NVIDIA expanded support for local models and agents and introduced GPU resource controls in the NVIDIA App. Users can adjust allocation when a foreground game or application competes with background AI work. Requirements include Windows hardware-accelerated GPU scheduling and other supported execution conditions. The accompanying model and laptop announcements do not imply identical performance gains on every existing device; model memory requirements and available runtimes still need to be considered separately.