“TEACHER–AI DIALOGIC COLLABORATION AS A PEDAGOGICAL PARADIGM: MECHANISMS FOR INTEGRATING GENERATIVE ARTIFICIAL INTELLIGENCE INTO ADAPTIVE INSTRUCTIONAL DESIGN”. Modern American Journal of Linguistics, Education, and Pedagogy, vol. 2, no. 6, June 2026, pp. 1-12, https://usajournals.org/index.php/6/article/view/2414.