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Explore synthetic metacognition approaches for managing tactical complexity in this 18-minute keynote presentation delivered by Bonnie Johnson from the Naval Postgraduate School at the METACOG-25 conference. Delve into advanced artificial intelligence concepts that bridge symbolic reasoning and neural approaches to address complex tactical decision-making scenarios. Learn how metacognitive systems can be designed to handle intricate tactical situations by developing self-awareness and adaptive reasoning capabilities. Discover the intersection of logic programming and deep learning methodologies as they apply to tactical complexity management. Gain insights into cutting-edge research that contributes to the broader goals of artificial general intelligence development, with particular focus on how synthetic systems can monitor and regulate their own cognitive processes in high-stakes tactical environments.
