AI RESEARCH
Position: Artificial Intelligence Needs Meta Intelligence -- the Case for Metacognitive AI
arXiv CS.AI
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ArXi:2605.15567v1 Announce Type: new This position paper argues for metacognition as a general design principle for creating accurate, secure, and efficient AI. The metacognitive solution involves systems monitoring their own states and judiciously allocating resources depending on each problem instance's difficulty or cost of mistakes.