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Richard Ho

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OpenAI says Jalapeño AI chip built for internal use, hints at wider access later

OpenAI's Head of Hardware Richard Ho told Tom's Hardware that the company's new Jalapeño inference ASIC, developed with Broadcom, is designed primarily to meet OpenAI's own growing compute demand. Ho said the chip 'could' be used by others eventually, but that satisfying OpenAI's internal needs remains the priority for the foreseeable future. At Hot Chips 2026, OpenAI shared benchmarks showing Jalapeño running GPT-OSS, DeepSeek R1 and Kimi K2.5 against Nvidia's GB200 and GB300 accelerators.

OpenAI's Richard Ho explains Jalapeño inference chip in Hot Chips interview

OpenAI's VP of Hardware, Richard Ho, spoke with Tom's Hardware following the August 2026 Hot Chips reveal of the company's Jalapeño inference ASIC. Ho said the chip's development leaned heavily on AI tools to compress the design timeline, and that efficiency, not raw performance, was the primary driver behind building custom silicon.