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I keep telling everyone that #ai is not battle ready. You cannot put these blackboxes in sensitive applications where wrong decisions adversely affect human lives #ainotreadyhttps://twitter.com/EricTopol/status/1161657580675985409 …
Biologists have built ground-up understanding. #AI cannot replace that. Best place for #AI is research+discovery, to be validated by extensive wetlab experiments. Such #AI cannot be blackbox. Probabilistic models, causal inference are critical #AInotjustdeeplearning
I think @garymarcus @yudapearl @zacharylipton @lpachter will appreciate it, among countless others. We need a new hashtag: #AInotjustdeeplearning
Given some responses, especially from young people, defending #deeplearning..your hearts will be broken unless you diversify and learn other methods like probabilistic models/causality. Don't just drink kool-aid. Aim to become scientists with critical thinking. Don't believe hype
Knowledge-based deep networks can be used to make the best use of the domain expert knowledge.
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