Board Thread:Skyrim/@comment-101.164.107.138-20140627003243/@comment-24261859-20140627022730

Just don't kill him. Tell the Blades off and ignore the quest.

If you're playing on PC, you can get a mod called "The Paarthurnax Dilemma" that lets you convince the blades to let Paarthy live.