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Open-weight AI models now drop every three to six weeks, making frontier intelligence a commodity. Apple's unified memory Mac Studio runs trillion-parameter models locally for $9,500, while NVIDIA's workstation cards cost six times more and consume ten times the power to match the same memory capacity.
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