New Feature
Introducing

YouTube
Garden

✦

Submit a video. Receive not a summary but seeds —
questions that open into conversation, concepts that
take root in your community's knowledge graph.

The Garden transforms what a video touches into what a community can think with. One submission. Five stages. A living discussion that grows long after the video ends.

How it works

From sowing to first bloom

1 🌱
Sow — submit with intention

Paste a YouTube URL and write a short note: why does this video matter to your community? What territory does it open? The framing you provide shapes what the Garden grows.

2 💧
Water — transcript retrieved

The full spoken transcript is fetched and stripped of timestamps — ready to be read as language. No video processing, no media storage. Just the words, prepared for thought.

youtube-transcript.io
3 ☀️
Light — analysis, not summary

Claude Sonnet reads the transcript alongside your note. It does not summarise. It generates three to five conversation starters — open questions grounded in what the video touches, pointing outward toward territory yet unexplored.

Claude Sonnet
4 🌿
Root — concepts enter the graph

Key concepts and relationships are extracted and written into the Neo4j knowledge graph. Concepts shared across multiple videos converge to the same node. A shared vocabulary grows — commons, not collection.

Neo4j graph
5 🌸
Bloom — a discussion opens

The conversation starters are seeded into a Confabula conference as a new Item, opened by a Response that contains the questions. From here the community takes over. The Garden has done its work. The conversation begins.

"A conversation starter
opens territory.
A summary closes it." — The Confabula approach

Confabula is built on the premise that knowledge is something communities grow together, not something transmitted from source to reader. The YouTube Garden expresses this directly.

When you submit a video, the pipeline doesn't ask what the video said. It asks what the video makes possible to think about. That distinction is the whole point.

Over time, as more videos are submitted, concepts converge in the graph — building a shared vocabulary that reflects the community's actual inquiry, not any single author's taxonomy. The garden becomes a commons.

What gets built

Three new nodes in the knowledge commons

:Source
◈
Source node

Every submitted video becomes a permanent Source node, carrying full provenance — who submitted it, when, and why. The origin of every idea is preserved and traceable.

:Concept
◉
Concept nodes

Concepts extracted from transcripts accumulate across videos. When the same idea surfaces in two different sources, it maps to the same node — the commons grows a shared vocabulary organically.

:Item
◎
Seeded discussion

Each video seeds a live Confabula Item — a discussion thread opened by the generated starters. The graph and the conversation are linked; provenance runs in both directions.

Example output

What the Garden produces

Submitted: a lecture on ocean literacy and indigenous coastal knowledge. The Garden returns not a synopsis but an opening.

Conversation starters generated
  • If ocean literacy begins with relationship rather than facts, what does that change about how we assess whether someone is ocean literate?
  • The speaker distinguishes between knowledge of the ocean and knowledge with the ocean — where else do you see that distinction drawn, and where do you see it collapsed?
  • What would a curriculum look like that begins with a fisher's knowledge and allows scientific vocabulary to follow rather than lead?
  • Essential Principle 6 says humans and the ocean are inextricably interconnected — which word in that sentence carries the most weight, and why?

These questions open into the conference. The video, its transcript, and the concepts extracted from it remain in the graph — traceable from any response that follows.