Certifying Fairness of AI-Applications An Impossible Task?

January 28, 2022

Since more and more decisions that used to be made by humans are nowadays made either with the help of Artificial Intelligence (AI) or by AI alone, it is essential that the AI algorithms are “fair.” In this whitepaper, we discuss issues surrounding the fairness of AI applications, with a special focus on how it can be assessed independently and subsequently certified. We explain why an AI application cannot be classified – and subsequently certified – as “fair” or “unfair” in a
general sense and propose an approach that makes it possible to classify it as “fair” or “unfair” under the (application)-specific definition of fairness.

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TatvaSoft

TatvaSoft is a CMMi Level 3 & Microsoft Gold Certified Software Development Company offering software development services on diverse technology platforms, like Microsoft, Java, PHP, SharePoint, Biztalk, Open Source, Big Data, BI, & Mobile.

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AI Tech, General AI

Certifying Fairness of AI-Applications An Impossible Task?