Learning should keep the source in view.

The product

Novus Learn starts with public Wikimedia sources and turns a pinned revision into stable sections, source blocks, direct claims, concepts, labelled relationships, coverage metrics, and attributable media.

It is not a chatbot and does not silently draw on model memory. Generated claims quote retrieved text, while derived and Wikidata relationships remain visibly labelled.

The accountless promise

Public learning pages open directly. Saved topics, preferences, recent topics, files, edits, and future study progress stay on the device by default. No identity provider is part of this build.

Available now

• An accessible connected Knowledge Canvas.
• A validated visual engine with a source-grounded water-cycle benchmark.
• Guided lessons, flashcards, and safe quizzes generated from supported claims.
• Accountless, self-contained share links with server-rendered preview pages.

What comes next

• Local, browser-first file uploads for text, transcripts, PDF, DOCX, and PPTX.
• Explicit, capability-based cloud sharing and cross-device projects.