Why you get lost in your own knowledge graph, what wayfinding research says about it, and how Knogra's Helicopter view fixes it: one automatically built map per concept in which every connection keeps the same direction everywhere, so that moving from idea to idea never turns the map and what you came from is always behind you.
Eleven minutes of unedited screen recording, played at double speed: a graph of stochastic calculus built from nothing, every node proposed by the AI assistant, with equations, scene changes, layout work, and a conversation about what belongs in Itô's Lemma. No narration, no script, no cuts.
A line between two concepts says they are related, and nothing else. Give the line a direction and a type and it becomes a sentence. Why every taxonomy is built on two relationships, why naming the relationship is where the thinking happens, and how to make Knogra's AI assistant work in your vocabulary of relationships rather than in vague 'related to'.
Every 'bring your own' is the same trade — bottle, device, and now key. What an API key is, how it's actually paid for, the four kinds of AI app and which ones ask for one, the difference between a key from the model maker and one from an aggregator, and what a single request looks like start to finish.
A series of short, beginner-friendly video tutorials. Start from an empty canvas and learn the handful of moves that everything else in Knogra is built on.
A chain is too rigid, a web of everything is unreadable. What memory research says about the shape a knowledge structure should have — and where the edges belong.
A student tries to map an entire calculus course as one diagram. Mermaid gives them a hairball. Here's what happens when you feed the same diagram to Knogra.