The unreasonable effectiveness of deep learning

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The search for building and understanding intelligent machines has been under way for thousands of years and appear fundamental to the human condition [@Russel_Norvig_2010]. Deep learning models have recently been heavily dominating this search for artificial intelligence (AI), as demonstrated by the go-playing Alpha Go [@Silver2017], the narrating GPT-3 [@Brown2020], and many more. This is an odd…

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