I will discuss recent results concerning the regularity of the extremal solution associated with fourth order nonlinear eigenvalue problems on general domains. We show that the extremal solution is bounded under various assumptions on the nonlinearity and/or the space dimension. This is a joint work with Pierpaolo Esposito and Nassif Ghoussoub.