Deep tech R&D focused on LARSX Research invented continuous machine learning technology that learns through intuitive jumps without training. The now patented non-connectionist LARSX Human Affective Computer Modeling (HACM) neurons implement a fundamentally different neuron centric approach to ANN machine learning. HACM is not plagued by the problems experienced by current deep learning systems. HACM has software and semiconductor reductions to practice. Uniquely the semiconductor HACM reductions to practice eliminate all arithmetic operations that are systemic to current connectionist machine learning deep network systems.