Data Center Hardware Highlights: July 2026

Data Center Knowledge's monthly hardware roundup from June 2026 highlights developments across networking, memory, CPUs, orchestration software, and chip design for AI infrastructure. The coverage shows that AI data centers are moving beyond a focus on accelerators alone, with vendors now investing across multiple technology layers to improve utilization and remove performance bottlenecks. This shift matters because memory, networking, and orchestration are emerging as critical factors alongside GPU performance in determining whether expensive AI hardware clusters remain economically efficient. The broader context reflects intensifying competition among both established players and newcomers to power the next generation of AI data centers.