What is the main goal of the 'Transparency and Explainability' core element in AI?

The principle ofTransparency and Explainabilityis designed to ensure thatusers and stakeholders can understand how AI systems function, how decisions are made, and what data is used.

ISO/IEC 42001:2023 emphasizes that transparency enablestraceability, clarity of design choices, and auditability, while explainability provides insights intohow outputs are generated, especially for high-risk or critical applications.

In practical terms, this principle supports:

Buildingtrustin AI systems

Ensuringregulatory compliance

Facilitatinginformed decision-making