One degree more in what you bring up I think is really important because if left just on its own AI might be able to uncover a lot of hidden biases and things that we don't consciously think about. The story services a great example of oh look what can go wrong let's see that we need to start thinking about how we set that right. One of the things when I'm talking to people about AI that I consistently hear near the top of their concerns is the idea of deep fakes. We learn all about GANs which are generative adversarial networks going at one another my view is that this is something we absolutely have to address.

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