ClassroomPanel / Vision

AI learning should be open, inspectable, and deeply adaptive.

ClassroomPanel is an open-source learning terminal: a tutor, visual board, curriculum engine, and portable learner record designed to help students understand.

The core idea

A living blackboard for one student at a time.

A student should be able to ask, "I do not understand derivatives," and watch the panel become the lesson: a graph, tangent line, explanation, animation, practice problem, and feedback, all shaped around the learner in front of it.

Conversational tutorVisual canvasInteractive simulationsAdaptive checks
What we reject

Not an answer machine.

Most students meet AI as a shortcut: paste the homework, copy the answer, move on. That feels like help, but it trains dependence. The product has to make the student think, predict, explain, and check understanding.

What we build

A tutor that makes the work visible.

ClassroomPanel is built around active learning. Before the board explains, the student commits to a prediction. After it explains, they say it back in their own words. The tutor guides them toward the answer instead of handing it over.

Trust model

Parents and schools should be able to see how it works.

AI is already teaching children. Families, teachers, and decision makers deserve clarity about what models are used, what instructions guide them, what student work is remembered, and where that record lives.

01

Bring your own key

Use your own Anthropic, OpenAI, or Google API key. ClassroomPanel sends it only with the generation request you make, so you control the provider, the cost, and when access stops.

02

Your record stays yours

The learner record lives in the browser and in files you export. It contains the concepts studied, practice attempts, spaced-review schedule, and course progress. It is portable by design.

03

Nothing saved by us

No accounts are required for the open app. We do not store lessons, keys, learner records, uploads, or student progress on our servers.

04

Open source by default

The product is AGPL-3.0 open source because learning software should be inspectable, self-hostable, and improvable by the families, teachers, and communities using it.

The learner record

Progress should belong to the learner.

A chat session disappears. A learner record compounds. ClassroomPanel keeps track of what a student has practiced, what stuck, what needs review, and what course material they have already earned their way through.

The open standard

The record should move with them.

Export it, import it, self-host it, or take it somewhere else. The point is not to trap a family inside one app. The point is to make the student's progress real, inspectable, and durable.

Where this goes

Lessons should adapt faster than a textbook ever could.

The next generation of learning should build around the exact student and the exact question. A lesson should create the right visual in the moment: pictures, graphs, diagrams, simulations, and eventually short video, always surrounded by real practice.

It should also stay model-agnostic. Today's best model will not stay best forever. ClassroomPanel treats models as interchangeable engines, while the board, course, and learner record remain the durable parts families can understand and control.

In practice

What a session looks like.

  1. Ask a question, or choose the next lesson from a course built from your own curriculum.
  2. The board draws the lesson with an explanation, graph, diagram, simulation, or generated visual.
  3. The student does the work by predicting first, explaining it back, and answering a quick check.
  4. The record remembers what stuck, what did not, and when the concept should come back.
  5. Parents stay in the loop through visible progress instead of vague screen-time numbers.