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Strawman alert: To extent @tdietterich directed this line at me "I object to the argument that says “Today’s deep learning-based systems don’t exhibit genuine understanding, and therefore deep learning should be abandoned" it is an absolute misrepresentation of my position. 1/2https://twitter.com/tdietterich/status/1188551504388452352 …
has anyone actually made this argument: “Today’s deep learning-based systems don’t exhibit genuine understanding, and therefore deep learning should be abandoned”? @tdietterich (from your @medium)
I certainly have not, and it sounds like a misinterpretation of my own position.
That is not a criticism of you, @GaryMarcus. I know you are a strong proponent of hybrid systems! But I've heard this sort of thing when funding is under discussion. My only suggestion to you is to banish "true" and "real" from your tweets :-)
Yes that statement sounded unnecessary and inflammatory, in an otherwise good piece
Part of the problem is that everybody is working with their own definition of "understanding." Usually people mean simply that given some input, some output results. But really it implies not only a constellation of common sense, but how such is integrated -- then understood.
It must be defined by input and output otherwise no AI will ever exhibit "real understanding" as people will claim it is missing something essential. This is the beauty of the Turing Test. It has its flaws but that's its main lesson.
Sounds like you're dealing with a person who's bad at basic logic. (Most people are.)
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