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Can anyone recommend good resources for learning more about machine learning / AI if you are not a programmer or mathematician? I've found it really hard to find anything substantive that doesn't assume a lot of context from those fields.
So, my position here is basically this: I think that a substantial proportion of immediate term risk from AI is unwise implementation by people who can't think clearly about it. If I thought learning to code and follow mathematical proofs is a prerequisite to thinking clearly about this stuff on any level, then I'd think we were screwed, because doctors, hospital administrators, politicians etc are not going to do that.
5Karl Krueger
Okay, it sounds like I misunderstood your question a few different ways. It sounds like you're not looking for "how does AI work" (internally), but rather for guidance on how to wisely and safely use existing AI systems in professional fields like medicine. Like, "here are the capabilities, here are the limitations, be aware that it makes things up sometimes so you've gotta check its work"?
Yes, that's closer to it, although I feel like I'm in the unfortunate position of understanding just enough to notice and be put off by the inaccuracies in most content of that description. (Also, "you've got to check its work" has become a meaningless phrase that produces no particular behavior in anybody, due to it being parroted disclaimer-style by people demoing products whose advertised benefits only exist if it's perfectly fine to not, in fact, check its work.)
I also feel as though:
1) there are some things more in the 'how does it work' side of thing... (read more)