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Artificial intelligence (AI) is everywhere, with many children having increased exposure to AI technologies in daily life. We aimed to understand middle school girls' (a group often excluded group in tech) perceptions and knowledge gaps…

Human-Computer Interaction · Computer Science 2023-02-28 Jaemarie Solyst , Alexis Axon , Angela E. B. Stewart , Motahhare Eslami , Amy Ogan

Understanding how children design and what they value in AI interfaces that allow them to explicitly train their models such as teachable machines, could help increase such activities' impact and guide the design of future technologies. In…

Human-Computer Interaction · Computer Science 2023-09-28 Utkarsh Dwivedi , Salma Elsayed-ali , Elizabeth Bonsignore , Hernisa Kacorri

Research on children and youth's participation in different roles in the design of technologies is one of the core contributions in child-computer interaction studies. Building on this work, we situate youth as advisors to a group of high…

Human-Computer Interaction · Computer Science 2025-04-14 Daniel J. Noh , Deborah A. Fields , Luis Morales-Navarro , Alexis Cabrera-Sutch , Yasmin B. Kafai , Danaé Metaxa

This study investigates how high school-aged youth engage in algorithm auditing to identify and understand biases in artificial intelligence and machine learning (AI/ML) tools they encounter daily. With AI/ML technologies being increasingly…

Human-Computer Interaction · Computer Science 2025-08-11 Luis Morales-Navarro , Michelle Gan , Evelyn Yu , Lauren Vogelstein , Yasmin B. Kafai , Danaé Metaxa

As generative AI (GenAI) emerges as a transformative force, clear understanding of high school students' perspectives is essential for GenAI's meaningful integration in high school environments. In this work, we draw insights from a…

Human-Computer Interaction · Computer Science 2025-06-25 Isabella Pu , Prerna Ravi , Linh Dieu Dinh , Chelsea Joe , Caitlin Ogoe , Zixuan Li , Cynthia Breazeal , Anastasia K. Ostrowski

Generative AI (GenAI) tools are radically expanding the scope and capability of automation in knowledge work such as academic research. While promising for augmenting cognition and streamlining processes, AI-assisted research tools may also…

Human-Computer Interaction · Computer Science 2025-04-22 Runlong Ye , Matthew Varona , Oliver Huang , Patrick Yung Kang Lee , Michael Liut , Carolina Nobre

Emphasizing problem formulation in AI literacy activities with children is vital, yet we lack empirical studies on their structure and affordances. We propose that participatory design involving teachable machines facilitates problem…

Human-Computer Interaction · Computer Science 2024-03-01 Utkarsh Dwivedi , Salma Elsayed-Ali , Elizabeth Bonsignore , Hernisa Kacorri

Rapid advances in artificial intelligence (AI) are reshaping how students imagine, explore, and prepare for STEM careers across K-16 education. As AI systems increasingly influence feedback, advising, and access to information about…

Computers and Society · Computer Science 2026-03-04 Sugana Chawla , Si Chen , Julia Qian , Gina Svarovsky , Alison Cheng , Rick Johnson , Nitesh V. Chawla , Ronald Metoyer

Speculative thinking about the capabilities and implications of artificial intelligence (AI) influences computer science research, drives AI industry practices, feeds academic studies of existential hazards, and stirs a global political…

Computers and Society · Computer Science 2026-02-20 Dejan Grba

Despite efforts to mitigate the inherent risks and biases of artificial intelligence (AI) algorithms, these algorithms can disproportionately impact culturally marginalized groups. A range of approaches has been proposed to address or…

Artificial Intelligence · Computer Science 2025-10-28 Rashid Mushkani , Hugo Berard , Toumadher Ammar , Cassandre Chatonnier , Shin Koseki

Generative AI tools introduce new and accessible forms of media creation for youth. They also raise ethical concerns about the generation of fake media, data protection, privacy and ownership of AI-generated art. Since generative AI is…

Human-Computer Interaction · Computer Science 2023-05-23 Safinah Ali , Daniella DiPaola , Randi Williams , Prerna Ravi , Cynthia Breazeal

In recent years, there has been an increased emphasis on understanding and mitigating adverse impacts of artificial intelligence (AI) technologies on society. Across academia, industry, and government bodies, a variety of endeavours are…

Computers and Society · Computer Science 2022-05-18 Ramya Srinivasan , Devi Parikh

Conversational AI has become part of adolescents' everyday lives. This report asks: what does AI owe adolescents when it can speak to them like a social partner? The synthesis bridges the gap between developmental science and industry…

Human-Computer Interaction · Computer Science 2026-03-10 Mathilde Neugnot-Cerioli

As AI increasingly saturates our daily lives, it is crucial that youth develop skills to critically use and assess AI systems and envision better alternatives. We apply theories from culturally responsive computing to design and study a…

Human-Computer Interaction · Computer Science 2025-10-09 Jaemarie Solyst , Chloe Fong , Faisal Nurdin , Rotem Landesman , R. Benjamin Shapiro

As artificial intelligence (AI) systems become increasingly complex and ubiquitous, these systems will be responsible for making decisions that directly affect individuals and society as a whole. Such decisions will need to be justified due…

Artificial Intelligence · Computer Science 2018-12-21 Prashan Madumal , Ronal Singh , Joshua Newn , Frank Vetere

Understanding and modelling children's cognitive processes and their behaviour in the context of their interaction with robots and social artificial intelligence systems is a fundamental prerequisite for meaningful and effective robot…

Robotics · Computer Science 2022-10-21 Serge Thill , Vicky Charisi , Tony Belpaeme , Ana Paiva

There is an increasing need for young people to become critically AI literate, understanding not only how AI works but also its limitations and ethical nuances. Yet, designing learning experiences that make such complex, serious topics…

Human-Computer Interaction · Computer Science 2026-04-03 Jaemarie Solyst , Ruth Karen Nakigozi , Chloe Fong , R. Benjamin Shapiro

Children's agency plays a critical role in shaping children's autonomy, participation, and well-being in their interactions with digital systems, particularly in emerging child-AI contexts. However, how designers currently understand and…

Human-Computer Interaction · Computer Science 2026-03-30 Boyin Yang , Jun Zhao

The rapid integration of Artificial Intelligence (AI) into K-12 STEM education presents transformative opportunities alongside significant ethical challenges. While AI-powered tools such as Intelligent Tutoring Systems (ITS), automated…

Computers and Society · Computer Science 2025-10-23 Shaouna Shoaib Lodhi , Shoaib Lodhi

Co-design is essential for grounding embodied artificial intelligence (AI) systems in real-world contexts, especially high-stakes domains such as healthcare. While prior work has explored multidisciplinary collaboration, iterative…

Human-Computer Interaction · Computer Science 2026-02-04 Yuanchen Bai , Ruixiang Han , Niti Parikh , Wendy Ju , Angelique Taylor
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