I am sure you misunderstand me but I gladly take the blame for it. I am all for people doing experiments just for the heck of it and being paid for it -- we as a race need a lot more leisure and discovery time. We're being robbed of leisure and discovery time more and more with each passing year, we always owe somebody money, there's always something else that is urgent to do, and in the end we never get to just slack for a year or two, especially after a burnout -- something that was deemed very normal even only 50 years ago. This is an awful period of human history and one I am sure will be remembered with great deal of shame one day. But let me not digress a lot...
I am 100% behind science, experimentation, and even silly / goofy discoveries whose usefulness might come centuries later (or never; I am okay with that). Please don't get me wrong. We need much more of that as a race.
I will also immediately agree that I am oblivious to what is happening in the AI area. But can you blame my cynicism? Everybody, their dog, and its butler are now claiming to do "AI innovation" and in the end 99% of them just swallow investment dollars, figure out a lucrative exit, and some even repeat that a year or two later. Naturally, people get worn out and start putting snarky remarks when they hear the now-meaningless term "AI" -- I am one of them, and I don't feel bad about it. I believe the sarcastic attitude is well justified.
Everybody keeps praising certain, very specifically tuned, NNs when they do certain very specific tasks. Fine. I will grant you that I can't code the algorithms needed to surpass human doctors in recognizing latent cancer or any kind of early signs of a dangerous disease. This is true. But the current way of doing things is like "input heckton of data, go to lunch, expect magic when you return". It definitely feels like it, even if I know that it's not factually true.
NNs show bias. Seems like nobody cares, they're like "yeah we know it's a problem, we'll get to it" and yet there are NNs that very likely already deny black families loans due to the inherent bias in the datasets they've been fed with. The concept of implementing a truly explainable AI seems to be very new when it had to be there right from the start and shouldn't have ever been missing; what are you people even thinking?! A driverless car makes a strange decision and what, "the NN worked perfectly"?! Bah.
To me, "AI" advocates are very content to deny very real issues that exist RIGHT NOW and that makes me cynical about that branch of science since you guys always seem to try and sprint into the future while blindfolding yourself about things that need attention here and now.
I admit I got off on a tangent. In any case, these are my collective thoughts on the topic.
I am 100% behind science, experimentation, and even silly / goofy discoveries whose usefulness might come centuries later (or never; I am okay with that). Please don't get me wrong. We need much more of that as a race.
I will also immediately agree that I am oblivious to what is happening in the AI area. But can you blame my cynicism? Everybody, their dog, and its butler are now claiming to do "AI innovation" and in the end 99% of them just swallow investment dollars, figure out a lucrative exit, and some even repeat that a year or two later. Naturally, people get worn out and start putting snarky remarks when they hear the now-meaningless term "AI" -- I am one of them, and I don't feel bad about it. I believe the sarcastic attitude is well justified.
Everybody keeps praising certain, very specifically tuned, NNs when they do certain very specific tasks. Fine. I will grant you that I can't code the algorithms needed to surpass human doctors in recognizing latent cancer or any kind of early signs of a dangerous disease. This is true. But the current way of doing things is like "input heckton of data, go to lunch, expect magic when you return". It definitely feels like it, even if I know that it's not factually true.
NNs show bias. Seems like nobody cares, they're like "yeah we know it's a problem, we'll get to it" and yet there are NNs that very likely already deny black families loans due to the inherent bias in the datasets they've been fed with. The concept of implementing a truly explainable AI seems to be very new when it had to be there right from the start and shouldn't have ever been missing; what are you people even thinking?! A driverless car makes a strange decision and what, "the NN worked perfectly"?! Bah.
To me, "AI" advocates are very content to deny very real issues that exist RIGHT NOW and that makes me cynical about that branch of science since you guys always seem to try and sprint into the future while blindfolding yourself about things that need attention here and now.
I admit I got off on a tangent. In any case, these are my collective thoughts on the topic.