I’d prefer a format that automatically adjusted things like page and font size to whatever I’m reading on, whether that’s reactive HTML or an ebook format.
And some e-readers do support two column layouts, although it only makes sense if you have a wide screen.
I hate having to pan and scan a PDF file on my phone, and the fixed pagination only makes sense when printed. Even on most desktop screens a letter/a4 page is too long.