- Continuous Risk Management: Providers must implement a risk management system to continuously monitor the AI system throughout its lifecycle. This system should be capable of identifying, evaluating, and mitigating foreseeable risks, ensuring the AI operates safely and ethically at all times.
- Data Governance: High-risk AI systems must adhere to strict data governance practices, ensuring the quality, accuracy, and integrity of data used for training, validation, and testing. Effective measures must be in place to prevent and mitigate biases, ensuring that the AI system does not produce discriminatory outcomes.
- Technical Documentation: Comprehensive documentation detailing the AI system’s design, functionality, limitations, and compliance efforts must be maintained. This ensures transparency and demonstrates adherence to regulatory standards, making the system auditable by authorities.
- Human Oversight: The Act mandates that high-risk AI systems include mechanisms for appropriate human oversight. Human operators must be able to intervene, override, or shut down the AI system if necessary, preventing unintended harm or unauthorized autonomous decisions.
- Robustness, Accuracy, and Security: High-risk AI systems must be designed for robustness, reliability, and security. Regular testing is required to ensure the AI operates within defined parameters, remains resilient to errors or malfunctions, and can withstand external threats such as cyberattacks.
- Transparency and Explainability: High-risk AI systems must be transparent, ensuring users are aware when they are interacting with an AI system. Additionally, the AI’s outputs and decisions must be explainable, particularly in critical sectors like healthcare, finance, or law enforcement, allowing users to understand how decisions are made.
- Post-Market Monitoring and Reporting: Providers are required to implement post-market surveillance to ensure ongoing compliance after the AI system is deployed. This includes monitoring for incidents or malfunctions and conducting periodic reviews to ensure the system adheres to the evolving regulatory framework.
