Day 5 of #8daysofTPU8#: Learn how Anthropic improved training performance without compromise using Ironwood TPUs—reducing pre-training downtime to just a few minutes → + sign up to receive exclusive AI infrastructure updates →

For day 4 of #8daysofTPU8#, here are 4 tools that pros use to build efficient, reliable inference apps on TPUs. See the reference architecture on our AI Hypercomputer page here →

On day 2 of #8daysofTPU8#, Amin Vahdat shares an inside look into the infrastructure powering the agentic era. Learn how Google is architecting the future of AI innovation →

Get ready for #8daysofTPU8#! A daily digest where we'll share the technical details and engineering choices powering the next frontier of AI infrastructure! Today's topic: Predictions for the Future of AI Infrastructure →

DYK you can switch between TPUs and GPUs without rewriting code? Now, with native PyTorch support for TPUs, you can bring your research teams and models to TPUs as they are. For day 6 of #8daysofTPU8#, learn more about TorchTPU →

TPU 8 will be a massive leap forward in energy efficiency—with up to 2x better PPW than Ironwood. But for us, sustainability isn’t about waiting for the next best chip; it’s a daily effort to make our entire production fleet more efficient → #8daysofTPU8#

Amin Vahdat is often asked to make predictions about the future of AI Infrastructure. His short answer: While accelerators like TPUs handle core acceleration, agents need a fluid computing infrastructure with TPUs, GPUs, general-purpose CPUs, storage, networking, and even specialized chips that don’t yet exist. This architectural reality is why our team moved up the general availability of GKE Agent Sandbox and introduced our new open-source project, Agent Substrate. Learn more → #8daysofTPU8#

A decade ago, conventional wisdom said custom silicon was a mistake. Today, it is the architectural backbone powering the agentic era. See how ten years of continuous innovation led to our eighth generation TPUs and how we’re building the foundation for what’s next. #8daysofTPU8#