← Rudi Jantos: prototype account · Curated demonstration. No live model or official research-project integration.
Independent concept for DVPS adoption, not an official DVPS product or connected model

ONE LESSON. MORE WAYS TO UNDERSTAND.

Make the
lesson click.

Connect what you hear with what you see.
Explore a science lesson in your language,
at your own pace.

Try a 2-minute lesson

No account · No live AI · Curated sample lesson

Illustrated mountain landscape: water rises from a lake, forms clouds, and returns as rain.
One cycle. Three perspectives.Read it. See it. Make sense of it.
FIELD NOTES / 001
THE WATER CYCLE

THE LEARNING SPACE

Where does the rain begin?

Follow water from the lake to the cloud, and back again.

Curated prototype
01 / YOUR LESSON MATERIAL2 sources
Water cycle diagramD1: sunlight supplies energy for evaporation from a lake. D2: water vapour cools and condenses into cloud droplets. D3: drops grow and fall as precipitation, returning water to the landscape.D1 · EvaporationD2 · CondensationD3 · Precipitation
Source D · Original educational schematic, not to scale. Active segment highlighted.

Narration transcript

00:00–00:20 / T1

Original sample lesson · written for this concept · no recorded audio

02 / FIND YOUR WAY IN

Let's make it clear.

Illustrative, prewritten explanation. No AI is running.

Connected to the lesson

03 / TRY AN EXAMPLE

A question worth asking.

Choose a guided question to see how an explanation could use both sources.

04 / CHECK YOUR UNDERSTANDING

Make the connection.

Local experiment signals & privacy

Counts on this device only, with no identity or free-text input. These are interaction signals, not proof of learning or demand. Activation means viewing an example and answering a knowledge check. Netlify may process routine hosting request logs; the demo sends no analytics events or feedback.

SMALL DEMO. A BIGGER QUESTION.

What if a lesson could
meet you halfway?

For science publishers and learning platforms, the opportunity is to make existing lessons easier to understand across languages and learning preferences.

This sample tests a possible experience. Whether it improves comprehension, reduces production work, or earns a paid pilot still needs evidence.

01

Start with owned content

A publisher supplies one rights-cleared lesson: narration, diagrams and learning objectives.

02

Keep the evidence visible

Connect an explanation to the actual transcript segment and diagram region. Let learners inspect the link.

03

Validate before scaling

Compare comprehension and editor effort with the current experience. Ask a buyer to sponsor a narrow pilot.

TRANSPARENT BY DESIGN

How it would connect
to a multimodal model

Today: curated prototype mode. Buttons select prewritten English or Italian explanations. Transcript–diagram links are manually authored. No uploaded content, speech recognition, visual reasoning, model API, or live generation.

  1. Prepare inputs. With permission, segment lesson audio/transcript and diagram images; retain timestamps and region IDs.
  2. Connect securely. Once a suitable model and access terms are verified, send context and learner preferences through a server-side adapter. Keep keys off the browser.
  3. Evaluate and review. Require source-linked responses, test scientific correctness and translation quality, and involve an editor. Show uncertainty and return to curated material when evidence is insufficient.
  4. Measure a pilot. Compare against text-only and current publisher workflows. Check quality, latency, cost and accessibility before rollout.

Future architecture only; no adapter is implemented. DVPS is a research inspiration, and any benefit depends on released capabilities, licensing, access and evaluation.

Research inspiration, with boundaries.

DVPS describes scientific tutoring and multilingual learning in its Language domain. At the research check on 15 October 2026, its model page announced a first model for December 2026 and its Hugging Face page listed no public models. This does not establish the availability of a public inference API.

All lesson text, translations, diagrams and landscape artwork are original illustrative materials created for this concept. The simplified lesson covers liquid-water evaporation, cloud formation and rain; it is not a complete treatment of the water cycle. English navigation is retained when Italian lesson content is selected.