Kernel
Formal infrastructure for complex urban systems.
A governed core for urban cognition, continuity and structural traceability.
Structural agnosticism
Semantic abstraction and normalization
The kernel is source-agnostic: heterogeneous signals are normalized into a common structural representation.
Dynamic stability
City as an equilibrium system
The kernel evaluates impact on system balance and avoids overreacting to transient noise.
Explicit inference
Auditable decisions
Structural decisions are explainable through explicit rules, thresholds and contextual conditions.