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NVIDIA's new Dynamo framework and Brev developer platform aim to enhance AI inference performance and reduce costs. The GB200 NVL72 hardware enables serving large AI models at a cost approximately 35 times lower per token than earlier Hopper hardware.

Dynamo is designed for data center-scale inference, utilizing disaggregated GPU workloads and Kubernetes-based orchestration to optimize performance. Brev simplifies GPU access for developers, allowing them to manage remote hardware.

Both tools are built to support autonomous AI agents that require significant computational resources. Upcoming enhancements include the Rubin CPX prefill accelerator and a focus on expanding context windows for inference workloads.