The findings are, in one sense, hardly surprising. China has made big economic advances in recent decades that have boosted its universities and tech industry while also making the country a linchpin of innovation in manufacturing for many US businesses.
But they also hold a message about the future that US policymakers may want to take note of, especially when advances in computing will be crucial to making progress in critical areas like energy, climate science, and medicine due to their ability to model incredibly complex phenomena.
Neil Thompson, an MIT researcher involved with the report, explains that modern AI such as ChatGPT and art-generating algorithms are built upon advances in a particular type of computer chip—the graphics processing unit (GPU). They were originally invented to perform the operations required to render video game graphics, but proved to be well suited to calculations used in an AI technique called deep learning.
Companies have designed and built more advanced versions of GPU chips, lashing thousands of them together with fiber optic interconnects, in order to squeeze more performance out of AI algorithms. Eye-catching advances such as ChatGPT have also essentially come from harnessing existing algorithms to that more powerful hardware.
But as Thompson says, "this isn't the only game in town," and we shouldn't expect that putting more GPUs behind the same algorithms will solve every problem. Big future advances may well depend on inventing different types of algorithms—and different kinds of chips that squeeze more performance out of them, he says.
Thompson and his coauthors say that the US needs to make sure that the CHIPS Act spending reflects the importance of developing novel ideas in advanced computing, as opposed to just propping up existing technologies. In addition to funding new chip-making facilities, they want to see support for the development of new algorithms, new chip designs, and fundamentally new approaches to computing, such as chips that use light rather than electrons or that harness the weird world of quantum physics.
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