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R. Sidorchuk

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Review Open access Sep 2026

Generative AI as the second wave of cognitive externalization

Purpose : to clarify the theoretical and methodological grounds for interpreting generative artificial intelligence (GenAI) as the second wave of cognitive externalization and to reveal the organizational and economic and marketing consequences of this process. Methods : the study is designed as a systematized...

R. Sidorchuk · 0 citations
Review Open access Aug 2026

Cognitive Externalization and Generative AI in Higher Education

It is concluded that the integration of GenAI into university education requires reconsideration of teaching tools, criteria for validating learning outcomes, and institutional foundations of academic responsibility.

R. Sidorchuk · 0 citations

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