Auteur product

Auteur Learning

Learn while making: lessons, exercises, and feedback grounded in the actual project rather than separated into a generic course.

See Learning in 2 minutes

Auteur Learning: Every Question After

Most help is one-size-fits-all. Auteur Learning reads your own work and builds the lesson around it, from tonight's homework to a first novel to a lab's research course. It teaches, then you choose; it never writes the line for you.

Transcript

Every learner starts small… with a question, and a page of their own. Most help is one-size-fits-all. …but which line? Then came Auteur Learning. It reads YOUR work… and builds the lesson around it. Snap tonight's homework: tomorrow's flashcards and quiz, once a parent checks it. Talk to it, and it talks back… in a kid-friendly voice. Pair an iPad or Android tablet: it becomes the student desk. You follow along from the dashboard. And as they grow… so does it. A first novel? The mentor reads the draft. It teaches… then YOU choose. It never writes the line for you. Ask the tutor: it answers from the lesson, and shows you which one. A research career? Papers and interviews become a course, and the whole lab can follow along. Mastery isn't handed out. It's shown… then proven again, weeks later. Bring the AI you already pay for. From the first flashcard… to the last footnote… and every question after. Auteur Learning. It reads your work. It teaches. And it learns with you. Be your own auteur.

Get founding access Founders lock in today's prices for 12 months; prices may change after that. Founding seats are limited and offered first come, first served. All the Auteur films
Lineage artwork for Auteur Learning
Lineage visual · lineage poster learning

Auteur Learning

Learn while making: lessons, exercises, and feedback grounded in the actual project rather than separated into a generic course.

A mentor's field kit: exercises, a loupe, and notebooks marked up in the margin. The teaching happens over your own work, not a generic syllabus.


Who it's for

Individual creators who want to get better at the craft while working on a real project: writers, filmmakers, and builders learning in the middle of the work itself. And course creators in any discipline: influencers, educators, and entrepreneurs who want to teach what they know, built on the platform’s memory of their own work.


“Build a study plan from my own manuscript, quiz me on what I drafted this week, and adjust the next lesson based on what I miss.”

From studios to the kitchen table

Learning is not only for production teams. A homeschooling family can intake a student's actual homework, and eval plus memory keep an honest record of where the student really is, generating quizzes from their own material, tracking what stuck, and giving any student a leg up that a generic app cannot: the curriculum is the student's own work.

This is not just a tool for filmmakers; it is a tool for anyone with something to teach. Course Studio, inside Learning Forge, helps creators of all types, educators, influencers, and entrepreneurs, build out complex courses in any field, using the shared history, eval functions, and persistent memory you accumulate to make each course better and better over time. It even teaches this studio: partner Learning with the in-house operations manual that ships with the platform, run by the LLMs you provide, and use Learning to master the tool you are standing in.


What it solves

Generic courses live apart from what you are actually making, so the lesson never quite lands on your page. Learning grounds tutoring, exercises, and feedback in your project, so guidance points at the scene, shot, or commit in front of you.


“Watch how I revised this chapter, build tomorrow’s lesson on the weakness you see, and quiz me before I draft again.”

How it works

Craft Mentor tutors you inside your own project: lessons, probes, rubrics, exercises, feedback, and a durable learning record. It can also transform the work itself, artifacts from Story, Prep, Film, Game Forge, or Build, into lessons, walkthroughs, and study guides that keep their source provenance.


Workspaces included


Embedded from other products

Learning does not fold another paid product inside it. It sits alongside the product you are already working in, drawing its lessons from that project's artifacts rather than from a generic library.


Moving up

Learning pairs naturally with Story, Film, Game Forge, and Build, and travels with them inside Studio.


On the deck

Learning runs wirelessly on Control Deck, the studio's own tablet surface: a dedicated student learning desk on the iPad or Android device you already own, with the project's memory in hand. The same desk runs in the Auteur dashboard on any monitor when the couch is not where the studying happens.

The student learning desk on the Control Deck


Where it runs

The hosted workspace is opening to founding members first. In it, Learning runs in your browser: your learning workspace and record live there. The AI tutor in the hosted workspace is coming.


Demonstrated

By 2026-08-28, Craft Mentor tutoring had run on a real project foundation, and turning project artifacts into lessons had run across several lanes with source lineage preserved.


Current limitations

Learning is Craft Mentor, individual, project-grounded tutoring. Rosters, assignments, gradebooks, educator identity, and LMS integration are outside this product's scope.


Story · Prep · Film · Game Forge · Build · Launch


Questions

Do I need a finished project to start? No. Craft Mentor works on whatever you are making right now, at whatever stage it has reached.

Do the lessons come from my own project? Yes. That is the point: feedback and exercises are grounded in your work and cite where they came from.

Is it a library of pre-made courses? No. The teaching is built from your project rather than delivered as a generic catalog.


Take the next step

Want to be taught, not just tooled? The School runs our courses on the studio and on hybrid production craft, live on Skool, taught by the founder and team. Included with every seat.

Get founding access. This is an application to work alongside us. It starts a conversation with us. Founding seats are limited and offered first come, first served.


Proof

Every claim on this page traces to the product status registry, with evidence in code, manuals, and tests, last verified 2026-08-28. The receipts behind it are claims LEARN-001, LEARN-002.

Registry status
capability maturity beta commercial availability founding beta

The Founding Beta covers Craft Mentor: individual, project-grounded tutoring.

Auteur provides the harness, the scaffolding, and the software engineering · not the models' meters. We can evaluate, and help you set up, local open-source models; your providers connect as seats. Model access is yours: pay-as-you-go accounts such as OpenRouter or Wavespeed, the subscriptions you already hold, or credits at the provider's list price. We don't mark up AI usage.