“I’m not saying I want to forget deep learning... But we need to be able to extend it to do things like reasoning, learning causality, and exploring the world .” - Yoshua Bengio, not unlike what I have been saying since 2012 in The New Yorker.https://www.technologyreview.com/s/612434/one-of-the-fathers-of-ai-is-worried-about-its-future/ …
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Not asking for AGI in a day, just a concrete algorithm/model/system. Its easy for you to poke holes in existing DL systems, but its currently impossible for us to poke holes in yours. I'd be happy to add a symbolic baseline to my next paper, but one has to exist.
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I actually think benchmarks are to some degree the wrong way forward, and have said that for two decades. People need to take a step back, and reflect on where things stand, rather than rushing into the next bakeoff.
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