TVOS 18.4 apparently broke channel surfing. In Settings/Playback/Remote Control Channel surfing is set to On, but channel surfing simply does the same thing as swiping up/down in both the grid guide and when watching a program.
I deleted and reinstalled the app, and now the Channel Surfing option is Off and grayed out.