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the push to make machine learning accessible is gonna ruin us all like maybe this is elitist idk but ml even more than regular stats sits at this intersection of “is actually fairly complex but produces simple results” and giving ppl tools w/o understanding is just irresponsible
the thing that makes ml dangerous is it’s a tool used to shape people’s understanding of the world. teach distributed systems or like, programming languages to whoever you want they’re not gonna use it to twist the fabric of reality
mainstream media is complicit in this too like. put a headline up stating this guy’s results as “hard data” and then giving him an entire unchecked interview to spew bullshit are you kidding mehttps://www.salon.com/2020/03/09/there-is-hard-data-that-shows-bernie-bros-are-a-myth/ …
this is a bad analogy and you know it, don’t embarrass yourself
yea it kind of is elitist, but at the same time the time + education required to really deeply understand ml is only accessible to a privileged few who have an p skewed view of the world
plenty of tools out there that make usage simpler without understanding the complexity under the hood is there something special about ML that makes it irresponsible to make accessible?
problem w ml is that the opacity is not an issue for cat classifiers or trading stocks but not when human life is at stake
It's been like this since matlab in the real.
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