Forget one chip to rule them all: With TPU 8, Google has an AI arms race to win
Google just killed x86. TPU 8 pairs custom silicon with Arm cores—and it changes the infrastructure race.

Why it matters
Google is vertically integrating its AI compute stack by combining TPUs with Arm-based Axion processors, signaling a shift away from x86 dependency and a direct challenge to NVIDIA's dominance in AI training and inference infrastructure.
The key facts
5 to knowGoogle TPU 8 announcement
TPU paired with Arm-based Axion cores
x86 architecture being replaced in Google's stack
Focus on both training and inference workloads
Vertical integration strategy to reduce vendor lock-in
Go to the source
The Register AI/MLtheregister.com
Publisher excerpt: x86 gets the boot as Google pairs up its TPUs with some Arm-based Axion cores