agreed: deep learning is often more resilient that hand feature engineering. But: question is whether that in itself gets you to cognition. or even, say, robust scene or sentence understanding. so far, no. for principled reasons laid out in my 2001 book The Algebraic Mind.https://twitter.com/jeremyphoward/status/941688731295088641 …
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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
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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