The next question would be what are the fields made of? We might never know.
I find Pilot Wave Theory enticing. The idea is that particles are actually particles, but they ride on top of waves giving us essentially the same result. Reportedly there is some minor evidence for this, but the two theories are hard to distinguish from one another.