4 papers
It Matters How You Say It: Exploring Rhetorical Patterns for AI-Assisted Information Evaluation
Sadra Sabouri, Zeinabsadat Saghi, Jordan Lee Boyd-Graber +3
Prior work on AI-assisted information evaluation has largely focused on what AI systems communicate, comparing explanation types and formats, with responses predominantly cast in d…
"Like Taking the Path of Least Resistance": Exploring the Impact of LLM Interaction on the Creative Process of Programming
Zeinabsadat Saghi, Run Huang, Souti Chattopadhyay
Creativity is fundamentally human. As AI takes on more of the generative work that once required human imagination, despite documented limitations in creative ability, a critical q…
Non-Markovian Dynamical Systems Modeling of Electroencephalogram-based Brain Activity for Anticipating the Cognitive Fatigue Level
Zeinabsadat Saghi, Daria Riabukhina, Olubukola Akinbami +2
Cognitive fatigue, which transitions from focused attention to inexact responses, can cause catastrophic failures in high-stakes environments, yet current black-box assessment tech…
Auditing and Controlling AI Agent Actions in Spreadsheets
Sadra Sabouri, Zeinabsadat Saghi, Run Huang +4
Advances in AI agent capabilities have outpaced users' ability to meaningfully oversee their execution. AI agents can perform sophisticated, multi-step knowledge work autonomously…