In the beta version, Settings > Theme is gone due to a bug or limitation in Qt 6 Quick Controls.
You need to go to your operating system settings and use a dark Theme
On Windows, for example, I need to set those two parameters to Dark for Shotcut Beta to be on the dark mode.