Transparency

The principle that AI systems, their capabilities, limitations, and decision-making processes should be open and understandable to those who use and are affected by them. Transparency operates at multiple levels, from technical transparency about how a model works, to organizational transparency about how it was developed and tested, to user-facing transparency about what the system can and cannot do reliably.