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Google Cloud Next 2026: TPU v8 Chips and Outcome-Based Pricing as Frontier Infrastructure Signals
Frontier signal: Google Cloud's TPU v8 Sunfish/Zebrafish chips and Vertex AI Agent Builder pricing reveal a fundamental shift in AI infrastructure economics - 10x inference cost reduction, per-second billing, and platform competition between NVIDIA and Google
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