CONCEPTUAL FOUNDATIONS FOR THE INTEGRATION OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES INTO RESEARCH AND PROJECT ACTIVITIES OF MASTER’S STUDENTS
Author(s): Zabikhullin F.Z.
Rubric: Educational environment
DOI: 10.21777/2500-2112-2026-3-18-30
Release: 2026-3 (56)
Pages: 18-30
Keywords: artificial intelligence, master’s programs, scientific autonomy, academic agency, research activities, virtualiza- tion of consciousness, professional education, digital competencies
Annotation: The article examines the integration of artificial intelligence technologies into the research and project-based activities of master’s students. AI is interpreted as an automated cognitive toolset that requires the systematization of its functional spectrum to ensure balanced application. The conceptual foundation of the study rests on the categories of “scientific autonomy” and “academic subjectivity,” which are introduced into pedagogical discourse. The phenomenon of the virtualization of consciousness is explored, with a focus on the induced changes in the cognitive domain. The risks of cognitive outsourcing, attention fragmentation, and the contextual conditioning of consciousness are identified as factors that erode the researcher’s competencies. It is demonstrated that the weakening of natural cognitive skills leads to the deformation of competency structures, understood as a holistic system of the master’s student’s research, digital, and methodological competencies. An approach to preserving students’ scientific autonomy is conceptualized through the development of a new type of academic subjectivity within professional education. This approach to safeguarding research autonomy aims to achieve a systemic balance within competency structures and is grounded in the coordinated transformation of diverse competencies along a unified trajectory: from the technical execution of tasks toward the reflective management of cognitive tools.
Bibliography: Zabikhullin F.Z. CONCEPTUAL FOUNDATIONS FOR THE INTEGRATION OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES INTO RESEARCH AND PROJECT ACTIVITIES OF MASTER’S STUDENTS // Education Resources and Technologies. – 2026. – № 3 (56). – С. 18-30. doi: 10.21777/2500-2112-2026-3-18-30