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Juan Huang

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#explainable ai Preprint Oct 2026

From Research Gaps to Theoretical Opportunities: Theory-Oriented GenAI for Research Opportunity Evaluation

A theory-oriented agentic AI system that helps researchers identify potential theorizing opportunities by incorporating established theorizing approaches into literature exploration and evaluation and demonstrates the system through an end-to-end analysis of human oversight of agentic AI systems in organizations.

Juan Huang, Shu-Tong Cao · 0 citations

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