If self-improving intelligence is somwehere on the hierarchy of "better optimizers," you just have to make better optimizers, and eventually you can make a self-improving optimizer. Easy peasy :P Note that this used the assumption the it's possible, and requires you to be charitable about interpreting "hierarchy of optimizers."