Surfing uncertainty by Andy Clark via @WiringTheBrainpic.twitter.com/2QZYXQWyaJ
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And more specifically, there's lots of work on learning forward models, which is what Andy Clark is talking about here. Here's a good paper by @hardmaru:
https://worldmodels.github.io/
I've enjoyed Andy Clark's work in the past, but find the new book heavy reading.
Andy Clark’s books has been a big inspiration for many of our works :)https://twitter.com/hardmaru/status/1084751519084249088 …
I mean, as a computational motif, top-down predictions from a generative model being compared with bottom up info, with only prediction errors being propagated...
Not just to do prediction (of the future) but fundamentally as how perception works and how action works, as @fluffycyborg and Friston et al describe
Intelligence is certainly tied to predictions which are the sine qua non of common sense. You couldn't pour coffee into a cup without them. But to bash predictions just because the DL crowd uses them to parse language is silly. Language is not intelligence. It's a product of it.
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