This study examines how a teacher-designed AI tool that challenges students’ reasoning through probing questions develops Japanese high school students’ argumentation skills and awareness in L2 writing. Drawing on the Toulmin model and integrated debate activities, results show significant improvements in argumentation awareness and writing quality.
