You clearly have no concept of embedded operating systems in general. Most can read txt trivially (often in the form of config files and the like) but have no need to understand pdf.

Fact is, PDF is orders of magnitude more complex than txt and needs similarly more complex specialised tools to understand it. That complexity is the problem that makes it inferior.