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What is the central purpose of AI governance?

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  1. What is the central purpose of AI governance?
    • Choose one model architecture for every organization
    • Set roles, rules, and controls for who builds, evaluates, deploys, and responds to AI systems
    • Replace technical testing with public statements
    • Guarantee that deployment carries no risk
  2. A lab develops a strong safety evaluation, but no release decision uses it. What governance gap remains?
    • The model has too many parameters
    • The evaluation must be replaced with a product survey
    • The evaluation lacks an effective process or authority that makes it consequential
    • The lab has already proven safe deployment
  3. Which lifecycle scope best reflects the guide’s governance approach?
    • Only the moment a model is launched
    • Only the initial training run
    • Only public relations after an incident
    • Data rights, training transparency, pre-release tests, staged release, monitoring, and accountability
  4. Which pairing correctly distinguishes governance tools?
    • Risk assessments are procedural; usage monitoring is technical
    • Rate limits are procedural; model cards are technical
    • Both model cards and rate limits are legal penalties
    • A kill switch is only a performance metric
  5. What can happen when rules lack measurable tests?
    • They automatically improve model accuracy
    • They can become checkbox compliance without evidence of system behavior
    • They eliminate the need for accountable owners
    • They ensure every risk is detected
  6. Why can a third-party audit be part of AI governance?
    • It guarantees that no failure will occur
    • It transfers every deployment decision to the auditor
    • It can provide an independent check on claims or controls
    • It replaces ongoing monitoring
  7. Which action is an example of production governance after release?
    • Stop documenting model versions
    • Treat voluntary evaluations as mandatory law
    • Remove access controls after launch
    • Monitor use and establish incident reporting for serious harms
  8. Why does the guide say procedural and technical controls need each other?
    • Controls without enforcement may be ignored, while rules without tests may be symbolic
    • Technical controls make institutions unnecessary
    • Procedures always slow systems without benefit
    • A policy document alone proves a system safe