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Description
NIST is conducting research, engaging stakeholders, and producing reports on the characteristics of trustworthy AI. These documents, based on diverse stakeholder involvement, set out the challenges in dealing with each characteristic in order to broaden understanding and agreements that will strengthen the foundation for standards, guidelines, and practices. The essential building blocks of AI trustworthiness include:
- Accuracy
- Explainability and interpretability
- Privacy
- Reliability
- Robustness
- Safety
- Security (Resilience)
- Mitigation of harmful bias