According to a collection of Tesla Owners, the Tesla Model S Autopilot has the ability to learn, and improve, over time, adjusting to difficult pieces of road and learning to adapt to them.  According to CEO Elon Musk, “When one car learns something, the whole fleet learns something”, suggesting that as a whole the Model S network will become smarter over time.  

Check it out here.