Virgil / Cognitive systems program

AGI is not a text predictor.

Continuous state · Coordinated dynamics

Virgil investigates cognition as a contained dynamical system whose evolving internal geometry can settle into stable, discrete expression.

01 / Thesis

State first. Expression second.

The architecture separates the dynamics that form a thought from the interface that renders it communicable.

Instead of treating intelligence as a single pass through a token sequence, Virgil maintains nested coordinate spaces whose local regions evolve, interact, and converge through time.

Only after the active system becomes sufficiently stable is its state projected onto Soapstone, a compact topological surface that supports discrete readout.

02 / Field

A working geometry.

The field below is an interpretive instrument for the program’s central idea: global expression emerging from coordinated local motion.

03 / Architecture

From evolving state to stable expression.

01

Active family

Local windows select regions across nested state spaces and determine which dynamics can participate.

02

Gaze dynamics

Gradient, coupling, and advection terms move the active system toward coherent attractor assignments.

03

Commit gate

Velocity, ambiguity, and drift must remain below explicit thresholds before the state is frozen.

04

Expression surface

Soapstone projects the settled state onto a compact field and reads its topological cell structure.

04 / Instruments

Inspect the system directly.

Public tools expose different parts of the architecture rather than reducing the program to a chatbot interface.

Guided model

Architecture walkthrough

Follow the active family, gaze law, commit gate, projection, and expression stages.

Open ↗

Decoder instrument

Expression surface selector

Inspect field geometry, cell decomposition, topological charge, and discrete readout.

Open ↗

Live endpoint

Decoder dashboard

Submit text to the available endpoint and inspect its rendered expression surface.

Open ↗

05 / Record

The current papers.

Core-02

Recurrent Update Laws and Gaze Dynamics

Read ↗

Core-01

Topological Decoders for Complex-Valued Fields

Read ↗