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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
That’s a lot of dudes guarding those gates. I would say A Goldenberg @nyulik @kat_heller Danielle Belgrave @FinaleDoshi @EmmaBrunskill @suchisaria J Listgarten, and others who pick or build the right ML tool for the complex job of biomedical data analysis & lead by example here.
Thanks for calling that out. I really appreciate that.
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