The AI seems to have a demonstrable aversion to spending its last quantums of a certain type. To give an example, I just had an AI opponent sit two turns with two air quantum, an eagle eye and my physalia sitting on the board. Suring the second turn, the AI played another Quantum Tower and got three more air quanta and THEN used the sniper. No need to wait, there's no benefit to sitting around.