As enterprises graduate from AI experimentation to production-scale agentic deployments, the infrastructure assumptions of the chatbot era are rapidly giving way to a more distributed and cost-conscious hybrid AI architecture. The shift is playing out in real time, with the AI factory emerging as th
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