Vibe Learning WorkBook

1 FOUNDATIONS: PERSONALIZED LEARNING Goal of Issue 1: Teach AI how you learn, and teach you how to control explanations. 🎯 Exercise 1 — Personal Learning Profile (FOUNDATIONAL) What the Learner Does You teach the AI who you are as a learner so it stops guessing. Prompt Ask me 12 questions to create my Personal … Read more

Vibe Learning Issue 20 Learning Exercises

Becoming a Meta-Learner: Exercises 1–5 (Complete + Worked Examples) What these exercises build A meta-learner doesn’t just learn topics — they improve their learning process over time. These exercises turn your learning into a system that adapts to you. 🎯 Exercise 1 — Look Back (Pattern Mining) What the student does Pick 3 recent things … Read more

Learning How You Learn Best Becoming a Meta-Learner

🌟 VIBE LEARNING — ISSUE #20 (ADVANCED) Becoming a Meta-Learner: Learning How You Learn Best The final skill that makes all other skills easier to acquire. 👋 Welcome to Issue #20 (Advanced) By now, you’ve learned how to: This final issue focuses on the skill behind all skills: Meta-learning — understanding, adapting, and improving your … Read more

Vibe Learning Day 1 Exercises expanded examples

📘 DAY 1 — WORKED EXAMPLE Understanding Exercise 2, 3, and 4 (Fully Filled Sample) 🧠 Context: Sample Learner Profile (from Exercise 1) Before Exercise 2, the learner already completed Exercise 1 (Personal Learning Profile). Sample learner profile summary: This context matters — you’ll see why in Exercise 3. 🧪 EXERCISE 2 — Request Three … Read more

Learning for Career Leverage Skills That Compound Over Time

🌟 VIBE LEARNING — ISSUE #19 (ADVANCED) Learning for Career Leverage: Skills That Compound Over Time How advanced learners choose skills that grow in value, not expire. 👋 Welcome to Issue #19 (Advanced) By now, you’ve learned how to: Now comes a crucial question: What skills are actually worth learning long-term? Not every skill compounds.Not … Read more

Your Personal Learning Profile

12 Questions That Transform How You Learn Most learning fails not because the material is bad — but because it’s taught the same way to everyone. We all process information differently: Yet most learning systems ignore this. That’s where a Personal Learning Profile comes in. Instead of asking “What should I learn?”, a Personal Learning … Read more

The Learner of the Future Growing Knowledge Confidence and Curiosity with AI

For much of history, learning was about proving what you knew. Passing exams.Earning credentials.Memorizing the right answers. But as we move deeper into the age of artificial intelligence, learning is quietly transforming into something far more powerful: the ability to grow continuously. In 2026, learning is no longer defined by access to information. AI has … Read more

Learning Forward How AI Will Shape Smarter More Human Learning in 2026 and Beyond

January 1, 2026 A new year always invites reflection—but it also invites imagination. As we step into 2026, artificial intelligence is no longer a “future technology.” It’s already here, embedded in the tools we use, the content we create, and the way we access knowledge. But the most important question isn’t whether AI will shape … Read more

Advanced Project Design and Portfolio Thinking Vibe Learning

🌟 VIBE LEARNING — ISSUE #18 (ADVANCED) Advanced Project Design & Portfolio Thinking How to turn learning into proof, leverage, and real-world impact. 👋 Welcome to Issue #18 (Advanced) At a certain point, progress stops being about what you knowand starts being about what you can demonstrate. This is where many strong learners get stuck. … Read more

AI as a Thought Partner How advanced learners think clearly when there is no obvious right answer

🌟 VIBE LEARNING — ISSUE #17 (ADVANCED) AI as a Thought Partner: Decision-Making, Tradeoffs & Judgment How advanced learners think clearly when there is no obvious right answer. 👋 Welcome to Issue #17 (Advanced) So far in the Advanced Vibe Learning series, you’ve learned how to: Now we reach one of the most valuable — … Read more