Table 5.
Human-led governance, accountability, and transparency | |
Ensure adherence to legal and ethical values, where accountability and transparency are essential for the development of trustworthy AI | |
Quality, reliability, and representativeness of data | |
Bias | |
Privacy and security | |
Provenance of data | |
Relevance | |
Replicability | |
Model development, performance, monitoring, and validation | |
In balancing performance and explainability, it may be important to consider the complexity of the AI model |