By 2030, AI will greatly outperform humans in some complex intellectual tasks. Discover how LLMs are doubling their capabilities every seven months.

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[–] 121 points 1 year ago (4 children)

This is like measuring the increasing speeds of cars in the early years and extrapolating that they would be supersonic by now by ignoring the exponential impact that air resistance has.

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  • [–] 26 points 1 year ago*

    Very good analogy. They're also ignoring that getting faster and faster at reaching a 50% success rate (a totally unacceptable success rate for meaningful tasks) doesn't imply ever achieving consistently acceptable success.

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  • [–] 18 points 1 year ago

    My son has doubled in size every month for the last few months. At this rate he'll be fifty foot tall by the time he's seven years old.

    Yeah, it's a stupid claim to make on the face of it. It also ignores practical realities. The first is those is training data, and the second is context windows. The idea that AI will successfully write a novel or code a large scale piece of software like a video game would require them to be able to hold that entire thing in their context window at once. Context windows are strongly tied to hardware usage, so scaling them to the point where they're big enough for an entire novel may not ever be feasible (at least from a cost/benefit perspective).

    I think there's also the issue of how you define "success" for the purpose of a study like this. The article claims that AI may one day write a novel, but how do you define "successfully" writing a novel? Is the goal here that one day we'll have a machine that can produce algorithmically mediocre works of art? What's the value in that?

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  • [–] 1 point 1 year ago (1 child)

    Or like looking at the early days of semiconductors and extrapolating that CPU speed will double every 18 months ..smh these people

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  • [–] 1 point 1 year ago* (1 child)

    Since CPU speeds are still doubling every 18 months you have a solid point!

    Or maybe not since you are probably referring to the doubling of transistors that was an observation which was accurate over a lengthy period of time in the context of when the observation was made. Nobody said that would continue indefinitely either.

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