OpenAI released early test results for Jalapeño, its first custom inference chip. OpenAI reported higher throughput and lower latency alongside better intelligence per watt. OpenAI stated it plans to begin deploying the chip in its compute infrastructure by year-end as the first step in a multigenerational roadmap. Replies on X praised the efficiency gains while others questioned the benchmarks and flagged potential software lock-in risks versus Nvidia.