The SOTA AI is becoming a game for the top players only, having a limitless and expensive set of resources. I expect the "add more layers" paradigm to slow down a bit and focus on something more fundamental.
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@VladOsaurus : Exactly the reason why we have sample/resource constrained benchmarks like these : https://www.aicrowd.com/challenges/neurips-2019-minerl-competition …

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2020 is the last year of the reign of ML. Unlike DNNs, the brain can instantly & invariantly perceive any object with no prior representations of it. This is essential to survival. Backprop, gradients & function optimization are not it. We need a new paradigm. It's coming.
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My money is on applications that maximize the elimination of expensive belly buttons from payrolls.
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