The promise and challenges of generative AI in education

M Giannakos, R Azevedo, P Brusilovsky… - Behaviour & …, 2024 - Taylor & Francis
Generative artificial intelligence (GenAI) tools, such as large language models (LLMs),
generate natural language and other types of content to perform a wide range of tasks. This …

The widening gap: The benefits and harms of generative ai for novice programmers

J Prather, BN Reeves, J Leinonen, S MacNeil… - Proceedings of the …, 2024 - dl.acm.org
Novice programmers often struggle through programming problem solving due to a lack of
metacognitive awareness and strategies. Previous research has shown that novices can …

Ironies of generative AI: understanding and mitigating productivity loss in Human-AI interaction

A Simkute, L Tankelevitch, V Kewenig… - … Journal of Human …, 2024 - Taylor & Francis
Generative AI (GenAI) systems offer opportunities to increase user productivity in many
tasks, such as programming and writing. However, while they boost productivity in some …

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools

J Prather, J Leinonen, N Kiesler… - 2024 Working Group …, 2025 - dl.acm.org
Generative AI (GenAI) is advancing rapidly, and the literature in computing education is
expanding almost as quickly. Initial responses to GenAI tools were mixed between panic …

Improving steering and verification in AI-assisted data analysis with interactive task decomposition

M Kazemitabaar, J Williams, I Drosos… - Proceedings of the 37th …, 2024 - dl.acm.org
LLM-powered tools like ChatGPT Data Analysis, have the potential to help users tackle the
challenging task of data analysis programming, which requires expertise in data processing …

AI Should Challenge, Not Obey

A Sarkar - Communications of the ACM, 2024 - dl.acm.org
AI Should Challenge, Not Obey | Communications of the ACM skip to main content ACM Digital
Library home ACM Association for Computing Machinery corporate logo Google, Inc. (search) …

Waitgpt: Monitoring and steering conversational llm agent in data analysis with on-the-fly code visualization

L **e, C Zheng, H **a, H Qu, C Zhu-Tian - Proceedings of the 37th …, 2024 - dl.acm.org
Large language models (LLMs) support data analysis through conversational user
interfaces, as exemplified in OpenAI's ChatGPT (formally known as Advanced Data Analysis …

Co-audit: tools to help humans double-check AI-generated content

AD Gordon, C Negreanu, J Cambronero… - arxiv preprint arxiv …, 2023 - arxiv.org
Users are increasingly being warned to check AI-generated content for correctness. Still, as
LLMs (and other generative models) generate more complex output, such as summaries …

Intention Is All You Need

A Sarkar - arxiv preprint arxiv:2410.18851, 2024 - arxiv.org
Among the many narratives of the transformative power of Generative AI is one that sees in
the world a latent nation of programmers who need to wield nothing but intentions and …

Collage is the New Writing: Exploring the Fragmentation of Text and User Interfaces in AI Tools

D Buschek - Proceedings of the 2024 ACM Designing Interactive …, 2024 - dl.acm.org
This essay proposes and explores the concept of Collage for the design of AI writing tools,
transferred from avant-garde literature with four facets: 1) fragmenting text in writing …