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THE MAP OF KNOWLEDGE

Public knowledge, as geometry.

Explore public embeddings in 2D and 3D — then put yourself on the map with a timed exploratory dialog or a timed exercise (both require thinking aloud). The science

EMBEDDING SPACE (2D/3D projections)

Projecting public embedding space…

Regions

Grouped by workspace — expand a field, then toggle expert regions.

  • No public regions yet.
ANONYMOUS PLACEMENT

Put yourself on the map

Place yourself on the Map of Knowledge by running a short timed session on a public workspace. Choose a timed exploratory dialog (interactive LLM-powered dialog) or a timed exercise without dialog (solo monolog). In both cases you still think aloud — then you appear on the map after you practice.

…

Anonymous guest sessions are scoped to the public workspace you choose. Display name is local chrome only — map identity is a guest subject UUID.

Interactive LLM-powered DialogTimed ExplorationA timed exploratory dialog — light and quick. You still think aloud; Helios keeps the conversation going as you show what you know.

Session length

Solo monologTimed DrillA timed exercise without dialog — more complex, solo work. You still think aloud as you work through and submit your solution.

Session length

Mint a link, think aloud in the session, then appear on the map.
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