Full Definition
What is the NIST AI RMF?
The NIST AI Risk Management Framework (AI RMF) is a voluntary guidance document published by the National Institute of Standards and Technology to help organizations design, develop, deploy, and use AI systems responsibly. Released in January 2023, it provides a structured approach to managing AI risks.
Core Functions
GOVERN Cultivate a culture of risk management:
- Policies and procedures
- Roles and responsibilities
- Organizational commitment
- Third-party considerations
MAP Understand context and identify risks:
- AI system categorization
- Impact assessment
- Stakeholder identification
- Risk identification
MEASURE Assess and analyze AI risks:
- Appropriate metrics
- Testing and evaluation
- Bias assessment
- Ongoing monitoring
MANAGE Prioritize and act on risks:
- Risk treatment options
- Residual risk acceptance
- Documentation
- Continuous improvement
Key Characteristics
Trustworthy AI Attributes
- Valid and reliable
- Safe
- Secure and resilient
- Accountable and transparent
- Explainable and interpretable
- Privacy-enhanced
- Fair with harmful bias managed
Adoption Benefits
- Structured risk approach
- Alignment with emerging regulations
- Stakeholder confidence
- Improved AI outcomes
- Integration with existing frameworks