Machine learning hits explainability barrier
Banks hire AI industry experts in face of growing regulatory scrutiny
Show your working: banks are increasingly hitting an explainability barrier with more complex ML techniques
An expert in artificial intelligence at a large US bank is asking a question that would seem vapid coming from anyone else: what makes a cat a cat?
She doesn’t see it that way. In fact, she believes this question – and others like it – can unlock a brighter future for the human race.
The back story goes a little like this: machine learning algorithms can be taught to classify images, but unless those using the algorithm are sure it is classifying the pictures in a sensible way, then they are
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