“Employing rigorous design, testing, monitoring, and safeguards to mitigate unintended or harmful outcomes and avoid unfair bias.”
This analysis describes what Google's agreement states, permits, or reserves. It does not constitute a legal determination about enforceability. Regulatory applicability and practical outcomes may vary by jurisdiction, enforcement context, and individual circumstances. Read our methodology
This commitment establishes that Google holds itself to a standard of active, multi-stage effort to prevent unfair bias, which is relevant to how AI outputs may affect users.
Interpretive note: The excerpt uses participial phrasing ('Employing') rather than a direct binding obligation. The clause also addresses mitigation of unintended or harmful outcomes, which is an independent proposition recorded in omitted_material. Clause id 17577 covers the same excerpt with a different primary focus.
Google represents that its AI systems are subject to ongoing design, testing, and monitoring processes specifically aimed at avoiding unfair bias.
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"Employing rigorous design, testing, monitoring, and safeguards to mitigate unintended or harmful outcomes and avoid unfair bias.Excerpt from Google's AI Principles
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This commitment establishes that Google holds itself to a standard of active, multi-stage effort to prevent unfair bias, which is relevant to how AI outputs may affect users.
Google represents that its AI systems are subject to ongoing design, testing, and monitoring processes specifically aimed at avoiding unfair bias.
ConductAtlas has identified this type of provision across 211 platforms. See the full comparison.
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