“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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do you see any compelling evidence of symbolic representational systems there?
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Best evidence in animal world comes from identity relationships (bees and some primates), solar azimuth function (bees), quite possibly tools. My guess is yes, there are some unconscious symbol systems in nonhumans, but weaker tools for learning new abstract relationships.
End of conversation
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