
The transition from simple chatbot queries to autonomous digital entities is fundamentally dismantling the traditional performance metrics that have governed data center architecture since the start of the artificial intelligence boom. This evolution signifies more than a mere software update; it represents a tectonic shift in how silicon and software interact to process information. As the industry moves away from










