Recognize that DOS is doing some work behind the scenes. When you give it a command that isn't part of its list, it starts to look for filenames that match, using a variety of file extensions (.bat, .exe, .com). Failing that, it looks in directories in the path, etc.

Unix isn't DOS.

Update: read this. Note that none of the steps involve adding an extension to the file if you don't supply one.