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Process & Findings

Inside the Investigation

How does AI represent cultural identity, and what patterns emerge when we compare images generated across different locations and ages? In this investigation, I used AI-generated images to explore how visual representations of identity vary-or unexpectedly remain similar-and considered what those patterns reveal about AI as a tool for visual art education. 

The Investigation

Explore the images, patterns, and questions that emerged as I investigated AI-generated representations of cultural identity.

Supporting Materials

These materials document my investigation process, image comparisons and the thin

Investigation Notes

Images Side by Side

Investigation Script

Critical AI Investigation: Completed Template & Recording Plan

Copyright and Licensing — Product 04 © 2026 Stephanie Kirk. My original contributions to this Critical AI Investigation are licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND 4.0). This license applies only to my original contributions to this investigation. Third-party materials, templates, and AI-generated content may be subject to different terms. See the investigation document for detailed image attributions.

© 2026 by Stephanie Kirk | Pixels N Praxis. All rights reserved.

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AI Disclosure: Generative AI tools were used in the development of some content on this site.

All ideas, reflections, and final decisions are my own.

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