AnyonicLabs

Research surfaces for Holon inference, Hamiltonian reduction, and edge language systems.

The lab site is intentionally spare. It tracks methods, technical notes, runtime interfaces, and deployment direction for the geometry-first stack behind StrangeCompute.

Research Programs StrangeCompute

Current Scope

Holon runtime and artifact councils

Hamiltonian Factory reduction pipeline

Edge deployment and Rust/Burn migration

Research Programs

Core tracks

Holon Gauge Runtime

Gauge-equivariant low-dimensional memory projected into language-capable high-dimensional thought space for inference, training, and export.

Read note

Anyonic Hamiltonian Factory

A reduction surface for turning living data into structured Hamiltonian and anyonic statistics while preserving geometric continuity with the language runtime.

Read note

Edge LLM Systems

Smaller-footprint heads, embeddings, and artifact councils for local or constrained deployment without dependence on full monolithic checkpoints.

Read note

Technical Notes

Working documents, not filler publications

Research Memorandum · 2026

Hamiltonian Factory Notes: Gauge Reduction for Living Data

Deployment Note · 2026

Edge Deployment Without Full Base-Model Dependency

Internal Technical Note · 2026

Holon Gauge Runtime: Artifact-Centric Language Inference

Lab Activity

Recent implementation passes

2/24/2026

Factory + Runtime Integration Pass

The language runtime and Hamiltonian Factory were reframed as two surfaces of the same geometry-first system.

2/23/2026

Holon Display Demo Surface

User and operator interfaces were split into separate demo and admin paths, with cinematic telemetry and live model controls.