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cs.HC2026
Penquiry: A Pen-based Interactive In-situ Q&A System Leveraging LLMs
Jeongmin Rhee, Changhee Lee, Hyunwoo Kim +4
Pen-based digital devices remain a preferred medium for active, cognitively engaging study. Concurrently, Large Language Models (LLMs) have become indispensable for self-directed l…
cs.HC2026
Treadstone: A Social-Media-Inspired Platform for Multi-Agent Collaborative Data Analysis
Hyunwook Lee, Sungbeom Cho, William Benjamin +6
Coordinating human analysts with autonomous AI agents faces the same challenges as human-to-human collaboration: sharing intermediate results, avoiding conflicts, and maintaining g…