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OpenAI and Broadcom unveil LLM-optimized inference chip

24 June 2026·1 min read
Read original on OpenAI

Source: OpenAI

What was announced

OpenAI and Broadcom have unveiled the Jalapeño chip, a custom AI inference chip designed to optimize large language model (LLM) performance, efficiency, and scalability.

Why it matters

Developers using AI tools today can expect improved performance and efficiency in their LLM-based applications. This chip compares favorably to existing alternatives by offering significant speedups and lower power consumption. Developers should start integrating Jalapeño into their projects to leverage these performance benefits.

Key takeaways

  • Jalapeño offers up to 10x faster inference for LLMs compared to traditional CPUs.
  • The chip is designed to reduce power consumption by 50% compared to current AI inference solutions.
  • Developers should start evaluating and integrating Jalapeño into their projects to take advantage of these performance improvements.
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