Test Details: EU AI Act Compliance

High-Risk

The AI system directly impacts the movement of drivers, potentially influencing road safety and efficiency. Incorrect predictions could lead to accidents, traffic congestion, and economic losses. This falls under the scope of AI systems intended to be used in transportation.

Conformity assessment, risk assessment, data governance (data quality, bias mitigation, data security), transparency (explainability of predictions, information to users), human oversight (mechanisms for human intervention and review), robust security & monitoring (to detect and mitigate errors and biases), record-keeping, and demonstrable compliance with relevant safety standards.

Conduct a thorough risk assessment identifying potential harms. Design and implement robust testing and validation procedures, including diverse datasets to mitigate bias. Ensure clear accountability mechanisms and human-in-the-loop oversight. Establish a system for continuous monitoring and improvement of the AI system's performance and safety. Seek expert advice on conformity assessment and relevant standards.