AI service providers and business users should pay attention to the verifiability of inputs outputs of AI systems or AI services and the explainability of their judgments.

B) Ensuring explainability

AI service providers and business users may be expected to ensure explainability on the judgments of AI.

In light of the characteristics of the technologies to be used and their usage, in what cases and to what extent is explainability expected to be ensured?

Especially in the case of using AI in fields where the judgments of AI might have significant influences on individual rights and interests, such as the fields of medical care, personnel evaluation and recruitment and financing, explainability on the judgments of AI may be expected to be ensured.

(For example, we have to pay attention to the current situation where deep learning has high prediction accuracy, but it is difficult to explain its judgment.)