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Has Generative AI Already Peaked? - Computerphile (www.youtube.com)

submitted 6 months ago by barsoap@lemm.ee to c/technology@lemmy.world

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A new paper suggests diminishing returns from larger and larger generative AI models. Dr Mike Pound discusses.

The Paper (No "Zero-Shot" Without Exponential Data): https://arxiv.org/abs/2404.04125

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[–] boyi@lemmy.sdf.org 2 points 6 months ago* (last edited 6 months ago) (2 children)

no matter our computational techniques, the diminishing returns in predictive precision is reached far sooner than we achieve general intelligence

That's very bold presumption. How can they be so sure of this, that any future models can't tackle the issue? have they got proof or something.

[–] Murvel@lemm.ee 2 points 6 months ago

No, they just calculate with increased size of the training roster.. it's not that complicated. Which is a fair presumption as that is how we've increased the predictive precision so far.

[–] technocrit@lemmy.dbzer0.com 1 points 6 months ago* (last edited 6 months ago)

It seems far more bold to presume that general intelligence will be created any time soon when current machine learning is nowhere close.