Category
Novus Learn
Launch notes and practical guidance for Novus Learn: bring a topic, URL, site, paper, video, textbook, upload, or codebase and turn it into notes, flashcards, a quiz, and a concept map built from that source's own sentences, plus 565 occupations with a career matcher, 376 aptitude practice suites, 2,200 cognitive practice questions, 200 puzzles, the Novus Reasoning Challenge, and a 12-module JavaScript course. Extractive rather than generative, local-first, and accountless.
4 articles
About the Novus Learn thread
Most study tools built after 2023 generate an answer. Novus Learn extracts one. The distinction is the whole product: you bring a source (one of nine input modes, from a topic search to a URL, a paper, a video, a textbook, an upload, or a codebase), and what comes back is built from that source's own sentences, with claim-level citations you can follow back.
The app has grown well past reading. It now carries a careers layer of 565 occupations across 20 families, 376 aptitude suites, 2,200 cognitive practice items, 200 puzzles, and a 77-lesson JavaScript course. The articles here explain the editorial position underneath all of it: that a study tool which cannot show you where a claim came from is not saving you work, it is deferring it.
What this topic covers
- Why extractive beats generative for study material, and what claim-level citation means in practice
- The nine input modes and which source types produce the best notes
- Flashcards, quizzes, and concept maps built from the source rather than invented
- The careers layer: 565 occupations, 20 families, and 376 aptitude suites
- Local-first and accountless: what stays on your device and why that shapes the design
Who it's for
Students and self-teachers who need to trust their notes, teachers assembling cited lesson material, and anyone weighing an AI study tool against a source-grounded one.
4 articles in this thread, newest first. Every one is free to read with no signup.
Beyond the articles: Novus Learn
Cited study material from any source, plus 565 occupations, 376 aptitude suites, and a JavaScript course. The articles above are commentary; the pages below are the reference material, documentation for how the app works, a tool map listing every surface in it, and step-by-step tutorials.
- Documentation →The full technical reference for Novus Learn: what it does, how it works, and its limits.
- Tool map →Every tool and page in the app, each with a description and a direct link.
- Tutorials →Step-by-step walkthroughs, from a first run through to the advanced workflows.
- Open the app →Free, in your browser, with no signup for the core workflow.
4 articles in this thread
Novus Learn · Aug 8, 2026
Where Novus Learn draws the line between your device and a server
An accountless app still has to decide what leaves the device. Here is the whole list of exceptions, why each one exists, and what it costs.
Novus Learn
Novus Learn · Aug 1, 2026
Career aptitude tests: what they can and cannot tell you
How to get real value from career aptitude and reasoning practice without letting a score decide anything it is not qualified to decide.
Field notes
Novus Learn · Jul 22, 2026
Follow the source, not the answer: reading with claim-level citations
Why a reader that shows its source and cites individual claims is more trustworthy than a generative answer box, and how disambiguation, a private local library, and no-account privacy support that.
Novus Learn
Novus Learn · Jul 16, 2026
Novus Learn launch: follow the source, see the connections
Why we built a source-grounded reading tool that shows provenance and per-claim citations instead of generating confident answers you cannot trace.
Novus Learn