Essay: AI progress will yield superhuman GPU engineers, not general superintelligence
An essay argues that rapid AI progress will produce models that are superhuman distributed GPU engineers within a few years, greatly easing experimentation and tinkering with model formulations. However, it contends this will not make models dramatically different in nature, and thus not lead to general superintelligence. The author notes that coding agents have made research easier, marking an era where good ideas may be more valuable than good execution.
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InterconnectsNathan Lambert
I’ve often been surprised when I hear from top researchers in industry that they think AI will be better than them at their job in a few years, and I didn’t really know why I doubted it. The explanation I arrived at is that researchers are seeing this massive acceleration in the infra and engineering capabilities of the models. I fully agree that the models will be superhuman distributed GPU engineers in a few years. This will make experimentation and tinkering with the formulation of the models far easier, but it will not make our models dramatically different in nature. In some ways, Ilya was early in his declaration of AI being in the era of research . Research is much easier today now that we have coding agents. This ease is through a different form of work that is flexible and engaging, which signals the start of an era where good ideas can be much more valuable than good execution in software. Subscribe now We’re very early on this path. It’s also not the first transition the fie
