this post was submitted on 14 Feb 2024
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Ugh? It's far from complex
Okay Mr. Robot.
It's literally a marketing term for a bunch of structured algorithms at this stage - not some sentient witchcraft
It's definitely not sentient but to call it simple is definitely inaccurate.
I guess the point is that its complexity is overrated, but still definitely not 'simple'.
... It is simple, the idea exists since 40y ago, it's just being done at scale
Edit: make it 80 actually
I bet I know much more on the topic than you, but please enlighten me on which part of this is complex?
The core concepts of DNNs are taught in high-school, and putting them together can done by a Bachelor student. Shit, people often advise writing a NN libraries as a good learning exercise when picking up a new programming language.
I think mathematically illiterate people assume that incredible results necessarily imply complexity, but that's simply not the case here. Or the idea that unknown things are necessarily complex, maybe.
The main reason DNNs are popping up is because we finally have the hardware for it. And the second reason is that tech companies have the resources (both financial and in terms of available data) to throw at it.