Projects

Research that ships

Products launched under the Institute's name, scoped like papers: a target, a date, a public write-up.

Featured · HorusInterpretability instrument

Paste any text. See its features.

Phase 1 · Static viewergithub.com/Danhelo/horus →
Trajectory · token by tokentoken 1 / 9
Perception / sight
Sacred, ritual register
Revelation, disclosure
Sentence boundary
Egyptian mythology

Each token lights the features it activates. Illustrative trace.

The graph

A 3D hypergraph of 50,000+ SAE features at 60 fps. Position encodes meaning.

The mixer

Turn up nostalgia, turn down formality, watch the text regenerate.

The trajectory

Text as a path through feature space, lit one token at a time.

The flow

Observe, intervene, observe.

Gemma-2-2B · Neuronpedia SAE features, steering, circuit tracingReact Three Fiber · Hono · SQLiteMIT license
All projects
1 project
ProjectWhat it doesStageStatus
HorusNavigate and steer the feature space of a language model. Paste text, see its fingerprint, turn the dials.Phase 1 · Static viewerBuilding
To propose a project: bring a target venue, a date, and a first write-up to a general meeting.
What the Institute provides

Compute, API credits, a mentor per project, internal review, a public record.

What a project owes

A target, a date, weekly hours, public process notes, responsible disclosure.

For partners and investors

Inquiries go to the Director. Registered student organization; no dues.