# Anthropic Enters The AI Chip Race With In-House Chip Team

> Anthropic is quietly assembling an in house chip team, posting semiconductor design roles that pay between $320,000 and $485,000 and signalling that it wants custom silicon of its own. The goal is a co design approach, tuning the hardware to Claude's specific workloads so the company can drive down the cost of every query it serves. The move fits a run rate that has exploded to a reported $30 billion, roughly triple where Anthropic sat at the end of 2025, along with 3.5 gigawatts of TPU capacity lined up through Google and Broadcom by 2027. Building chips is a way to stop being fully dependent on Nvidia and to protect margins as usage climbs. It also puts Anthropic in crowded company. Google, Amazon, OpenAI, Meta and Musk's ventures are all chasing their own silicon, and the logic is the same across the board. At frontier scale, the cost of inference is becoming the business, and whoever controls the hardware controls the economics.

_Section: [Daily AI Updates](https://www.wortins.com/daily-ai) · Source: Forbes · Published Saturday, August 8, 2026_

## Wortins' read

Anthropic is quietly assembling an in house chip team, posting semiconductor design roles that pay between $320,000 and $485,000 and signalling that it wants custom silicon of its own. The goal is a co design approach, tuning the hardware to Claude's specific workloads so the company can drive down the cost of every query it serves. The move fits a run rate that has exploded to a reported $30 billion, roughly triple where Anthropic sat at the end of 2025, along with 3.5 gigawatts of TPU capacity lined up through Google and Broadcom by 2027. Building chips is a way to stop being fully dependent on Nvidia and to protect margins as usage climbs. It also puts Anthropic in crowded company. Google, Amazon, OpenAI, Meta and Musk's ventures are all chasing their own silicon, and the logic is the same across the board. At frontier scale, the cost of inference is becoming the business, and whoever controls the hardware controls the economics.

## Source

[Read the full story at Forbes](https://www.forbes.com/sites/jonmarkman/2026/08/06/anthropic-enters-the-ai-chip-race-with-in-house-chip-team/)

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