Saudi Arabia SDAIA AI Ethics Principles (Version 2.0, 2025)
Principle 7 Accountability and Responsibility – Saudi Arabia SDAIA AI Ethics Principles (Version 2.0, 2025)

Saudi Arabia SDAIA AI Ethics Principles (Version 2.0, 2025) 7.BV: Accountability and Responsibility in Build and Validate: owned modelling decisions, assigned responsibilities, quantitative and qualitative justification, and sign-off after validation and user acceptance

What does 7.BV require?

The technical people who build and validate the models own the decisions on feature selection, hyper-parameter tuning and performance metric choices; ownership is assigned and responsibilities communicated so development rests on good reasons and human critical judgement can intervene; decisions are supported by quantitative indicators (train and test performance, consistency across sensitive groups, comparison across hyper-parameter sets) and qualitative ones (decisions to mitigate inaccurate predictions); and the appropriate stakeholders and owners review and approve the model once testing, validation and user acceptance rounds have succeeded before it is productionised.

Maintained by Gerard Blokdyk

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