I tried that, but it did not work.
What did work was I installed Hplip-gui and the Hplip-plugin and the printer is now working. Not sure which one did it, I am guessing the plugins.
I'm now learning this wonderful OS. I'll not go back to Windows10, that's for sure.
UPDATE: 26/11/2021
I...