Open the App store...you will see a header for apps that are featured for the iPad 3. There is a good game on sale for $0.99 (mortal combat 3, iirc). Get that for sure.
Make sure you have iBooks 2. There are some free books for that. Get the free Kindle app, too.
Pages, Keynote have been updated.