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Do you really think you are so unique or outstanding in calling for "new models that incorporate symbol-manipulation and innateness" & lots of other ideas, too, or is it just that you pitch this as a critique of DL?
i have been doing it for 25 years, against enormous resistance, some of which has been on display today.
I don't think it is necessary to pitch new ideas (or not so new, but still worth exploring) as critiques of "deep learning" which I think you use as a straw man. I think you are fishing for investors for some new startup. I object to your encouraging #AI denialism in NYT op-eds.
To each his own. I have been working on startups for for years, but making these arguments for 26, and they stem from my understanding of human cognitive development, which has been the main thrust of all of my work.
Enormous resistance?! Neural networks was a dead field between the early 90s all the way to early 2010s. That's why only the Canadians and some guy in Switzerland were the only ones involved. If deep learning was discovered early, then we have progressed much further by now.
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