Agentic AI Is Coming for Your CPUs
For the past few years, the hardware story surrounding artificial intelligence (AI) has mostly been about GPUs. NVIDIA’s accelerators became some of the hottest hardware on the planet, high-bandwidth memory followed them into short supply, and companies scrambled to build data centers capable of supplying enough power to keep everything running. CPUs, meanwhile, have received relatively little attention.
But now that is changing. Chatbots are giving way to more powerful agentic AI systems that can execute commands on a user’s behalf. These algorithms may still rely on GPUs for operation, but the workflows they initiate make use of conventional computer applications. And that, of course, means that they need CPUs to get work done.
The impacts of agentic AI are already showing up in the real world. Earlier this year, Amazon Web Services reportedly instructed engineers to conserve CPU resources wherever possible after AI workloads created longer wait times for...
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