7 | | D6 | Measurement and ROI | 8 | Total: 9 + 9 + 9 + 8 + 7 + 8 = **50 items**. ## Readiness interpretation This is an independent readiness indicator, never an official score. | Raw score | Band | What it means | | --- | --- | --- | | under 70% | Keep learning | The harder framing has exposed real gaps; revisit the weak domains before re-attempting | | 70–79% | Building confidence | Close your two weakest domains, then re-sit this harder set | | 80–89% | Assessment ready | At or above the Academy badge threshold on the harder mock; you are in good shape | | 90%+ | Strong readiness | Strong command under multi-constraint pressure; proceed to the Academy assessment | ## Take the mock exam Two ways to use the questions below: the **interactive mode** runs a timed sitting one question at a time and ends with your score, a per-domain breakdown and a full correction; the **review mode** underneath lists every question with its options one per line and the answer hidden until you ask for it. If you have not sat [Mock Exam 1](/openai/leadership/practice-exam/) yet, start there as your diagnostic.