Let's say I show you two pictures of the same desk, the only difference between them being the position of a red pen. Our intuition tells us that the pen must have been in motion at some point after the first picture was taken and before the second picture was taken. It is conceivable though that the pen was never in motion and instead vanished and reappeared where it rests in the second picture. Moreover, no matter how many pictures we have, they will likely never be more than circumstantial evidence for the theory of motion. In other words, it doesn't seem possible that discrete observations, no matter how many of them, would be able to "capture" motion.
This idea leads to the following related questions:
Is motion un-observable? And if so, how can we know it really exists? Might using discrete observations to make conclusions about the existence of continuous phenomena be problematic (as any such line of reasoning would heavily rely on intuition as opposed to physical observations)? Is it possible that motion is just an unimaginably amazing (almost perfect) but incorrect theory of the natural world?
I am only somewhat familiar with physics, so if I am missing something obvious please pardon my ignorance. Also, feel free to be as technical or informal as you see fit.