How NVIDIA’s Inference Software Stack Powers the Lowest Token Cost

As AI moves from model development to production inference, compute demand is accelerating and shifting toward continuously operating AI factories that generate tokens at scale.

Traditional data centers only stored, retrieved and processed data. In the generative and agentic AI era, these facilities have evolved into AI token factories. With AI inference

The next era of AI inference won’t be defined by a single breakthrough chip, network or system. It’ll be defined by how every layer of the AI factory works together. That’s why

Lowest cost per token from extreme codesign maximizes intelligence per dollar for post-training in the agentic era.