%0 Journal Article %T ALGORITHM FOR SUPPORTING INDIVIDUAL KNOWLEDGE TESTING BASED ON A GENERATIVE ARTIFICIAL INTELLIGENCE SYSTEM %A Kotsyuba, I.Y. %A Layok, O.V. %A Valdayceva, M.V. %K quality of education, artificial intelligence, Large Language Models, prompt, counterfactual analysis, latent signs, grammar test, counterfactual algorithm, model sensitivity, test generation %J Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia» %D 2026 %N 2026 %P 12 %I Saint-Petersburg University of State Fire Service of Emercom of Russia