Thinking Machines: A Dual-System Framework for Metacognitive Control and Learning

A foundational challenge for artificial intelligence is not whether machines can solve welldefined tasks, but whether they can adapt across novel and open-ended domains. Biological systems achieve such adaptivity by coupling fast sensorimotor control