You can turn off the “ Show recommendations for tips, shortcuts, new apps, and more ” toggle in Settings > Personalization > ...

Here is how to make Windows 11 look like Vista with Aero Glass UI. You can add Windows Vista Taskbar, Start menu, Desktop ...