Quiz your way
Formative items sized to you—modality and difficulty that fit how you prefer to be assessed.
What does superposition allow a qubit to do?
TopicLearn generates a sequenced curriculum with objectives, definitions, exercises, and feedback calibrated to your level.
Type a topic. Walk out with a course.
Step 01
Tell it what to learn.
Type.
Drop a topic. Pick course or single lesson. That's the form.
These promptsbuilt these
Drag the seam. The right side is the working lesson, not a preview.
Swipe the card or use the arrows to change course. Open Lesson for the live embed: it's not a preview.
Creation prompt
Python for data analysis
Experience prompt
Hands-on with notebooks, real datasets
TonePractical
Theory landswhen you retrieve it.
Each lesson moves from explanation to retrieval—with checks you can calibrate to how you study best.
Active recall
Retrieval practice strengthens long-term retention.
Drag & match
Classification tasks make relationships explicit.
Run real code
Executable exercises connect theory to application.
# run me def hello(name): return f"hi {name}" print(hello("world"))
Other lesson formats: Reflect, Flashcards, Case study, Diagram-it, Explain-back, Mock exam, Spaced reps, Code review.
And many more, your tutor picks the format the topic needs.
Durable learning is not passive exposure.
It is structured practice.
TopicLearn turns open-ended subjects into guided sequences with objectives, checks, and feedback loops.
A curriculum system, not a chat thread.
TopicLearn combines personalization, structure, assessment, and progress tracking.
| TopicLearn | AI chats | Online course platforms | |
|---|---|---|---|
| Personalized to your topic | Yes | Sometimes | No |
| Structured curriculum | Yes | No | Yes |
| Interactive exercises | Yes | No | Sometimes |
| Tracks what you've learned | Yes | No | Sometimes |
| Ready in under a minute | Yes | Yes | No |
| Costs less than one course | Yes | Yes | No |
Each row is one comparison. From left to right: TopicLearn, AI chats, online course platforms. Checkmark means yes, tilde means sometimes, cross means no.
TopicLearn
AI chats
Online course platforms
Personalized to your topic
Structured curriculum
Interactive exercises
Tracks what you've learned
Ready in under a minute
Costs less than one course
From prompt to structured tutor.
A concise walkthrough of curriculum generation in practice.
Watch demo
Key considerations.
ChatGPT answers what you ask. We design what you need to learn next. Every lesson has objectives, exercises, and recall checks, not a chat thread you'll forget by tomorrow.
We constrain the model with curriculum scaffolding and citations. You can flag anything off; we tighten weak spots. Treat your tutor like a TA, sharp, but not infallible.
Lessons are built around active recall, spaced reps, and applied exercises, the techniques that actually move things to long-term memory. Watching is the weakest signal; you'll do, write, and rebuild.
No. From Python to pottery, negotiation to neuroscience, anything you can name, your tutor can structure. The format adapts: code playgrounds for code, drag-match for vocab, reflection prompts for soft skills.
Two lessons a month and up to two topics, no card needed. Use it forever. Pro unlocks more lessons and advanced lesson types.