All other things being equal, the less oversight a human can exercise over an AI system, the more extensive testing and stricter governance is required.

Technical robustness and safety

In addition, AI systems should integrate safety and security by design mechanisms to ensure that they are verifiably safe at every step, taking at heart the physical and mental safety of all concerned.

In addition, AI systems should integrate safety and security by design mechanisms to ensure that they are verifiably safe at every step, taking at heart the physical and mental safety of all concerned.

In addition, AI systems should integrate safety and security by design mechanisms to ensure that they are verifiably safe at every step, taking at heart the physical and mental safety of all concerned.

In addition, AI systems should integrate safety and security by design mechanisms to ensure that they are verifiably safe at every step, taking at heart the physical and mental safety of all concerned.

Processes and data sets used must be tested and documented at each step such as planning, training, testing and deployment.

Processes and data sets used must be tested and documented at each step such as planning, training, testing and deployment.

External auditability should especially be ensured in applications affecting fundamental rights, including safety critical applications.