3 papers
cs.HC2026
Overseeing Agents Without Constant Oversight: Challenges and Opportunities
Madeleine Grunde-McLaughlin, Hussein Mozannar, Maya Murad +3
To enable human oversight, agentic AI systems often provide a trace of reasoning and action steps. Designing traces to have an informative, but not overwhelming, level of detail re…
cs.AI2025
Magentic-UI: Towards Human-in-the-loop Agentic Systems
Hussein Mozannar, Gagan Bansal, Cheng Tan +17
AI agents powered by large language models are increasingly capable of autonomously completing complex, multi-step tasks using external tools. Yet, they still fall short of human-l…
cs.AI2025
Towards AI-assisted Academic Writing
Daniel J. Liebling, Malcolm Kane, Madeleine Grunde-Mclaughlin +3
We present components of an AI-assisted academic writing system including citation recommendation and introduction writing. The system recommends citations by considering the user'…