# Anthropic Building In-House AI Chip Design Team

> Anthropic is assembling its own silicon team, joining the growing club of AI labs that no longer want to rent all of their hardware. The Claude maker is hiring chip designers with a focus on co-designing the chip and the model together, and it is reportedly eyeing Samsung as a manufacturing partner. The stated goal is blunt: cut the cost of running Claude by roughly half. That ambition sits on top of an already sprawling compute strategy. Anthropic has struck deals with AWS, Google, Nvidia, and AMD, so building custom chips is less about replacing those relationships than about squeezing more efficiency out of its most expensive line item, inference. The wider picture is an industry-wide land grab for custom silicon. OpenAI just unveiled its Jalapeño chip, Google leans on its TPUs, and Meta is pushing its own MTIA design. Anthropic joining in signals that in frontier AI, controlling the hardware is starting to look as strategic as controlling the model.

_Section: [Daily AI Updates](https://www.wortins.com/daily-ai) · Source: TechCrunch · Published Thursday, August 6, 2026_

## Wortins' read

Anthropic is assembling its own silicon team, joining the growing club of AI labs that no longer want to rent all of their hardware. The Claude maker is hiring chip designers with a focus on co-designing the chip and the model together, and it is reportedly eyeing Samsung as a manufacturing partner. The stated goal is blunt: cut the cost of running Claude by roughly half. That ambition sits on top of an already sprawling compute strategy. Anthropic has struck deals with AWS, Google, Nvidia, and AMD, so building custom chips is less about replacing those relationships than about squeezing more efficiency out of its most expensive line item, inference. The wider picture is an industry-wide land grab for custom silicon. OpenAI just unveiled its Jalapeño chip, Google leans on its TPUs, and Meta is pushing its own MTIA design. Anthropic joining in signals that in frontier AI, controlling the hardware is starting to look as strategic as controlling the model.

## Source

[Read the full story at TechCrunch](https://techcrunch.com/2026/08/05/anthropic-is-hiring-an-ai-chip-design-team)

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_Curated and written by [Wortins](https://www.wortins.com) — The daily AI briefing. Every story links to its original source; the "Wortins read" on each is our own original analysis. [About Wortins & our editorial approach](https://www.wortins.com/about)._