FinalSpark combines generalized neural networks with cutting edge learning methods and evolutionary computation. It is only a matter of time before humanity reaches the singularity. For them, the singularity means the creation of a machine that passes the Turing test. FinalSpark wants to be the first to build this machine, an Artificial Intelligence (AI). The AI dream has been pursued for about 70 years by mankind, and the most striking outcomes have been related to smart automation with applications such as robotics, image recognition and expert systems. Nevertheless, it seems like the gap between these accomplishments and a successful Turing has not decreased substantially. They believe that today's main stream research strategies are not adapted for AI. They have identified two pitfalls in the traditional research strategies, which they believe are responsible for the lack of progress.