# Anthropic announces hiring of AI chip design team

> Anthropic is assembling an internal team to design its own AI chips, a notable step for a company that has so far leaned on other people's silicon. Rather than buying hardware off the shelf, the plan is to co-design chips and models together, tuning the hardware specifically for the way Claude runs. The goal is straightforward, cheaper and faster inference. Serving large models at scale is enormously expensive, and squeezing more performance per watt is one of the clearest ways to improve margins and responsiveness at once. The move also fits a broader pattern. OpenAI and Google have both pushed into custom chip work to reduce their dependence on a single supplier and to control their own roadmap. Anthropic building this expertise in-house signals it wants the same leverage over cost, supply, and performance, even if any resulting hardware is years away from carrying real production traffic.

_Section: [Daily AI Updates](https://www.wortins.com/daily-ai) · Source: TechCrunch · Published Wednesday, August 12, 2026_

## Wortins' read

Anthropic is assembling an internal team to design its own AI chips, a notable step for a company that has so far leaned on other people's silicon. Rather than buying hardware off the shelf, the plan is to co-design chips and models together, tuning the hardware specifically for the way Claude runs. The goal is straightforward, cheaper and faster inference. Serving large models at scale is enormously expensive, and squeezing more performance per watt is one of the clearest ways to improve margins and responsiveness at once. The move also fits a broader pattern. OpenAI and Google have both pushed into custom chip work to reduce their dependence on a single supplier and to control their own roadmap. Anthropic building this expertise in-house signals it wants the same leverage over cost, supply, and performance, even if any resulting hardware is years away from carrying real production traffic.

## 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)._