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cs.HC2026
IntentLint: Supporting Intent Scaffolding and Prompt-time Linting in Human-AI Collaborative Data Analysis
Felicia Li Feng, Jian Zhao, Anamaria Crisan
In human-AI collaborative data analysis, as analyses rapidly evolve, the artifacts meant to capture shared understanding often become incomplete or difficult to interpret, leading…
cs.HC2026
MindTrellis: Co-Creating Knowledge Structures with AI through Interactive Visual Exploration
Xiang Li, Cara Li, Emily Kuang +2
Knowledge workers face increasing challenges in synthesizing information from multiple documents into structured conceptual understanding. This process is inherently iterative: use…