The AI that thinks with you,
not for you.
A real-time Socratic whiteboard where learning is not a chat, but a shared thinking space. Ask out loud, sketch, simulate, and think your way to the answer.
The 3 big problems in university STEM
Chatbots spoon-feed answers
Copy-pasting AI answers creates an illusion of competence. You finish tonight’s homework, then draw a blank on the proctored midterm.
Muna’s Socratic tutor guides you through questions on the board so you build understanding yourself, not memorize someone else’s output.
Text is blind to math and science
Five paragraphs of chatbot text cannot explain reaction mechanisms, 3D vectors, or metabolic pathways. STEM needs sketches and simulations.
The board draws vectors, reaction steps, and parameter curves in real time, and a live simulation lets you drag the physics yourself.
All-nighter cramming decays fast
Cramming 500 pages the night before causes most of it to evaporate within days. Manual flashcards can’t capture complex STEM.
Spaced repetition tracks your forgetting curve and schedules reviews so recall peaks exactly on exam day.
From coursework to mastery, in three moves
Upload your materials
Drop in any PDF, slide deck, or syllabus. Your AI reads the math, the figures, and the structure, then turns them into a study board you can think on.
PDF · DOCX · PPTX · Scanned problem sets
Set a goal
Tell the tutor what you are working toward. Every question, hint, and drawing stays anchored to that goal, with no drifting into generic chatbot answers.
Anchored, anti-drift tutoring
Co-reason on the board
The tutor draws, asks, and speaks. You derive. That active process is exactly why it sticks when the exam is in front of you.
Text · Sketch · Simulation · Voice
You forget. That’s biology. Muna schedules the fix.
Every study space tracks its own forgetting curve. Reviews surface in your daily queue exactly when you are about to forget, the moment that locks memory in longest.
Topics move through three FSRS states as you prove recall: learning, review, and relearning when retention drops.
Why Socratic co-reasoning works
Backed by 40+ years of peer-reviewed cognitive psychology and spaced-repetition research.
Bloom’s 2-Sigma Phenomenon
Educational Research (Benjamin Bloom, 1984)One-on-one Socratic dialogue produces a two standard-deviation improvement over passive lectures, elevating average students into the 98th percentile.
FSRS Spaced Repetition
Free Spaced Repetition SchedulerCalculates the exact forgetting curve for every concept and schedules reviews at the moment you are about to slip, so memory peaks on exam day.
The Generation Effect
Cognitive Psychology (Slamecka & Graf)Actively deriving equations and sketching reactions on a live board builds far stronger retrieval paths than passively reading finished answers.
Common questions
Never get stuck on an 11 PM problem set again.
Create your account, set your goal, and start thinking on the board with a tutor that pushes you to understand, not just copy. Speak, sketch, or type.
Get started