4 papers
A Case Study Investigating the Role of Generative AI in Quality Evaluations of Epics in Agile Software Development
Werner Geyer, Jessica He, Daita Sarkar +6
The broad availability of generative AI offers new opportunities to support various work domains, including agile software development. Agile epics are a key artifact for product m…
"The Diagram is like Guardrails": Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation
Zijian Ding, Michelle Brachman, Joel Chan +1
Data analysis encompasses a spectrum of tasks, from high-level conceptual reasoning to lower-level execution. While AI-powered tools increasingly support execution tasks, there rem…
Emerging Reliance Behaviors in Human-AI Content Grounded Data Generation: The Role of Cognitive Forcing Functions and Hallucinations
Zahra Ashktorab, Qian Pan, Werner Geyer +5
We investigate the impact of hallucinations and Cognitive Forcing Functions in human-AI collaborative content-grounded data generation, focusing on the use of Large Language Models…
Current and Future Use of Large Language Models for Knowledge Work
Michelle Brachman, Amina El-Ashry, Casey Dugan +1
Large Language Models (LLMs) have introduced a paradigm shift in interaction with AI technology, enabling knowledge workers to complete tasks by specifying their desired outcome in…