What Is a Knowledge Graph

A note is a node. A link between notes is an edge. Together they form a graph.

How an Expert Thinks

Experts don't think in straight lines. One idea pulls in another, which pulls in a third. A client's question triggers a dozen related concepts, examples, and edge cases all at once.

Books, courses, and channels are linear formats. An author has to simplify: pick one thread and pull it from start to finish. Everything else gets lost.

A graph preserves those connections.

An Example

An article about investing mentions "diversification." In linear text, the author either stops to explain the term (breaking the flow) or assumes the reader already knows it.

In a graph, there's a link to a dedicated note. The reader jumps over, gets the context, and comes back. Or keeps going: diversification → asset correlation → Markowitz portfolio theory.

Each reader finds their own path through the graph. A beginner works through the fundamentals. An expert skips straight to what's new.

You're Not Publishing Pages — You're Publishing a Graph

A single page with no connections is just text. Value emerges when pages are linked to each other. The reader sees not an article, but a system of knowledge.

The more connections, the more valuable each note becomes. A new note strengthens the old ones; old notes give context to the new.