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Agentic AI infrastructure is moving from experimentation to production, pushing enterprises to control cost, data exposure, and infrastructure. Red Hat's Joe Fernandes cites exploding token costs and data sovereignty concerns. Red Hat extends open-source approaches, contributing to Nvidia's OpenShell sandbox runtime for autonomous agents.
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