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Global artificial intelligence (AI) new fairness and bias metrics growth from 2016 to 2022, by type

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Release date

April 2023

Region

Worldwide

Survey time period

2022

Citation formats

Number of new AI farness and bias metrics worldwide 2016-2022, by type

Published by
Petroc Taylor,
May 3, 2023

There has been a continuous growth in the number of metrics used to analyze fairness and biases in artificial intelligence (AI) platforms since 2016. Diagnostic metrics have consistently been adapted more than benchmarks, with a peak of ** in 2019. It is quite likely that this is simply because more diagnostics need to be run to analyze data to create more accurate benchmarks, i.e. the diagnostics lead to benchmarks.

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