Agent Eng News Monday, July 20, 2026 · Past edition · 5 stories
Retrospective edition reconstructed from later captures. Paper versions may include later updates; coverage labels describe the evidence used.
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In an AI factory, scale-up networking determines whether many GPUs behave like one compute engine—or lose useful throughput to communication overhead.
Why it matters: For infrastructure decisions, the practical measure is sustained useful output: all-to-all performance, software integration, and the ability to maintain service affect utilization, cost per token, and lifetime ROI.
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