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cs.HC2026
Causal Stories from Sensor Traces: Auditing Epistemic Overreach in LLM-Generated Personal Sensing Explanations
Shanshan Zhu, Han Zhang, J. Doris Chi +2
LLMs are increasingly used to explain personal sensing data, translating traces of activity and mood into natural-language accounts of why an anomalous day may have occurred. Howev…
cs.HC2026★ 2 cited
Designing KRIYA: An AI Companion for Wellbeing Self-Reflection
Shanshan Zhu, Wenxuan Song, Jiayue Melissa Shi +3
Most personal wellbeing apps present summative dashboards of health and physical activity metrics, yet many users struggle to translate this information into meaningful understandi…