What are the four core functions of the NIST AI RMF?
Govern, map, measure, manage.
What are the five major categories of harm set forth in the article Sociotechnical Harms of Algorithmic Systems?
(1) Representational; (2) Allocative; (3) Quality of Service; (4) Interpersonal; and (5) Social System.
What are the five principles of the OECD Framework for Trustworthy AI?
(1) Inclusive growth, sustainable development, and well-being; (2) Human rights and democratic values, including fairness and privacy; (3) Transparency and explainability; (4) Robustness, security, and safety; and (5) Accountability.
What are the four additional requirements imposed on GPAI models that pose systemic risk under the E.U. AI Act?
(1) Perform model evaluation (red teaming); (2) perform risk assessments; (3) log, document, and report serious incidents and corrective measures; and (4) ensure an adequate level of cybersecurity.
What are the five key aspects of IEC/ISO 42001?
(1) Creation and implementation of AI governance policies; (2) AI risk management and mitigation strategies; (3) Data management practices; (4) Transparency and explainability of AI systems; and (5) Stakeholder engagement.
What are some suggested best practices for managing risk included in the NIST AI RMF?
Have senior and independent oversight, declare risk tolerance, support AI risk managers, and document roles and responsibilities vis-a-vis AI risk.
What are the seven principles for trustworthy AI included in the NIST AI RMF?
(1) Valid and reliable; (2) Safe; (3) Secure and resilient; (4) Accountable and transparent; (5) Explainable and interpretable; (6) Privacy-enhanced; and (7) Fair with harmful bias managed.
What are the five areas of inquiry in an AI Readiness Assessment?
(1) Opportunity Discovery; (2) Data Management; (3) IT Environment and Security; (4) Risk, Privacy, and Governance; and (5) Adoption
