Artificial Intelligence is not just the grand plan of the automation of statistical mod- eling, but also a daring, complicated and extremely important philosophical project that concerns the nature of our own minds and their relationship to the physical universe and the universe of meaning. What can AI contribute to our understanding of epistemology, metaphysics and philos- ophy of mind? If we ascribe a degree of intelligence to any system that can make models, what makes a system generally intelligent? Are humans in the class of generally intelligent systems themselves? Given that many functions are not learnable, does general intelligence even exist?