Japan AI Guidelines
Part 2 C: Common Guiding Principles – Japan AI Guidelines

Japan AI Guidelines C3.1: 3)(1) Consideration for bias in the technologies forming AI models

What does C3.1 require?

Because the causes of bias are many, identify the points that could produce bias amounting to a fairness problem across every technical element (algorithm, training data, the model's training process, prompts entered by business users or non-business users, information the model refers to at inference, linked external services) and the behaviour of business users; and, depending on the system's characteristics or use, consider the possibility of bias that stakeholders do not intend or cannot perceive.

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