This paper argues that it will soon become technologically possible to build artificial brains at relatively low cost. The proposed approach to doing this is to evolve large numbers (tens of thousands) of neural network modules, each with its own simple function, and then interconnect them inside a computer that would execute the neural signaling of the whole brain in real time, performing functions such as controlling the behaviors of a robot.