Actually I think that all three definitions have been used at one time or another. Currently, BIOS is generally taken to mean Basic Input Output System when referring to PCs.

http://www.bioscentral.com/

If you are talking about embedded systems then it would be the built in operating system, as no other OS is required by such devices.