# OpenAI-Broadcom AI Inference Chip Jalapeño Shipping End-of-Year

> OpenAI is getting into the chip business, and it picked a spicy name. Working with Broadcom, the company is finishing its first custom inference chip, Jalapeño, with the first units set to land in Celestica-built servers by the end of the year. Inference is the everyday work of running a model once it is trained, and it is where the bulk of OpenAI's compute bill now lives, so owning the silicon is a bid to shave cost and reduce dependence on Nvidia. The move fits a broader scramble across the industry. The same week brought word that Qualcomm is acquiring the AI software firm Modular for roughly $3.9 billion, and that SK Hynix is looking to raise about $29 billion through a new share listing to fund memory expansion. The message is consistent: every layer of the AI stack, from memory to inference chips to the software that ties them together, is suddenly worth building or buying outright. For OpenAI, a working in-house chip would be a real strategic shift, turning a company known for models into one that also shapes the hardware they run on.

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

## Wortins' read

OpenAI is getting into the chip business, and it picked a spicy name. Working with Broadcom, the company is finishing its first custom inference chip, Jalapeño, with the first units set to land in Celestica-built servers by the end of the year. Inference is the everyday work of running a model once it is trained, and it is where the bulk of OpenAI's compute bill now lives, so owning the silicon is a bid to shave cost and reduce dependence on Nvidia. The move fits a broader scramble across the industry. The same week brought word that Qualcomm is acquiring the AI software firm Modular for roughly $3.9 billion, and that SK Hynix is looking to raise about $29 billion through a new share listing to fund memory expansion. The message is consistent: every layer of the AI stack, from memory to inference chips to the software that ties them together, is suddenly worth building or buying outright. For OpenAI, a working in-house chip would be a real strategic shift, turning a company known for models into one that also shapes the hardware they run on.

## Source

[Read the full story at Fortune](https://fortune.com/2026/06/25/openai-broadcom-ai-chip-name-jalapeno)

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