# Google Broadens Its AI Hardware Portfolio with Two New Specialized Chips

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-11-10T12:00:00.000Z  
> **Category:** PRODUCT_LAUNCH  
> **Impact Score:** 90/100  
> **Primary Source:** [TechCrunch AI](https://techcrunch.com/2026/11/10/google-broadens-its-ai-hardware-portfolio-with-two-new-specialized-chips)  
> **Canonical Citation:** [https://spidits.com/timeline/google-broadens-its-ai-hardware-portfolio-with-two-new-specialized-chips](https://spidits.com/timeline/google-broadens-its-ai-hardware-portfolio-with-two-new-specialized-chips)

## Executive Summary
Google's new tensor processing units (TPUs) broaden its chip portfolio to more use cases: confidential model training and more memory capacity.

## Key Entities & Companies
- **Google DeepMind**
- **NVIDIA**

## Referenced Coverage & Sources
- **[TechCrunch AI](https://techcrunch.com/2026/11/10/google-broadens-its-ai-hardware-portfolio-with-two-new-specialized-chips)**: Google broadens its AI hardware portfolio with two new specialized chips — _Google's new tensor processing units (TPUs) broaden its chip portfolio to more use cases: confidential model training and more memory capacity._

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*Synthesized by SPIDITS AI Market Intelligence Desk. Track live AI news, model releases, and funding: [https://spidits.com](https://spidits.com)*