Generative AI
Generative AI focuses on creating new content, ranging from text and images to code and even simulations of complex systems like fluid flows, primarily using large language models (LLMs) and generative adversarial networks (GANs). Current research emphasizes improving model accuracy, addressing biases and ethical concerns, and exploring effective human-AI collaboration in diverse applications like education, healthcare, and software development. This rapidly evolving field holds significant potential to accelerate scientific discovery and transform various industries by automating tasks, generating insights from large datasets, and personalizing services.
Papers
Simulating Policy Impacts: Developing a Generative Scenario Writing Method to Evaluate the Perceived Effects of Regulation
Julia Barnett, Kimon Kieslich, Nicholas Diakopoulos
When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI
Xiaodan Xing, Fadong Shi, Jiahao Huang, Yinzhe Wu, Yang Nan, Sheng Zhang, Yingying Fang, Mike Roberts, Carola-Bibiane Schönlieb, Javier Del Ser, Guang Yang
Generative AI as a metacognitive agent: A comparative mixed-method study with human participants on ICF-mimicking exam performance
Jelena Pavlovic, Jugoslav Krstic, Luka Mitrovic, Djordje Babic, Adrijana Milosavljevic, Milena Nikolic, Tijana Karaklic, Tijana Mitrovic
Responding to Generative AI Technologies with Research-through-Design: The Ryelands AI Lab as an Exploratory Study
Jesse Josua Benjamin, Joseph Lindley, Elizabeth Edwards, Elisa Rubegni, Tim Korjakow, David Grist, Rhiannon Sharkey
A Fourth Wave of Open Data? Exploring the Spectrum of Scenarios for Open Data and Generative AI
Hannah Chafetz, Sampriti Saxena, Stefaan G. Verhulst
New contexts, old heuristics: How young people in India and the US trust online content in the age of generative AI
Rachel Xu, Nhu Le, Rebekah Park, Laura Murray, Vishnupriya Das, Devika Kumar, Beth Goldberg
Creation of Novel Soft Robot Designs using Generative AI
Wee Kiat Chan, PengWei Wang, Raye Chen-Hua Yeow