*nobody* knows the #AI and #ML answers, but here is my proposal for research direction, per @kchonyc’s query, and per The Algebraic Mind; more consistent w @pmdomingos and @egrefen and Josh Tenenbaum etc than pure deep learning. (also perhaps in line with @mpshanahan?)https://twitter.com/GaryMarcus/status/1200636202744868864 …
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Why so much emphasis on real-time? I bet my 5 and 6-year olds already have 1/3 or so of the common sense they need, eg they are quite fluent in manipulating objects, avoiding obstacles, negotiating with people. If we get machines to even that subset it would be a HUGE advance.
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Common sense knowledge is a type of knowledge (= second order model), i.e. it is secondary to the tacit models that we use to navigate the world. But much of this knowledge is generated from tacit models on the fly ("will a dog hurt itself if it jumps from an 8 feet high ledge?")
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