iTunes logo and USB image shown after Jailbreak is complete and Apple TV connected to TV... what gives?!?

Hopefully this will clarify some things.

If you see the following image:

If you disconnect the power at all or your power goes out you will need to boot tethered again. It is recommended to use a laptop to boot tethered because you cannot disconnect the power at all.

Image credit henrik343