tech
The full stack behind abundant intelligence
Progress in AI compounds fastest when the entire system improves together. That is how I think about OpenAI’s compute strategy: one integrated system spanning data centers and chips, frontier models, our developer platform, consumer and enterprise products, and AI-native devices, with each layer strengthening the next.
TL;DR
- OpenAI's compute strategy integrates data centers, chips, models, and products for synergistic AI advancement.
- The custom Jalapeño inference chip offers improved peak throughput and lower token latency compared to commercial systems.
- Developing models, serving software, and hardware together enhances throughput, latency, energy efficiency, and cost.
- OpenAI manages a diverse portfolio of compute partners, including Microsoft, NVIDIA, AWS, and others, to optimize for capability and economics.
- Data center design, like Project Camellia, focuses on customer workloads, local support, and environmental conservation.
- Efficiency gains translate to economic value through more useful intelligence per compute unit, enabling new applications and economic activity.
- The compounding advantage lies in better technology driving better economics, funding further progress and strengthening the entire system.