OpenAI Blog

OpenAI and Broadcom unveil LLM-optimized inference chip

OpenAI and Broadcom introduce Jalapeño, a custom AI chip built for LLM inference to improve performance, efficiency, and scale across AI systems.

OpenAI Blog
Aug 25

The full stack behind abundant intelligence

OpenAI CFO Sarah Friar discusses how progress in chips, compute, models, and products work together to provide more useful intelligence at larger scale and lower cost. She explains the compounding effects of these advances across the entire technology stack. The article highlights how each component—hardware, computational resources, model development, and product integration—contributes to overall efficiency and capability.

arXiv Machine Learning
Jun 9

Towards Automated Kernel Generation in the Era of LLMs

arXiv:2601. 15727v3 Announce Type: replace Abstract: The performance of modern AI systems is fundamentally constrained by the quality of their underlying GPU kernels, which translate high-level algorithmic semantics into low-level hardware operations.

By Yang Yu, Peiyu Zang, Chi Hsu Tsai, Haiming Wu, Yixin Shen, Jialing Zhang, Haoyu Wang, Zhiyou Xiao, Jingze Shi, Yuyu Luo, Wentao Zhang, Chunlei Men, Guang Liu, Yonghua Lin