the AI course creator
Describe it. Review the blueprint. Get the whole course.
A full course in minutes, not weeks. You stay in control: review and approve the course blueprint before a single section is written — then a quality rubric measures every chapter before it reaches you.
Reviewed by an editor-in-chief. Measured on 9 dimensions. Yours to approve first.
“Intro to Options Trading”
5 chapters · concept-dependency ordered · chapter-scored
- 01Foundations & vocabularyRemember
- 02How the pieces fit togetherUnderstand
- 03Working through real problemsApply
- 04Breaking it down & critiquingAnalyze
- 05Build something of your ownCreate
how it works
Plan, brief, write, stitch, measure, heal.
A frontier AI editor-in-chief plans every chapter, assigns every learning objective an owner, and reviews the result — while specialized writer agents work in parallel.
- Planstep 1 of 6
A blueprint, gated by hard rules
A concept-dependency blueprint maps every chapter, section, and learning objective — checked by deterministic gates for coverage gaps and dependency cycles before a single section is written.
- Briefstep 2 of 6
An editor-in-chief briefs every chapter
A frontier AI editor-in-chief reads the finished plan and assigns every learning objective to an owning chapter, so nothing gets missed once writing starts.
- Writestep 3 of 6
Specialist writers work in parallel
Specialized writer agents draft the chapters at the same time, each one guided by the same blueprint contract — so the course arrives in minutes, not one long sequential write.
- Stitchstep 4 of 6
A continuity editor closes the seams
One pass reviews the whole course for rough transitions and repeated explanations, and rewrites the openings and closings that don’t yet connect.
- Measurestep 5 of 6
9-dimension quality measurement
Every course is scored on a 9-dimension quality rubric before it reaches you — objective coverage, prerequisite ordering, example quality, factual grounding, self-sufficiency and more.
- Healstep 6 of 6
Auto-heal, then re-measure
If a course fails our quality bar, the system regenerates the weak parts and re-measures before delivery.
the quality machinery
Nine dimensions. No passing average.
Every course is scored on a 9-dimension quality rubric before it reaches you — objective coverage, prerequisite ordering, example quality, factual grounding, self-sufficiency and more. A course only ships once every dimension clears its own bar, not an averaged score.
Objective coverage
DeterministicEvery learning objective is mapped to a section — and actually assessed, not just mentioned.
Prerequisite soundness
DeterministicNo section leans on an idea the course hasn’t taught yet.
Atomicity
DeterministicEvery section teaches one clear idea, sized to be read in one sitting.
Intuition before formalism
HybridThe idea is built with intuition before the formal definition — and the analogy has to actually map.
Example quality & distinctness
HybridExamples teach genuinely different things and reason through every step — not restated answers.
Factual grounding
AI judgeNo invented citations, dates, or names. Claims stay checkable.
Cross-section redundancy
DeterministicThe same explanation doesn’t get restated three separate times across the course.
Information density
DeterministicNo padding, no filler sentences — every paragraph has to earn its place.
Self-sufficiency
AI judgeA fresh reader can answer comprehension questions from the section text alone — no outside lookup required.
Our latest internal benchmark course scored 4.76/5, passing all nine dimensions on the first measure.
domain professor-brains
A subject-matter expert, not a generalist.
Per-subject teaching knowledge — known student misconceptions with refutations, worked-example standards, and canonical source lists that real textbooks and papers writers may cite — nothing else.
Per-domain teaching knowledge
A dedicated knowledge file per subject — notation conventions, depth checklists, and how concepts should interleave.
Known misconceptions, refuted
The mistakes students actually make in this subject, named in advance — and corrected before they take root.
Worked-example standards
Every worked example must be checkable — a real scenario, step-by-step reasoning, a result students can verify.
Canonical source lists
Real textbooks and papers writers may cite for this subject — nothing invented, nothing off the list.
you stay in control
Approve the plan. See the report.
You stay in control: review and approve the course blueprint before a single section is written. When generation finishes, a quality report ships with the course — pass or fail on every dimension, with any weak sections named.
- Review and approve the blueprint before writing starts
- A quality report ships with every finished course
- Failing sections are named, not buried in an average score
- Objective coverage
- Prerequisite soundness
- Atomicity
- Intuition before formalism
- Example quality & distinctness
- Factual grounding
- Cross-section redundancy
- Information density
- Self-sufficiency
Write the brief. Let the studio do the rest.
Describe your course. Approve the blueprint. Get a quality-measured course — in minutes, not weeks.