Dmitrii Korobeinikov

Position: Artificial Intelligence Needs Meta Intelligence - the Case for Metacognitive AI

This position paper argues for metacognition as a general design principle for creating more 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 mis…