This also works for Uncharted 2 and Uncharted 3 Remastered
You must beat the game on either hard or crushing before doing this.
When the prompt to restart checkpoint shows up after changing the difficulty and pressing circle, just press Options on your controller, do NOT actually restart the checkpoint.
Test from me that confirms it works back screen is that part that shows it popping