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Ever heard of an engineering firm?





I mean, for like, some ML research, sure. For certain, even most, aspects of electrical engineering, absolutely. But for biology? Absolutely not.

And even in more computer-adjacent fields, this is still ridiculously reductive. Geoff Hinton is an academic through-and-through, and he changed the world even for computer scientists. What about someone like Don Knuth? I mean, even google's pagerank started as an academic project.

Engineering firms do great research too, but this is not the only way.


You'll be disappointed to learn that most new medication approvals are obtained by pharmaceutical companies, rather than academia.

i'm well aware of how medications are developed. i'm talking about biology, not medicine. there is a world of difference. pharma companies combine tech that gets developed in academic labs in clever ways to treat diseases. but make no mistake, most of these techniques come out of academia.

if you think CRISPR or P1 transduction were discovered outside academia, you are wrong. and this isn't even discussing stuff with no immediate clinical applications that is nonetheless important (jumbo phages, asgard archaea are hot rn)


Okay this is a fair rebuttal.



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