Deterministic toy demo of a layered weak-signal sensing architecture for low-altitude small-drone style anomaly detection using synthetic data. Simulation-oriented proof-of-behavior companion to PaperBridge1.

Foundational architectural papers for the Spanda Engine: constraint-grounded dimensional inference, stratified time-scaled memory, and reference-shift multi-agent dynamics. Defines non-omniscient, bounded-adaptation AI systems with measurable stability criteria and simulation-ready formalisms.