Yann LeCun: Deep Learning has outlived its usefulness

www.facebook.com

Short, very interesting:

People are now building a new kind of software by assembling networks of parameterized functional blocks and by training them from examples using some form of gradient-based optimization. (...) It's really very much like a regular program, except it's parameterized, automatically differentiated, and trainable/optimizable. 

I apologize in advance for linking to a Facebook post, but Yann does work there so I guess he's partial.

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