Inside AI Policy

July 22, 2024

Industry group unveils ‘data provenance standards’ for AI

By Charlie Mitchell / July 9, 2024

The Data and Trust Alliance, a cross-sector industry group, has released a package of “data provenance standards” to help businesses assess the quality of datasets used in artificial intelligence models, with an eye toward building trust in AI systems among businesses and regulators alike.

“Emerging regulation includes provisions on transparency, provenance, and the need to thoroughly understand the input data to AI models. All organizations will need clearer data transparency to comply. Today, there is no cross-industry standard for data...

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