AAI_2025_Capstone_Chronicles_Combined

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Provide only the description, no additional text.

Cluster Analysis: Analysis

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 detailed 1−2 paragraph analysis that helps teachers understand this grouping. 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}

Provide only the analysis with no additional text.

LLM-as-Classifier: Label Generation

You will be provided with a list of conversations between a student and an AI math tutor. You will also be provided with a list of classifications for these conversations, focusing on the task involved. Review the list of conversations and classifications and evaluate whether all conversations fit into the existing classifications. If no new classifications are needed, return an empty list. If new classifications are needed, generate a list of new labels based on the conversations and classifications.

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