Article URL: https://learnvector.ai/ Comments URL: https://news.ycombinator.com/item?id=49092499 Points: 32 # Comments: 18

AI is creating unprecedented opportunities for everyone. LearnVector helps people build skills so every person can take part. Rationed by cost, geography, and time. We have always known that one person with a good teacher learns more — and faster — than the same person in a classroom of two hundred. We built the classrooms anyway, because we couldn't give each person their own tutor. That was not a limitation of learning. It was a limitation of economics. Despite enormous progress in AI, we still have not changed how we learn. Learning experiences are still one‑to‑many. And we know that chatbots without guardrails harm learning. A chatbot can give you an answer, but an answer is not an education. Cognitive offloading means you end up learning less. And, you cannot always trust what a chatbot tells you. Meanwhile the demand for trustworthy learning — knowing that what you learn is accurate, important, and relevant — has never been higher. A chatbot can give you an answer, then it moves on. We're building a one‑to‑one learning experience that… Fifteen years ago, Coursera and online courses changed education. It worked better than almost anyone expected, expanding access by opening up where you can learn. But how you learn remains largely the same as it has for centuries: it is one-size-fits-all courses, taught the same way to each person who shows up. We now have an opportunity to change how learning happens. With advances in AI, we can now build a custom learning guide for each person. We will turn learning from one‑to‑many to one‑to‑one. I'm starting LearnVector to invent this next generation of learning. We are starting with an investment from Coursera, and plan to collaborate closely with Coursera and Udemy.