Acafolio tracks your understanding through a living knowledge graph, teaches from first principles with Socratic AI, and verifies real mastery through assessment loops.
Start Learning FreeEvery project builds a knowledge graph. Nodes are topics. Edges are dependencies. States update as you learn, get assessed, and prove mastery.
The problem
ChatGPT, YouTube, lectures. They don't remember what you know. Every session starts from zero.
Every node is not started, in progress, needs review, or mastered. Your graph reflects reality, not wishful thinking.
Edges encode prerequisites. You can't skip foundations. The graph guides your learning path through the right sequence.
Nodes update in real time as you learn, get assessed, and prove understanding. Watch your graph turn green.
The closed loop
Socratic AI introduces concepts from first principles. It asks questions, adapts to your level, and never gives direct answers.
You explain, reason through problems, make connections. The AI observes how you think — not just what you say.
When you're ready, targeted assessment questions verify real understanding. Can you explain it? Can you connect it?
Your knowledge graph updates instantly. Nodes shift from "learning" to "mastered" — or back to "needs review."
Five modes of intelligence
Acafolio's AI operates in distinct modes depending on where you are in the learning process.
Introduce new concepts from first principles
Hints and guiding questions when you're stuck
Link ideas across topics in your graph
Verify understanding with targeted questions
Reinforce and deepen existing knowledge
Acafolio is building toward a world where your learning is structured, your understanding is verified, and your intelligence compounds over time.
Start Learning Now