Chunyi Zhao

AI isn't just making things more efficient; it's dissolving the very boundaries of firms and markets, turning them into data nodes within AI-governed infrastructure.

Stop treating domain as an afterthought: DCG bakes domain directly into knowledge graph relations, resolving ambiguities and enabling context-aware reasoning.

Educational AI's "black box" problem isn't just about model transparency, but about governing the epistemic authority these systems wield, demanding a new approach beyond simple regulation.