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AI is starting to out-design chip engineers in narrow areas as LLMs accelerate software chip design tool development — "There is still a lot of human guidance" says Berkley researcher

… After all, if any class of silicon is ripe for the kind of optimization that hasn't yet been systematically studied, Markov argues, it is the highly structured, performance-critical accelerators powering the current boom. “There’s plenty of opportunity for humans to be improving other parts of the … …

May 22, 2026 · Chris Stokel-Walker
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