It is the process of rapidly ever improving differentiation between noise and signal patterns and constant generalization of those that produces intelligence, not merely compression of data. [D]

Until we can design a mathematical system with one unavoidable intrinsic goal that drives it with undeniable force and encode that to hardware, plug it into a simulator of raw data, and give it the initial faculties to form,, manipulate and alter all patterns based on its own feedback with no restriction on developing new faculties; all this AI noise will only serve investors accumulating wealth. The currently required data sanitization and filtration, and the missing intrinsic unavoidable goal, kill the very base requirement for intelligence to emerge as we see and value it in humans. Of.