Quick Machine Recovery in Windows 11 is a feature that helps resolve startup issues automatically by finding fixes online. It streamlines the recovery process, minimizing the need for manual repairs. Users can easily enable or disable this feature through Settings, enhancing the overall reliability and security of their PCs.