US US20260236702A1
[0000] A system and method for cognitive processing maintain a geometric representation of knowledge divided into three regions: an active region where reasoning occurs, an irreversible region storing consolidated knowledge, and a boundary region mediating exchange between them. A conservation law governs how representational complexity flows among these regions, ensuring that complexity is redistributed rather than created or destroyed during processing. Four exchange pathways regulate this flow: consolidation transfers knowledge from active to irreversible storage, restructuring reorganizes knowledge within the active region, boundary accumulation strengthens the protective barrier around consolidated knowledge, and reflux returns consolidated knowledge to active processing when revision is warranted. Revising consolidated knowledge requires substantially more energy than consolidating it, providing stability against casual perturbation. The system detects unreliable reasoning conditions as specific violations of these exchange dynamics, identifying four distinct failure modes including barrier penetration, concealment of evidential inconsistency, premature consolidation, and exchange channel stagnation.
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