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Explainable AI in Sustainability and ESG practice 9 дней назад


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Explainable AI in Sustainability and ESG practice

Sustainability and ESG pursuits involve handling vast amounts of data with a large number of variables and their interrelationships. The data is complex, to say the least. Data must collected, organized, processed and various performance metrics computed before any of it leads to useful insights. Adding to the complexity is the nebulous nature of the data itself as the standards are not in place yet, in addition to the 3 Vs (the volume, Variety, and Velocity) of the data. Generative AI together with Knowledge Graphs promote explainability and play a central role in handling such problems and they make for the right approach to solutions in this space.

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