
NVIDIA has launched its Vera Rubin NVL72 platform, promising unparalleled performance per watt and the lowest token cost for AI factories. This new architecture, built on extreme codesign, delivers a 10x throughput per megawatt improvement over previous generations, addressing critical power constraints in the rapidly expanding AI infrastructure.

Smartsheet has developed a pioneering remote Model Context Protocol (MCP) server on AWS, enabling AI clients like Claude Desktop and Amazon Quick to securely access and interact with enterprise data. This innovative solution optimizes AI interactions, significantly reduces token costs, and enhances the reliability of AI agents operating within Smartsheet's platform. It marks a significant step towards seamless AI integration in enterprise work management.

NVIDIA's full-stack inference software, optimized for the Blackwell platform, slashes token costs by 5x on DeepSeek V4. Companies like Baseten and Cognition leverage NVIDIA's tools to scale AI workloads efficiently, marking a shift from hardware specs to cost-per-token economics.
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