“Researchers propose that metacognition—how AI systems monitor their own reasoning—may exhibit quantum-like non-commutative properties where the sequence of evaluations matters inherently, not just superficially. This challenges classical assumptions about AI self-reflection and could reshape how we design systems that need to reason about their own reasoning processes.”