I know it is designed to stay pliable, but if left out over time would it dry out? Say about 2-3 weeks?

I don't know about weeks of drying time, but I can tell you I added tylose powder to a small batch for a cake a couple of weeks ago and even 2 days later it still wasn't gumpaste hard.