MIRROR applies cognitive principles of parallel processing, reconstructive synthesis, and complementary learning to AI, yielding 21% relative gains on multi-turn constraint-maintenance tasks across seven models with supporting ablations.
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MIRROR: Converging Cognitive Principles as Computational Mechanisms for AI Reasoning
MIRROR applies cognitive principles of parallel processing, reconstructive synthesis, and complementary learning to AI, yielding 21% relative gains on multi-turn constraint-maintenance tasks across seven models with supporting ablations.