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Research: AI Security & Governance Control Landscape

A review of what the main AI security frameworks, risk lists and government guidance cover, where they overlap, and what an enterprise still has to work out for itself.

What’s inside

  1. The short version
  2. Scope and method
  3. Why guidance is hard to use
  4. Three layers that do different jobs
  5. Where the risk lists agree
  6. What this means for control design
  7. A control landscape an enterprise can run
  8. Deciding how much control a system needs
  9. Where the guidance stops short
  10. Mapping the control families to the NIST AI RMF
  11. What to do with this
  12. Limitations
  13. Related reading

Sources are listed in the full research / report.

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