AI Infrastructure, GPUs & Deployment

Executive Summary Snapshot: Recent developments (15–17 July 2026) show accelerating commercialization of AI infrastructure driven by NVIDIA hardware and co‑designed systems (Vera Rubin, BlueField, Jetson, Nemotron), expanding model and agent support on Databricks (Spark Muse 1.1, Unity AI Gateway), and enterprise focus on unified data foundations (Unity Catalog, lakehouse integrations) and edge/robotics deployments. Key technical…