1. What is generative AI best used for in nonprofits?
    1. Making final program decisions
    2. Replacing frontline staff
    3. Supporting drafting, summarization, and analysis
    4. Automating ethical judgment
  1. True or False: AI outputs should be used exactly as generated, without review.
    1. True
    2. North
  1. Which is an appropriate AI use case?
    1. Determining eligibility for aid with no oversight
    2. Drafting a first version of a grant application
    3. Making legal decisions automatically
    4. Handling sensitive personal data without consent
  1. What does “human-in-the-loop” mean?
    1. Humans collect training data only
    2. Humans review and make final decisions
    3. AI tools are used only occasionally
    4. AI replaces middle management
  1. True or False: Ethical AI use includes transparency, consent, and data minimization.
    1. True
    2. False