Dorment, Not Extinct

I don't think you understand how big Olympus Mons is. That is an entire mountain range beneath it. Olympus Mons is over twice as tall as Kilauea from the ocean floor (the Big Island in Hawaii). The peak is so far away from the base that it is in a different time of day. If I drew this from the ground, you wouldn't be able to see the peak because it would curve beyond the horizon. That is a 20 km tall volcano.

The last time Olympus Mons erupted was 25 million years ago. In geologic time scales, that is not long.