The researchers taught their AI model to do this, “Pushing the Limits of Machine Design: Automated CPU Design with AI” explains, primarily by providing input and output examples, along with an appropriate Boolean function that would enable the AI to have what a human may consider a frame of reference. It would all be a painstaking coding effort for human workers, but a Binary Speculation Diagram helped bypass all that. In effect, it showed the computer what to do and the scale on which to do it.
CPUs, of course, are full of an incredible array of tiny, sophisticated parts, and their development absolutely isn’t a job to rush. Nonetheless, machines seem to specialize in working far more quickly and efficiently than we can, and it showed here once again.
The resultant CPU, a RISC-V, could have taken a dedicated human team an estimated 5,000 hours or so to produce. The AI built it in five or so hours. As a world first, it’s an incredible potential statement of intent.
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