@Ylecun Now that you have joined the symbol-manipulating club, I challenge you to read my arxiv article Deep Learning: Critical Appraisal carefully and tell me what I actually say there that you disagree with.
It might be a lot less than you think.https://twitter.com/ylecun/status/1066418378070507520 …
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Replying to @GaryMarcus
What I don't quite understand is where your (possibly waning) hostility towards deep learning comes from when we (indeed) don't disagree that much on the way forward, and we (now apparently) agree that deep learning is part of the solution.
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Replying to @ylecun
My hostility is not to deep learning, it’s to deep learning alone. I have been clear about the distinction for 26 years, and pointed you numerous times to places where I have clarified this, typically in > 140 characters. [repeating inside thread, by request]
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Replying to @GaryMarcus @ylecun
Deep learning alone can do a lot of things (in NLP, CV, etc.). tbh it seems you do a lot of pointing to cases where it alone is not sufficient & say "see, Deep Learning won't get us to true AI" when no one was saying that it will in the first place (except non-experts).
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But it is precisely not an implication - "deep learning can do the same amount of reasoning that people do in a second or less" is saying DL is good at dumb pattern recognition/perception, and does not imply it can be used to do reasoning/more complex tasks.....
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It’s also not true. I can understand a sentence or a scene in a second; deep learning can’t.
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