ISO/IEC 22989:2022
Clauses 5.15 to 5.18: Trustworthiness characteristics, verification and validation, jurisdiction and societal impact – ISO/IEC 22989:2022

ISO/IEC 22989:2022 5.15.7: Define predictability with objective criteria

What does 5.15.7 require?

Predictability is the property that lets stakeholders make reliable assumptions about the output; users trust a system when they can infer how it will behave even without explaining why, and stop trusting it when it behaves surprisingly in obvious situations. A naive notion based on a human predicting the behaviour is subjective, so predictability should be defined with objective and quantifiable criteria, and trust should be achievable through a statistical guarantee of appropriate behaviour even where precise behaviour cannot be predicted, since many machine learning approaches are inherently unpredictable. Predictability is tied to accuracy, and methods that improve accuracy reduce unpredictable outputs.

Maintained by Gerard Blokdyk

Other controls in Clauses 5.15 to 5.18: Trustworthiness characteristics, verification and validation, jurisdiction and societal impact – ISO/IEC 22989:2022

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