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I mean, if you draw the scaling curves out and believe them, then sometime in the next 3-10 years, plausibly shorter, AIs will be able to achieve best-case human performance in everything able to be done with a computer and do it at 10-1000x less cost than a human, and shortly thereafter robots will be able to do something similar (though with a smaller delta in cost) for physical labor, and then shortly after that we get atomically precise manufacturing and post-scarcity. So the amount of stuff that amounts to nothing is plausibly every field of endeavor that isn't slightly advancing or delaying AI progress itself.


If the scaling continues. We just don't know.

It is kinda a meme at this point, that there is no more "publicly available"... cough... training data. And while there have been massive breakthroughs in architecture, a lot of the progress of the last couple years has been ever more training for ever larger models.

So, at this point we either need (a) some previously "hidden" super-massive source of training data, or (b) another architectural breakthrough. Without either, this is a game of optimization, and the scaling curves are going to plateau really fast.


"Extrapolation" https://xkcd.com/605/




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