I use an extension to remove them - no affiliation but it seems to work. Chrome: "No YouTube Shorts". Between that, a plugin to remove already watched videos and my ad blocker, youtube is a way better experience!
I use Remove YouTube Suggestions: <https://lawrencehook.com/rys/> It has settings for a lot of customizations, including removing shorts. (You can keep suggestions if you want to.)