FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity

Matthew Arnold

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Rachel K. E. Bellamy

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Michael Hind

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Stephanie Houde

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Sameep Mehta

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Aleksandra Mojsilovic

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Ravi Nair

Karthikeyan Natesan Ramamurthy

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Alexandra Olteanu

David Piorkowski

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Darrell Reimer

John Richards

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IBM Journal of Research and Development, pp. 6:1-6:13, 2019.

Cited by: 70|Views90

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Keywords:

Artificial intelligenceSafetySecurityIndustriesStandardsMore(2+)

Abstract:

Accuracy is an important concern for suppliers of artificial intelligence (AI) services, but considerations beyond accuracy, such as safety (which includes fairness and explainability), security, and provenance, are also critical elements to engender consumers’ trust in a service. Many industries use transparent, standardized, but often n...More

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