July 11, 2026
Systems NoteWhat We Learned the Hard Way About NPUs, GPUs, and Unified Memory
NPUs like stable graphs, GPUs need enough parallel work, and shared memory is still shared.
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Technical posts, research notes, and short guides on systems, edge AI, wireless sensing, and small-model deployment.