Highly compressed versions of Windows 10 refer to installations of the operating system where the installation files have been significantly reduced in size. This is achieved through advanced compression algorithms that pack the necessary files into a much smaller space. The goal is to make the installation process faster and more efficient, particularly for users with slower internet connections or limited bandwidth.