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AI Infrastructure Race Accelerates As OpenAI Unveils Jalapeño Chip Results And Redefines Agentic Product Design

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OpenAI revealed benchmark results for Jalapeño, its Broadcom-developed inference chip, showing it outperforms Nvidia's Blackwell on tokens per user and throughput per kilowatt. Designed to reduce data movement bottlenecks, small-volume deployment is expected by end of 2026. OpenAI also detailed ChatGPT Work, a $20/month agentic product expanding AI automation to general white-collar workflows, though adoption remains largely internal.