I like to agree with things I don't know for sure, too.
The internal upgrades (O, T, B, M, S), once placed in a machine, are permanent, and are kept with the machine on wrenching. Placing this machine back down keeps the upgrades you've installed (the tooltip will even tell you what's inside)...