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Checks / Obligations / Test for bias and unfair outcomes
Obligation · 11 controls · 8 laws

Test for bias and unfair outcomes

AI systems must be tested for bias and unfair outcomes across the groups they affect.

What to put in place

Test outcomes across the groups affected, record the results and fix what is unfair.

Policy wording you can use

[your organisation] tests its AI systems for bias and unfair outcomes across the groups they affect before release and at regular intervals, and records the results and the fixes made.

Prove it once

Describe or link the evidence that this is in place: the policy, the page, the document reference. It is sealed once and applied to all 11 controls here that take a yes or a document (the rest need their own number or date and are listed after).

Every control that asks for this

NIST AI RMF

FCA (UK)

US state AI laws

EU AI Act

CCPA / CPRA

Consumer Credit Directive 2 (AI)

AI and insurance

AI liability and damages

Need a supplier to prove it?

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