Inspection of input points, unidirectional modulators, transformations, explicit absences, and cortical destinations.

Global view of zones, capacities, major and minor affinities, constructed structures, and local predictions.

Multiple coalitions remain active. Minorities, contradictions, and recursive assemblies are retained instead of using a simple argmax.

Illustration of the intended cycle, from the initial internal state to a possible write. Values and provenance shown here are scripted examples, not runtime observations.

Illustrates three separate paths: the distributed substrate, a human-readable observer projection, and a causal reentrant signal. The displayed state is sample data.

Intended workflow: duplicate, execute, compare and freeze or abandon a complete version without rewriting its parent. The tree and comparison below are illustrative, not an experiment history.