The promise and challenges of generative AI in education
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 …
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
Novice programmers often struggle through programming problem solving due to a lack of
metacognitive awareness and strategies. Previous research has shown that novices can …
metacognitive awareness and strategies. Previous research has shown that novices can …
Ironies of generative AI: understanding and mitigating productivity loss in Human-AI interaction
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 …
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
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 …
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
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 …
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) …
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
Large language models (LLMs) support data analysis through conversational user
interfaces, as exemplified in OpenAI's ChatGPT (formally known as Advanced Data Analysis …
interfaces, as exemplified in OpenAI's ChatGPT (formally known as Advanced Data Analysis …
Co-audit: tools to help humans double-check AI-generated content
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 …
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 …
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 …
transferred from avant-garde literature with four facets: 1) fragmenting text in writing …