Today's Weak AI Lacks Intelligence

While Deep Learning and other ANN-based methods of machine learning have produced some amazing capabilities over the past decade, they still leave me wanting more intelligence than they can deliver. The "point neuron" used in ANN is based on an understanding of neuroscience we had back in the 1970s. Just in the past couple of decades, we have learned more about the pyramidal neuron in the neocortex than we have ever known before. This knowledge has never been applied to the old ANN point neuron. In fact, even some Deep Learning experts like Oriol Vinyals of DeepMind says that Deep Learning is not AI.