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DDN CTO Sven Oehme argues the next hundredfold AI cost reduction will come from data-path efficiency, not faster chips. GPU underutilization from storage and networking delays is a bigger challenge than GPU shortages. Cost per token, tokens per watt, and GPU utilization are becoming strategic business metrics.
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