Learning studio

Follow a question you already care about.

Your inputs are sent to the learning backend, which returns a source-grounded lesson and its personalization provenance.

Offline demo stays local and uses no external service. In bounded live mode, only your explicitly added interests go to Qloo for cultural matching; your pasted source text and question, plus those interests, go to OpenAI for lesson generation. Do not paste sensitive information. API usage is capped per request.

How it works

  1. Add an interest you choose.
  2. Paste educational material and ask a question.
  3. Select Show a lesson to request a source-grounded lesson from the backend.

Add one or more interests yourself. You can review, edit, or remove them at any time.

Your interests

No interests added yet. Add one to get started.

    Paste text only. The local backend accepts up to 40,000 characters and does not upload files or fetch URLs.

    State a question or concept in up to 4,000 characters.

    Only the interests you explicitly add are used; the demo does not infer interests from demographics.

    Use the primary action after adding an interest, pasting source text, and asking a question.