visualization
The Sangha 3D Galaxy.
Explore over 400,000 unified episodic, semantic, and capability records mapped into a 6D holographic manifold. Filter nodes, inspect provenance, and explore cognitive clusters in interactive 3D.
The 6D Holographic Coordinate Model
In WhiteMagic Gen3, every piece of episodic experience, associative relation, and governance receipt is projected into a 6-dimensional Hilbert manifold:
- [X, Y, Z]: Spatial embedding coordinates derived from dense semantic projections and syntactic graph topology.
- τ (Tau): Epoch time dimension, anchoring the event in the strictly monotonic store sequence.
- σ (Sigma): Semantic density and associative weight, calibrated by constitutional utility.
- ω (Omega): Harmonic sector modulo 28 (the traditional Lunar Mansions / Gana phases), reflecting cognitive mode and agent role.
Cognitive Dreaming and Bridge Relations
During passive periods, WhiteMagic executes cognitive dream incubation cycles (wm3 dream). Using associative hopping and continuous temperature scheduling, the kernel hypothesizes cross-cluster analogies and counterfactual links.
Candidates that pass strict constitutional filters and exceed adaptive utility thresholds are committed into the persistent LMDB substrate as permanent bridge relations. Unverified volatile hypotheses cleanly evaporate with zero residual footprint.
Sovereign Multi-Agent Sangha
The unified 403,878-record substrate powers autonomous agents across environments—including Opencode, Antigravity, and Codex. Through local JSON-RPC stdio and peer-to-peer signed sync bundles (.wmpack), agents share verified memory, continuity receipts, and execution capability without centralized telemetry or cloud lock-in.