Over the past few weeks, after reviewing several AI products and reflecting on multiple content-production projects, I’ve become increasingly convinced of one thing: **AI competition is moving from capability display…
This week’s update focuses on one thing: making course creation smoother for creators and making learning more immersive for students. If you’re already using AI-Shifu—whether you build courses or take…
We are building AI-Shifu in public. In this column, we share transparent updates about how AI-Shifu evolves — what we build, what we improve, what we learn, and how real…
You Ask ChatGPT to Explain Quantum Computing It gives you a clear, well-structured answer. You nod, feel satisfied, and close the tab. Three days later, a colleague asks you about…
If general-purpose chatbots are already better than many online courses, why do they still feel insufficient for serious learning? This question keeps coming up, especially as more people share prompts…
This newsletter is for creators and builders exploring how AI changes learning, thinking, and the way we design knowledge.