A developer switched from Windows to Linux and saw a 3x performance boost in AI-specific tasks.Windows operating system's overhead proved to be a bottleneck for inferencing tasks.Transitioning to a dual-boot setup with Ubuntu Linux improved inferencing speeds, VRAM availability, and system responsiveness.Linux not only enhanced AI task speed but also allowed for working with larger models and datasets.