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Research

Operational Noncommutativity in Sequential Metacognitive Judgments

Metacognitive order-effects reveal non-commutative structure in human judgment, enabling testable distinctions between classical and quantum-like cognitive models.

Wednesday, April 8, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline

Metacognitive evaluations of cognitive processes typically depend on the order in which evaluations occur. This paper develops an operational framework to determine whether such order effects reflect classical state changes or reveal deeper structural non-commutativity. The authors demonstrate testable constraints that can distinguish between classical and non-classical explanations of sequential cognitive dependencies.

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