OpenAI published first results from Jalapeño, its custom inference chip, showing higher throughput and lower latency in one architecture without sacrificing efficiency. Deployment into OpenAI's compute fleet is planned by year-end to speed ChatGPT, Codex, and agents, with Gen 2 already in development and Gen 3 taking shape.

Key Takeaways

  • First custom inference chip delivers higher throughput and lower latency in a single architecture
  • Targeted at faster ChatGPT replies and more responsive Codex sessions and agents
  • Year-end fleet deployment is only Gen 1; Gen 2 is in development and Gen 3 is taking shape
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