Solve this by resting P-RAM and restarting at the same time.
Press Alt-Cmd-P-R at once and simultaneously toggle the power button until you finally get a chime (just holding the power button with the other keys will have no effect).
Continue holding the four keys down for two more chimes and now the MacBook will be OK.