AI makes explanations and examples instantly available, but availability is not the same as learning. Durable learning requires the learner to retrieve ideas, make decisions, receive feedback, and use knowledge in a new context. Vibe Learning uses AI as a responsive partner inside that cycle rather than as an answer machine outside it.
Begin with intent and evidence
Write what you want to be able to do, not merely what you want to read. ‘Explain event bubbling and use delegation in a dynamic list’ is testable. Define the evidence: a diagram from memory, working code, an explanation for a beginner, and a solution to an unfamiliar event problem.
Build a mental model before details
Ask AI for a short map of the topic, its key relationships, prerequisites, and common misconceptions. Rewrite the map in your own words and identify what is unclear. Do not collect a long summary. The purpose is to create places where later examples can connect.
Retrieve before requesting help
Close the source and explain the idea from memory. Predict code output, outline a process, or answer a question before asking AI to evaluate it. The gap between your attempt and accurate feedback is where useful learning happens. If AI answers first, that diagnostic information disappears.
Use feedback that requires revision
Ask the assistant to identify the first incorrect assumption, request evidence, or provide a counterexample. Revise your answer rather than reading a replacement. For code, ask for a failing test or diagnostic question before a completed fix. Feedback should cause new thinking, not end the task.
Transfer the idea
Apply the concept in a different project, explain it to another audience, compare it with a neighboring idea, or solve the same problem under a new constraint. Finish with a delayed retrieval session the next day or week. A concept is becoming useful when it can travel beyond the example that introduced it.
A repeatable 45-minute session
Spend five minutes defining the outcome, ten building a mental model, ten attempting retrieval or a problem, ten getting targeted feedback, and ten revising and recording the lesson. End with one transfer question and schedule a brief delayed check. Adjust the timing to the topic, but preserve the sequence: effort before feedback, revision after feedback, and retrieval after time has passed.