Tool & Setup

Recommended Tool: Google Forms or Microsoft Forms

AI Work Log Teacher's Guide

What Is an AI Work Log?

An AI Work Log is a structured reflection tool (typically a Google Form or document) that students complete while or immediately after using AI tools in their assignments. It makes students' thinking visible, documents their creative process, and builds critical AI literacy skills by prompting metacognition about human-AI collaboration.

Key Purpose: Students don't just use AI—they reflect on how they used it, what decisions they made, and what role their own knowledge and judgment played.

Why Use AI Work Logs?

Benefits for Students:

• Develops metacognition about their learning process

• Clarifies the division of labor between human expertise and AI assistance

• Builds responsibility for verifying AI outputs

• Prevents "AI did it all" mindset

• Documents iteration and refinement (showing their thinking process)

Benefits for Teachers:

• Evidence of learning beyond the final product

• Insight into student thinking and problem-solving

• Data on AI literacy development

• Formative assessment of content knowledge application

• Documentation for grading the process, not just the product

Example Assignments

AI Disclosure: Portions of this resource were created with assistance from AI tools including ChatGPT, Claude, Google Gemini, Adobe Express, Google AI Studio, and/or Suno. All prompts, instructional design, curation decisions, and pedagogical frameworks are original work by the author.