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OpenAI, Broadcom debut custom Jalapeño chip for AI inference

OpenAI just stopped waiting for NVIDIA. Meet Jalapeño—the custom chip that changes the inference game.

Paper-cut illustration of an amber microchip with circuit paths extending into a row of data-center cabinets.
The infrastructure powering AI.AI illustration by KeyNews
The KeyNews take

Why it matters

OpenAI's move into custom silicon with Broadcom signals a critical shift: leading AI labs are now building their own hardware to reduce dependency on NVIDIA, cut costs, and optimize inference at scale. This is infrastructure consolidation, not a one-off experiment.

The key facts

5 to know
  1. OpenAI + Broadcom partnership on custom Jalapeño chip for inference

  2. Broadcom prior experience: designed Google TPU line

  3. Chip targets LLM inference workloads

  4. Signals vertical integration into custom silicon

  5. Reduces reliance on third-party GPU suppliers

Go to the source

SiliconAnglesiliconangle.com

Publisher excerpt: OpenAI Group PBC today revealed a custom chip called Jalapeño that it will use to power its large language models. The processor is the fruit of a collaboration with Broadcom Inc., which is no stranger to custom silicon design. The company helped Google LLC develop its TPU line of artificial…
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