🔬 Research Summary by Dr. Stephen MacNeil, an Assistant Professor of Computer and Information Sciences at Temple University, where he directs the HCI Lab. His work focuses on democratizing access to expertise and expert … [Read more...] about Prompt Middleware: Helping Non-Experts Engage with Generative AI
Technical Methods
Fair allocation of exposure in recommender systems
🔬 Research Summary by Virginie Do and Nicolas Usunier Virginie Do is a former PhD student at Meta AI (Facebook AI Research) and PSL University Nicolas Usunier is a research scientist at Meta AI (Facebook AI … [Read more...] about Fair allocation of exposure in recommender systems
On the Perception of Difficulty: Differences between Humans and AI
🔬 Research Summary by Philipp Spitzer and Joshua Holstein Philipp is a second-year PhD student at the Karlsruhe Institute of Technology, where he is working on topics related to human-AI interaction and the use … [Read more...] about On the Perception of Difficulty: Differences between Humans and AI
“Customization is Key”: Four Characteristics of Textual Affordances for Accessible Data Visualization
🔬 Research Summary by Shuli Jones, a recent MIT MEng in Computer Science and current software engineer at Google. [Original paper by Shuli Jones, Isabella Pedraza Pineros, Daniel Hajas, Jonathan Zong, and Arvind … [Read more...] about “Customization is Key”: Four Characteristics of Textual Affordances for Accessible Data Visualization
A Holistic Assessment of the Reliability of Machine Learning Systems
🔬 Research Summary by Anthony Corso, Ph.D., Executive Director of the Stanford Center for AI Safety and studies the use of AI in high-stakes settings such as transportation and sustainability. [Original paper by … [Read more...] about A Holistic Assessment of the Reliability of Machine Learning Systems