Mixing self-okay with personal questions and learning-context-relative tailored chatbot answers by combining ChatGPT-style responses with the kinds of AI Duolingo has tried to implement in its BirdBrain learning analysis along lines used by DeepMind in AlphaZero promises a transformation of learning for all students at all ages, and it’s coming soon.