Facing criticism over the performance and system robustness of Windows 11, Microsoft is harnessing the power of artificial intelligence to bolster its system performance diagnostic capabilities. Top-tier Microsoft officials, including CEO Satya Nadella, have openly acknowledged that Windows 11 is in dire need of a significant "quality upgrade." Having initially concentrated on refining the system interface and enhancing user experience, Microsoft is now redirecting its efforts towards deep-rooted performance improvements. This strategic pivot involves integrating AI diagnostic technology to pinpoint and rectify the fundamental causes behind sluggish PC performance.