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Artificial intelligenceChips and semiconductors
The authors compare how output representation affects language-model generation of register-transfer-level hardware code. Their bounded task is generating SECDED error-correcting memory wrappers under formally checkable correctness conditions.
The authors compare how output representation affects language-model generation of register-transfer-level hardware code. Their bounded task is generating SECDED error-correcting memory wrappers under formally checkable correctness conditions.
The preprint argues that representation choices can matter more than the model training regime for this task. Its conclusions concern the studied RTL generation setup and do not establish general autonomous chip design.
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At the BUILD 2026 conference, the communications minister cited power, connectivity, cloud access and advanced chips as constraints on local AI growth.
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The Canadian AI-chip company says it will use the new funding to scale Galaxy servers and advance processor technology it licenses to customers.
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Researchers from Ottawa, Columbia and Hanyang reviewed post-CMOS materials and device approaches for artificial neurons; the work is a literature review, not a new chip prototype.
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