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AI Expert Warns Crash Is Imminent As AI Improvements Hit Brick Wall (futurism.com)

submitted 1 week ago by zarkanian@sh.itjust.works to c/technology@lemmy.world

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[–] mm_maybe@sh.itjust.works 1 points 6 days ago

this is learning completely the wrong lesson. it has been well-known for a long time and very well demonstrated that smaller models trained on better-curated data can outperform larger ones trained using brute force "scaling". this idea that "bigger is better" needs to die, quickly, or else we're headed towards not only an AI winter but an even worse climate catastrophe as the energy requirements of AI inference on huge models obliterate progress on decarbonization overall.