When you first bring up the puzzle, you'll see Today's (or Featured) Puzzle and your Saved Puzzle. Click on the saved puzzle, then click on your preferred skill level (or click "play now").
After the puzzle loads, click Options, then click Solve Puzzle. Then, click Solve, then click Return to Menu. The saved puzzle should no longer be there.