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Inference chips are locked in years before the models they’ll run. Architect Labs says AI can design them in weeks

calendar_today September 18, 2026 person taryn.plumb@venturebeat.com (Taryn Plumb) domain venturebeat

AI models shift in months, but the chips they run on are locked in years earlier. Researchers at one startup say AI itself can shrink that cycle to weeks by running the entire design flow, from a written spec to a working FPGA implementation. Read more

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