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Tipawan Silwattananusarn

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#generative ai Open access Aug 2026

From Human-Guided to Generative Knowledge Discovery: A Reflexive Human-AI Ecology Framework for the Age of Generative AI

A theory-oriented framework that integrates KDD, knowledge-creation theory, human-AI collaboration, responsible generative AI, and epistemological reflection into a single-layered ecology is proposed.

Tipawan Silwattananusarn, Pachisa Kulkanjanapiban · 0 citations