The document provides guidance for students to describe an AI application they created. It prompts them to provide information such as the name of the app and student, an overview of the app's architecture and how the AI interacts with it, descriptions and plots of their labeled data distribution and important features, how they trained their AI including metrics and analysis of different feature engineering steps, plans for improving the app, and a demo.