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Researchers have proposed the Mirrorhall Coherence Engine (MCE), a novel model designed to foster stable recursive reasoning in artificial intelligence. Drawing inspiration from human cognitive processes, the MCE outlines a four-stage cycle: Scatter (Refraction), Reflection (Echo), Corridor (Directed Recursion), and Silence (Termination). This cyclical structure facilitates exploration while maintaining order, and promotes successful completion of recursive tasks. The developers believe MCE has potential applications spanning creative content generation, complex analytical problem-solving, and even contributing to AI alignment efforts. Further details are available in a Reddit post: https://old.reddit.com/r/artificial/comments/1mz1ih0/the_mirrorhall_coherence_engine_a_humaninspired/.