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Image-generating AI, which allows users to create images from text, is increasingly used to produce visual content. Despite its advancements, cultural biases in AI-generated images have raised significant concerns. While much research has…

Human-Computer Interaction · Computer Science 2025-04-08 Xingyu Lan , Jiaxi An , Yisu Guo , Chiyou Tong , Xintong Cai , Jun Zhang

Our research investigates the impact of Generative Artificial Intelligence (GAI) models, specifically text-to-image generators (T2Is), on the representation of non-Western cultures, with a focus on Indian contexts. Despite the…

Computers and Society · Computer Science 2024-08-06 Sourojit Ghosh , Pranav Narayanan Venkit , Sanjana Gautam , Shomir Wilson , Aylin Caliskan

This paper presents a community-centered study of cultural limitations of text-to-image (T2I) models in the South Asian context. We theorize these failures using scholarship on dominant media regimes of representations and locate them…

Computers and Society · Computer Science 2024-03-14 Rida Qadri , Renee Shelby , Cynthia L. Bennett , Remi Denton

This paper investigates how popular text-to-image (T2I) models, DALL-E 3 and Gemini 3 Pro Preview, depict people from 206 nationalities when prompted to generate images of individuals engaging in common everyday activities. Five scenarios…

Computer Vision and Pattern Recognition · Computer Science 2026-04-14 Abdulkareem Alsudais

Generative AI does not only replicate human creativity but also reproduces deep-seated cultural biases, making it crucial to critically examine how concepts like ugliness are understood and expressed by these tools. This study investigates…

Human-Computer Interaction · Computer Science 2025-07-17 Garyoung Kim , Huisung Kwon , Seoju Yun , Yu-Won Youn

In this study, I investigate how generative artificial intelligence (AI) systems reproduce and reinforce societal biases, with a specific focus on the representation of women, Black individuals, age groups, and people with visible…

Artificial Intelligence · Computer Science 2026-04-29 Ayoob Sadeghiani

Most social media users come from the Global South, where harmful content usually appears in local languages. Yet, AI-driven moderation systems struggle with low-resource languages spoken in these regions. Through semi-structured interviews…

Computation and Language · Computer Science 2025-08-06 Farhana Shahid , Mona Elswah , Aditya Vashistha

The ethical implications and social impacts of artificial intelligence have become topics of compelling interest to industry, researchers in academia, and the public. However, current analyses of AI in a global context are biased toward…

Computers and Society · Computer Science 2019-07-19 Alexa Hagerty , Igor Rubinov

Social media has exacerbated the promotion of Western beauty norms, leading to negative self-image, particularly in women and girls, and causing harm such as body dysmorphia. Increasingly content on the internet has been artificially…

Computer Vision and Pattern Recognition · Computer Science 2025-11-06 Tanvi Dinkar , Aiqi Jiang , Gavin Abercrombie , Ioannis Konstas

The unprecedented photorealistic results achieved by recent text-to-image generative systems and their increasing use as plug-and-play content creation solutions make it crucial to understand their potential biases. In this work, we…

Computer Vision and Pattern Recognition · Computer Science 2024-03-19 Melissa Hall , Candace Ross , Adina Williams , Nicolas Carion , Michal Drozdzal , Adriana Romero Soriano

Rapid progress in text-to-image generative models coupled with their deployment for visual content creation has magnified the importance of thoroughly evaluating their performance and identifying potential biases. In pursuit of models that…

Computer Vision and Pattern Recognition · Computer Science 2024-05-08 Melissa Hall , Samuel J. Bell , Candace Ross , Adina Williams , Michal Drozdzal , Adriana Romero Soriano

Despite the global deployment of text-to-image (T2I) models, their safety frameworks are largely calibrated to a Western-centric default, creating significant vulnerabilities for the rest of the world. To embrace cultural pluralism and…

This study investigates the extent to which contemporary Text-to-Image artificial intelligence (AI) models perpetuate gender stereotypes and cultural inaccuracies when generating depictions of professionals in Saudi Arabia. We analyzed…

Computer Vision and Pattern Recognition · Computer Science 2025-09-29 Khaloud S. AlKhalifah , Malak Mashaabi , Hend Al-Khalifa

Discussions surrounding Artificial General Intelligence have largely focused on technical feasibility, timelines, and existential risk, often treating its social impact as being the same across different populations. Less attention has been…

Computers and Society · Computer Science 2026-03-04 L. Julián Lechuga López , Luis Lara

Generative AI tools are widely used by youth and have introduced new privacy and safety challenges. While prior research has explored youth's safety in GenAI within western context, it often overlooks the cultural, religious, and social…

Human-Computer Interaction · Computer Science 2026-04-30 Aljawharah Alzahrani , Tory Park , Tanusree Sharma

Generative image models produce striking visuals yet often misrepresent culture. Prior work has examined cultural bias mainly in text-to-image (T2I) systems, leaving image-to-image (I2I) editors underexplored. We bridge this gap with a…

Computer Vision and Pattern Recognition · Computer Science 2026-03-18 Huichan Seo , Sieun Choi , Minki Hong , Yi Zhou , Junseo Kim , Lukman Ismaila , Naome Etori , Mehul Agarwal , Zhixuan Liu , Jihie Kim , Jean Oh

The Global South faces unique challenges in achieving digital inclusion due to a heavy reliance on mobile devices for internet access and the prevalence of slow or unreliable networks. While numerous studies have investigated web…

Software Engineering · Computer Science 2025-01-29 Masudul Hasan Masud Bhuiyan , Matteo Varvello , Cristian-Alexandru Staicu , Yasir Zaki

This study analyzed images generated by three popular generative artificial intelligence (AI) tools - Midjourney, Stable Diffusion, and DALLE 2 - representing various occupations to investigate potential bias in AI generators. Our analysis…

General Economics · Economics 2024-03-06 Mi Zhou , Vibhanshu Abhishek , Timothy Derdenger , Jaymo Kim , Kannan Srinivasan

Over a billion users globally interact with AI systems engineered to mimic human traits. This development raises concerns that anthropomorphism, the attribution of human characteristics to AI, may foster over-reliance and misplaced trust.…

Artificial Intelligence · Computer Science 2026-02-24 Robin Schimmelpfennig , Mark Díaz , Vinodkumar Prabhakaran , Aida Davani

In this paper, we present a case study exploring the potential use of Generative Artificial Intelligence (GAI) to address the real-world need of making the design of embroiderable art patterns more accessible. Through an auto-ethnographic…

Human-Computer Interaction · Computer Science 2025-10-21 Kate Glazko , Anika Arugunta , Janelle Chan , Nancy Jimenez-Garcia , Tashfia Sharmin , Jennifer Mankoff
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