The kernel itself has stayed highly backwards-compatible. You can even load a module that lets you run a.out executables (the executable format Linux was using

The kernel itself has stayed highly backwards-compatible. You can even load a module that lets you run a.out executables (the executable format Linux was using before ELF), assuming you have the libraries those executables need.