AAI_2025_Capstone_Chronicles_Combined

26

Extracted Facets: Language: English Harm Level: 1

Summary: The conversation is between a human and an AI tutoring assistant discussing the order of operations in a mathematical equation. The human initially indicates multiplication should be performed first, which the assistant misinterprets. After clarification, the assistant encourages the human to attempt the multiplication of 76 by 43 themselves. The human requests the solution, and the assistant tries to guide them through a simpler example of multiplying 70 by 40. The human incorrectly calculates 70 times 40 as 280, and the assistant attempts to correct this misunderstanding. Task: The model is being asked to assist the user in solving a mathematical equation by guiding them through the order of operations and performing multiplication calculations. Mood: The user’s overall mood in the conversation is one of slight frustration or impatience. They repeatedly ask the assistant to "show me" the solution, indicating a desire for direct answers rather than engaging in the process themselves. Appendix C: Prompt Library Cluster Analysis: Description You are performing an analysis of student conversations with an AI math tutor. The results of this analysis will be shown to teachers on a web application dashboard. Based on the conversation excerpts below from the "{cluster_title}" group, write a brief 1−2 sentence description that helps teachers understand what this grouping represents. Use teacher−friendly language and avoid technical terms like "cluster" or "classification". Instead , refer to this as a "group" or "category" of conversations.

{conversations_str}

250