Publication

Mind the trust gap: Identifying (mis)alignments in teacher-student views toward control and agency in K-12 classroom AI

Tomohiro Nagashima, Lisa Siegrist, Niklas Scholz, Shintaro Sato, Martina Vincoli, Man Su

ACM CSCW2026 · 2026

@inproceedings{nagashima2026mind,
  title     = {Mind the trust gap: Identifying (mis)alignments in teacher-student views toward control and agency in K-12 classroom AI},
  author    = {Tomohiro Nagashima and Lisa Siegrist and Niklas Scholz and Shintaro Sato and Martina Vincoli and Man Su},
  booktitle = {ACM CSCW2026},
  year      = {2026},
  doi       = {10.1145/3816972},
}

Abstract

As Artificial Intelligence (AI)-based technologies have been integrated into school classrooms where multiple stakeholders (with different roles) interact with each other, it is critical to deeply understand stakeholder views in the classroom. In particular, prior work has not fully uncovered how teachers’ and school students’ views might or might not align well with each other, especially in K-12 classrooms. We conducted a speed-dating study using storyboards with 16 school students and 15 school teachers in Germany to investigate alignments and misalignments between their views on student-AI decision-making control in K-12 classroom. Through an explicit pair-matching analysis, we found that students and teachers had misaligned views on several key topics, including how much they trust AI and social and emotional aspects of student learning with AI. Findings also revealed the importance of teacher-student relationships outside of AI use that shape stakeholders’ views and interactions. We discuss potential reasons for the observed misaligned views and strategies to fill the perspective gaps. This study illustrates the complexities of preferences in teacher-student-AI interactions that depend on the dynamic relations among the stakeholders.