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VentureBeat

Cheaper tokens, bigger bills: The new math of AI infrastructure

Cheaper tokens, bigger bills: The new math of AI infrastructure
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Presented by Nutanix As enterprises move from AI experimentation into production deployment, the primary cost driver has shifted away from foundation model training and toward the infrastructure required to run thousands of concurrent inference workloads at scale, with agentic AI as the accelerant. Where early enterprise AI projects involved a handful of large, scheduled training jobs, productio

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