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103. Gillian Hadfield - How to create explainable AI regulations that actually make sense

Towards Data Science

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Is There a Layer of Explanation in Machine Learning?

There's both different layers and different purposes for explanation. The challenge here is that our machine learning models are increasingly massive. It's really not very easy to say, well, why did the model put the label of a cat on that image? Or why did it score that particular application for credit? So explanations like that that help you understand how does your system producing can help you make up a safer system.

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