for self-evolving learners
Create the course you need.
Then master it — with SAM, your AI Tutor, at your side.
One goal in, a whole system out: SAM drafts your course, plans your weeks, builds your exams, grades them with care, and tells you what to do next. Learning that finally has a system.
↳ from “I want to learn Python” to a graded, mastered course — one notebook.
Teach …
- CH 1Options Fundamentals
- CH 2Options Pricing Mechanics
- CH 3Applying Basic Options Strategies
- CH 4Analyzing Risk-Reward Profiles
- CH 5Advanced Application
✓ passed the 9-dimension quality rubric
↳ all three are real courses SAM generated — yours starts from your own goal
“There is no learning without remembering.” — Socrates
Create it. Learn it. Prove it. See it. Share it.
the loop is the product- 1
Create
SAM drafts the course you want to master — Bloom-aligned, quality-gated.
- 2
Learn
Goals become weekly plans; SAM checks in and keeps the rhythm.
- 3
Prove
Exams built from your own content, graded with AI care.
- 4
See
Mastery by cognitive depth — and the next best step, always.
- 5
Share
Help someone else grow — or sell it for a small price.
the board tutor
A whiteboard that teaches back.
Ask SAM to explain anything and it works on a living canvas — sketching diagrams, writing equations, and narrating each step out loud. Draw your own attempt and it reads what you wrote, then meets you exactly where you are.
- Draws and annotates in real time
- Reads your handwriting with vision
- Narrates the reasoning, step by step
goals & rhythm
Set one goal. Get a week you can keep.
Tell SAM what you want to learn and how much time you have. It turns the goal into a sequenced plan — what to learn, when to practice, when to be tested, when to review — and a weekly check-in keeps you honest about how it’s actually going.
- 6
- kinds of step, from learning to reflection
- Weekly
- check-in and reflection to keep it on track
Goal
Master single-variable calculus
This week
2 of 5 done- LearnDerivatives — the limit definitionMon
- Practice10 mixed problems, easy → hardTue
- AssessCheckpoint quiz — the chain ruleThu
- ReviewResurface: the power ruleFri
- ReflectWeekly check-in with SAMSun
prove it
Exams from your own course.Graded with care.
Every question comes from the exact chapters you studied — not a generic bank — and is tagged to the Bloom level you were actually taught at. SAM reads and grades your answers; when it isn’t confident, your answer is held for review instead of guessed.
Q1.Explain why the power rule still works for a negative exponent.
UnderstandGraded · 9/10Q2.Apply the chain rule to find dy/dx for y = sin(3x²).
ApplyHeld for review
Feeds straight into your mastery ring — by cognitive depth, not just a score.
how it evolves with you
One loop, running continuously.
This is the engine behind everything. SAM turns what you do into what you see next — your results become the reviews, challenges, and concepts it recommends you tackle, instead of starting from scratch each session.
- 01
Assess
Exams and Socratic checks read what you actually understand.
- 02
Model you
Supported assessments update a persistent student model — mastery, gaps, confidence.
- 03
Track mastery
Bayesian mastery and Bloom’s depth move per concept, per attempt.
- 04
Recommend next
SAM proposes the next concept, review, or challenge — calibrated to you.
built on learning science
Not vibes. Pedagogy.
Supported assessment and review workflows use Bloom levels, knowledge tracing, and spaced-repetition schedules.
- Remember
- Understand
- Apply
- Analyze
- Evaluate
- Create
Bloom's taxonomy
Supported questions and reviews record a target cognitive level.
Spaced repetition
Reviews are scheduled against the forgetting curve, not an arbitrary calendar.
Knowledge tracing
Formal assessment results can update a Bayesian mastery estimate.
the skill roadmap
Name a skill. Get the map.
Tell SAM the skill you want and how much time you’ve got. It returns a prerequisite-aware roadmap — phase by phase, from Novice to Strategist — and matches a course to every milestone along the way.
- 7
- proficiency tiers, Novice → Strategist
- Gated
- milestone exams unlock the next phase — no skipping ahead
- Phase 1Novice
Foundations of Statistics
Start where you are — the map meets your real level.
- Phase 2Competent
Inference & Modeling
Prerequisite-ordered courses, matched to each milestone.
- Phase 3Strategist
Capstone: a real analysis
A milestone exam unlocks the next — no skipping ahead.
share it — or sell it for a small price
Knowledge shouldn’t be lockedbehind a $400 paywall.
Your course. Your price. Your call. Make a course, then give it away free — or sell it at a price you choose.
Free or low-cost — set any price from $0, and free courses enroll students instantly.
70% by default, up to 90% — an eligible plan or a matching referral can raise your share. Stripe Connect pays connected creator accounts.
Share anywhere — a public page, a link, a QR code, or straight to social.
for self-evolving people
Built for learners who drive their own growth.
Self-directed learners
You set the goal; SAM keeps the structure, the memory, and the momentum.
Professionals upskilling
Fit deliberate practice around work — the plan adapts when life gets in the way.
Lifelong learners
Build on assessment history that persists between sessions.
the premise
Assessment results should not disappear when a session ends.Supported assessments persist mastery estimates.
Formal assessment workflows can update a Bayesian knowledge estimate that later sessions can read. Practice coverage is being expanded separately.
explore TaxoMind
There’s more than the mentor.
Courses to take, ideas to read, people to learn with — the rest of the platform, a click away.
pricing
Start free. Upgrade when SAM proves itself.
Start a notebook that grows with you.
Set one goal today. SAM handles the structure, the memory, and the next step.