The KMODE_EXCEPTION_NOT_HANDLED error in Microsoft Windows occurs when a kernel-mode program crashes due to incompatible drivers, corrupted system files, faulty hardware, or memory issues. Common triggers include outdated drivers, BIOS problems, or conflicts with antivirus software, leading to system instability or blue screen crashes.