this post was submitted on 11 Oct 2024
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How does it know when it’s right if you’re the one teaching it?
Theres a CGPGrey video that describes old techniques. It's not quite up to date on some of its predictions, but it is how some machine learning works. Of course, it doesn't discuss current proprietary techniques, because those are company secrets. Still, it's as good a guess we'll likely get, unless something radically different has been invented:
https://youtu.be/R9OHn5ZF4Uo
There is also a second video about more modern stuff, but it's more a footnote:
https://youtu.be/wvWpdrfoEv0
You and many other humans are doing verification work
It's pretty sure it's already right, but if enough people get the same image and get it wrong the same way then something's up, flag it
You know this for a fact?
I took some compsci classes years ago when this tech was new and that's exactly how it was described as being handled
Once image recognition software got good enough to be right most of the time they started this shit to help get it the rest of the way to all of the time
Do it any other way and you have to pay those people