Since your comment has spawned a lot of responses bringing up examples of how various sports have dealt with equipment innovation, this seems a good place to post this article, "The Boat That Almost Was" [1], about a project to design a better boat for the America's Cup yacht race.

[1] http://calteches.library.caltech.edu/3541/1/Clauser.pdf