Pro@programming.dev to Technology@lemmy.worldEnglish · 22 days agoThe Collapse of GPT: Will future artificial intelligence systems perform increasingly poorly due to AI-generated material in their training data?cacm.acm.orgexternal-linkmessage-square19fedilinkarrow-up1191arrow-down111
arrow-up1180arrow-down1external-linkThe Collapse of GPT: Will future artificial intelligence systems perform increasingly poorly due to AI-generated material in their training data?cacm.acm.orgPro@programming.dev to Technology@lemmy.worldEnglish · 22 days agomessage-square19fedilink
minus-squareGrandwolf319@sh.itjust.workslinkfedilinkEnglisharrow-up6·22 days agoMaybe, but even if that’s not an issue, there is a bigger one: Law of diminishing returns. So to double performance, it takes much more than double of the data. Right now LLMs aren’t profitable even though they are more efficient compared to using more data. All this AI craze has taught me is that the human brain is super advanced given its performance even though it takes the energy of a light bulb.
minus-squareRaptorBenn@lemmy.worldlinkfedilinkEnglisharrow-up3·22 days agoIf it wasn’t a fledgingling technology with a lot more advancements to be made yet, I’d worry about that.
minus-squarerottingleaf@lemmy.worldlinkfedilinkEnglisharrow-up5arrow-down2·21 days ago All this AI craze has taught me is that the human brain is super advanced given its performance even though it takes the energy of a light bulb. Seemed superficially obvious. Human brain is a system optimization of which took energy of evolution since start of life on Earth. That is, infinitely bigger amount of data. It’s like comparing a barrel of oil to a barrel of soured milk.
Maybe, but even if that’s not an issue, there is a bigger one:
Law of diminishing returns.
So to double performance, it takes much more than double of the data.
Right now LLMs aren’t profitable even though they are more efficient compared to using more data.
All this AI craze has taught me is that the human brain is super advanced given its performance even though it takes the energy of a light bulb.
If it wasn’t a fledgingling technology with a lot more advancements to be made yet, I’d worry about that.
Seemed superficially obvious.
Human brain is a system optimization of which took energy of evolution since start of life on Earth.
That is, infinitely bigger amount of data.
It’s like comparing a barrel of oil to a barrel of soured milk.