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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.