AI workloads differ from conventional cloud applications. Instead of relying on independent compute nodes, AI training clusters must act as a single, tightly coupled supercomputer. This requires:AI workloads differ from conventional cloud applications. Instead of relying on independent compute nodes, AI training clusters must act as a single, tightly coupled supercomputer. This requires: