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Israel Osuna Flores

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Open access Oct 2026

When AI becomes an intellectual intermediary: A situated correspondence framework linking epistemic responsibility, intellectual engagement, and independent capability in higher education

Generative artificial intelligence has unsettled a familiar educational inference: that the quality of an academic product is adequate evidence of the intellectual work performed by the student who submits it. This conceptual article develops the Situated Correspondence Framework, an analytical architecture that connec...

Mario Guadalupe López Ayala, Israel Osuna Flores · 0 citations

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