The reporter learned that Pan Jianfeng, chief scientist and senior vice president of 360 Group, presented research results related to the metacognitive model at the 2026 Wuzhen Summit of the World Internet Conference. The model targets general tasks. By modeling the task environment, empirical knowledge, action logic, and state changes, the model helps the big model understand task conditions, determine action paths, assist in decision-making, and test execution results, and provides technical support for AI to move from “capable generation” to “reliable execution.”

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