Novus Stream Solutions
LiveLive product. Search, source selection, and cited reading are active in production. Visual Studio is available with limited capacity, and private document upload is planned rather than live.

Novus Learn

Novus Learn is the source-grounded reading app in the Novus Stream Solutions portfolio. Its promise is "follow the source, see the connections": you search a topic, choose the intended Wikipedia edition or page, then read with source identity on every topic and citations attached to individual claims. It is deliberately not a generative answer engine — it does not use a paid AI model to write answers and it does not fabricate text. It presents official Wikipedia and Wikimedia content and keeps the path back to that source visible. Everything runs locally with no account and no tracking; a private local library saves topics on your device, and importing your own documents is planned rather than live.

Novus Learn workflow: search a topic, select the intended Wikipedia edition, and read with source identity and claim-level citations.
Contents
  1. 1.What Novus Learn does today
  2. 2.Search to source: the core loop
  3. 3.Source identity and claim-level citations
  4. 4.Visual Studio
  5. 5.Local library, privacy, and appearance
  6. 6.What's planned: private upload
  7. 7.How Novus Learn fits the portfolio

What Novus Learn does today

Novus Learn turns a question into reading you can trust by keeping the source in view the entire time. You start on Explore, type a topic, and see live Wikimedia search results. You pick the page you actually meant — the same search term often maps to several editions or several distinct subjects — and then read the topic with its source identity shown and citations attached to the claims within it.

The distinction that matters most is what Novus Learn does not do. It does not generate an answer, paraphrase a source into an unattributed summary, or invent citations. Reading stays anchored to official Wikipedia and Wikimedia material, so "where did this come from?" always has an answer you can click.

  • Search: live Wikimedia results as you type a topic on Explore.
  • Select: choose the intended Wikipedia edition and specific page (disambiguation is explicit, not guessed).
  • Inspect: read with source identity on the topic and claim-level citations you can follow back.
  • Save: keep topics in a private, on-device library with no account.

Search to source: the core loop

The reading loop is intentionally three clear steps. Search surfaces candidate topics from Wikimedia. Select resolves ambiguity — choosing which "Mercury," which edition, which exact page — so you never read the wrong article by accident. Inspect opens the topic with attribution and per-claim citations, which is where the "follow the source" habit pays off: a specific sentence links to the specific source behind it.

This is a different contract than an AI answer box. Instead of a single synthesized paragraph you have to take on faith, you get the actual source with its structure intact and a short path from any claim to its citation.

Animated Novus Learn flow: a search query resolves to a chosen Wikipedia edition, then a topic whose claims light up with citation links.
Search, choose the intended page, then read each claim back to its citation.

Source identity and claim-level citations

Every topic carries its source identity: which Wikipedia edition and page you are reading, shown rather than buried. Within a topic, citations attach to claims so verification is granular — you check a statement, not a whole article at once. This is the mechanism that makes Novus Learn a research aid instead of a summarizer.

Because the content is official Wikimedia material, the citations lead to the same references the encyclopedia uses. Novus Learn adds the reading experience and the connections between topics; it does not replace or rewrite the underlying sources.

Visual Studio

Visual Studio (/visuals) produces visuals that "earn their shape from the source" — the structure of a visual is derived from the material rather than invented for decoration. It is available today with limited capacity while it expands, so treat it as a real but capacity-constrained feature rather than an always-on guarantee.

The same source-grounded principle applies: a visual should trace back to what the source actually says, which is why Visual Studio is rolled out carefully instead of promised at unlimited scale.

Local library, privacy, and appearance

Novus Learn is local-first. You can save topics to a library that lives in your browser, return to them later, and remove them — all without an account and without tracking. Nothing about your reading needs to leave your device for the core experience to work.

Appearance controls cover theme, motion, and accessibility, so you can set a comfortable, readable environment. Reduced-motion and accessibility options are treated as first-class settings rather than afterthoughts.

  • Local library: save, revisit, and remove topics on your device.
  • No account, no tracking: the core reading experience needs neither.
  • Appearance: theme, motion, and accessibility controls.

What's planned: private upload

Importing your own documents to read with the same source-grounded tooling — the /upload surface — is planned and not yet live. We describe it as planned deliberately: representing a coming feature as if it already worked would contradict the whole point of an app built around honest sourcing.

As upload and other capabilities become real, the live app, this documentation, and the tool map will expand together, the same way the rest of the portfolio ships features only once they genuinely work.

How Novus Learn fits the portfolio

Novus Learn is the fifth live Novus app. NSS Background Remover handles image cutouts and editing, Novus Visualizers handles creator video, Novus PDF Studio handles PDF forms, Novus Convert handles file conversion, and Novus Learn handles source-grounded reading and research. Each app keeps its core job free and uses the browser when local processing is the right architecture.

Open learn.novusstreamsolutions.com to use the app. The current working inventory is mapped at Tool maps, the first complete walkthrough is Getting started with Novus Learn: from search to source, and the launch story is Novus Learn launch: follow the source, see the connections.

Frequently asked questions

Quick answers to common questions about this topic.

Does Novus Learn use AI to write answers?

No. Novus Learn is source-grounded: it presents official Wikipedia and Wikimedia content with source identity and claim-level citations. It does not use a paid AI model to generate or paraphrase answers, and it does not fabricate citations.

Do I need an account?

No. The core search-to-source reading experience needs no account and no sign-in. A private library saves topics locally in your browser.

What is Visual Studio?

Visual Studio (/visuals) creates source-grounded visuals whose shape comes from the material. It is live today with limited capacity while it expands.

Can I upload my own documents?

Not yet. Private document upload (/upload) is planned rather than live. When it ships, the app, documentation, and tool map will be updated together.