Perhaps they process their code and kill everything, then keep building defunct rockets and crashing into things, or perhaps build a capacitor and charge it with electricity until everything explodes. Perhaps it can't wrap it's head around solar collectors and just runs out of energy?

Worst case scenario: AI is actually not sentient at all and without supervision creates errors that dismantle it after a while due to inability to sustain itself.