AI Infra Is Nothing Like the "Classic Cloud Infra"

AI infrastructure fundamentally differs from classic cloud infrastructure due to its reliance on specialized hardware like GPUs, unique data management needs, and complex distributed computing challenges. This necessitates a distinct approach to design, deployment, and operation, moving beyond general-purpose cloud paradigms.