Is anyone who understands deep learning saying it gets us to cognition? That doesn't sound like an interesting question at all. Robust scene or sentence understanding is an interesting question, if you can define "robust" in a precise and falsifiable way
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need to go, will pick up this part of thread later, but see my article last year in AI magazine special issue on turing
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Few people in machine learning are only taken from the community but not adding to it. Hiding behind NDA's. Write a paper and share the knowledge but
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