D5AI is a developing advanced technology for Human Guided AI. We have patented technology that leapfrogs past current state-of-art systems based on deep neural networks. Our hybid network designs avoid the dependency on training solely by gradient descent that make neural networks inherently vulnerable to adversarial attacks. Our technology can make any node, however deep in the inner layers of the network, interpretable and and easily understandable. These and other features support interactive development by teams of humans and AI learning management systems.