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Google launches TPU 8tx and TPU 8i Max chips at Google Cloud Next 2026 in April. The 8i Max doubles memory bandwidth to 17.2 TB/s and SRAM to 768 MB. The 8tx supports secure inference for regulated enterprises using custom AMD hosts. This marks the first time Google introduced four distinct system configurations in a single year.
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