Nebius, Uber and NVIDIA Push Value Maxing as AI Agents Drive Compute Costs

Nebius, Uber and NVIDIA used an AI infrastructure panel to argue that the next bottleneck for enterprise AI is not simply access to better models, but the efficiency of the full system that turns tokens into business outcomes. The discussion centered on a shift from maximizing AI usage to measuring the value created per unit of compute, as agentic workflows multiply model calls, tool use and context retrieval across production systems.