AWS announced Resilient Network Graphs, a new data center network topology now default for most AWS workloads, reducing required hardware by 69% and increasing throughput by 33%. The advancement improves efficiency for GPU-heavy and large-scale AI deployments, lowering operational cost per compute unit.