# Google introduces two TPU variants for security and broader information access

_Published Monday, November 9, 2026 at 7:37 AM EST · AI, Infrastructure · Latest · Tier 2 — Notable_

Google is introducing two variations of its tensor processing units, custom chips used to develop and run artificial intelligence software, Bloomberg reported. The additions address confidential computing and help models access a wider range of information when answering queries.

The expanded chip lineup targets an industry shifting toward AI agents while confronting security challenges. Google is positioning its custom semiconductors as an alternative to Nvidia's AI chips.

## Sources

- [Bloomberg Technology](https://www.bloomberg.com/news/articles/2026-11-09/google-escalates-nvidia-rivalry-with-new-versions-of-its-tpu-systems)

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Canonical: https://techandbusiness.org/newswire/KGEbYlOtsww_qklT3q6tRk
Published: 2026-11-09T12:37:55.567Z
Story chronology: 2026-11-09T12:30:00.000Z
Retrieved: 2026-11-09T15:26:02.602Z
Publisher: Tech & Business (techandbusiness.org)