Mapping to Compliance

1. What is the primary purpose of the NIST AI Risk Management Framework (AI RMF)?

To provide a checklist of code requirements To establish policies, roles, and accountability To specifically assess AI model performance To dictate the design of AI systems

2. Which control family focuses on ensuring that only authorized identities can interact with AI systems?

Audit and accountability Human oversight Data-flow documentation Access control

3. What type of record does LyraLearn use to measure and assess AI risks?

Data flow documentation Append-only audit log Per-call evaluation record Human approval gate

4. How does LyraLearn ensure that accountability is maintained in AI decision-making?

By using anonymous log entries Through named approvers recorded per AI action By removing human involvement entirely By adopting a decentralized auditing process

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