HelpCoach asks students to name the help they need
HelpCoach prompts students to name what they do not know and ask for a hint or other specific help. In a study with 40 college programming students, the authors report more focused questions and better retention than with training given before the task. K-12 results are not known.
What the source reports
Jin and coauthors studied HelpCoach, a chat add-on that guides students as they ask AI for help. Instead of asking for a finished answer, a learner can name the gap and the kind of support needed, such as a hint. The study involved 40 college students learning web programming. Compared with help-seeking training before the task, the authors report more specific questions and better knowledge retention. That is a result in one college setting, not proof that a district should adopt the tool. Teachers would still need to test whether students can solve problems on their own after the help. Student data and tool access would also need review before any classroom use.
Original source
- Title
- HelpCoach: Scaffolding Targeted AI Help-Seeking During Problem-Solving
- Author
- Hyoungwook Jin, Weirui Peng, Jieun Han, Q. Vera Liao, Xu Wang
- Publication
- arXiv
- Date
- Thursday, September 24, 2026
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