Google unveils two new TPUs, escalating its rivalry with Nvidia
The gist
Google unveiled two 8th-generation TPU systems, TPU 8tx and TPU 8i Max, on Nov 9.
The chips target security and long-context AI work, deepening Google's challenge to Nvidia.
How it unfolded
- Apr 29, 2026Alphabet said on its Q1 earnings call it plans to sell TPUs to select customers who will install the chips in their own data centers, a change from renting out TPU capacity.
- Apr 2026Google announced TPU 8t for large-scale training and TPU 8i for real-time inference.
- Oct 2026Oracle said it signed a deal to let its cloud customers use TPUs for the first time starting in 2027; its customers previously chose between Nvidia and AMD chips.
Key terms
- TPUs
- A custom chip made by Google to speed up machine-learning neural-network computations.
- inference
- The process by which an AI system applies rules to known facts to derive new conclusions.
- midterm elections
- US general elections held near the midpoint of a president's four-year term, when all House seats and about a third of Senate seats are contested.
Source: Wikipedia