A teaser
What if one concept could be explored fifteen ways?
The problem
Most learning tools present knowledge one way.
But a map, a timeline, and a Socratic question tree each teach the same idea
to a different part of the mind.
The idea
Knowledge Exploring: how you present shapes
what is learned.
So we built an engine that renders any concept in many forms — and watches what
the learner does with each.
The central abstraction
15
KE formats, in 3 cognitive categories, over one shared engine — the whole
library is keyed to a single list of formats.
How it works
Four stages, one pipeline.
Generate→
Render→
Track→
Analyze
Configure a concept, render an interactive exploration, stream every
interaction, then interpret it.
Why it holds together
One gateway for every model call
Schema-constrained generation per format
Standard xAPI behavior, not a private log
What it does
Generates & caches exploration variants
Renders 15 interactive templates + an AI assistant
Embeds anywhere by iframe; swaps providers by one env var
The palette
Three ways of thinking, fifteen ways to explore.
Linear & Sequential
Visual & Network
Adaptive & Pedagogical
What changes
Author once. Serve a whole class
many.
A variant-pool cache gives every learner a fresh take on the same concept —
and every interaction becomes research-ready data.
Built for
Educators · Students · Researchers.
Knowledge Explorer
AI-powered learning, fifteen ways.