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AI Agent Designs a RISC-V CPU Core From Scratch

IEEE Spectrum AI Matthew S. Smith April 22, 2026
AI Agent Designs a RISC-V CPU Core From Scratch
AI Summary— plain English for professionals

An AI system has successfully designed a functioning computer chip from scratch by following the same step-by-step process that human engineers use—design, build, test, refine—rather than having different AI tools handle isolated pieces of the work. The breakthrough shows that giving AI a structured workflow to follow produces better results than having it tackle fragmented tasks, and the resulting chip performs similarly to laptops from around 2011. This matters because it suggests AI could eventually accelerate chip design, potentially speeding up the development of faster computers and the technology inside them.

In 2020 researchers fine-tuned a GPT-2 model to design fragments of logic circuits; in 2023 researchers used GPT-4 to help design an 8-bit processor with a novel instruction set; by 2024, a variety of LLMs could design and test chips with basic functionality, like dice rolls (though often these were

Read full article on IEEE Spectrum AI

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