I feel like I was the last to know: Google Earth 4 has a built-in flight simulator.
Here’s a page with all the controls.
But as soon as I figured out how to fly, I wanted to land! I made a tutorial showing how to make it much easier and more fun. If the idea of pretending to land an airplane in exotic locales around the globe appeals to you, bon appetit: