Cover Image

Causal Stories from Sensor Traces: Auditing Epistemic Overreach in LLM-Generated Personal Sensing Explanations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhu, Shanshan, Zhang, Han, Chi, J. Doris, Nepal, Subigya, Saha, Koustuv
Format:	Preprint
Published:	2026
Subjects:	Human-Computer Interaction Artificial Intelligence Computation and Language Computers and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Sima AIunty: Caste Audit in LLM-Driven Matchmaking
by: Naik, Atharva, et al.
Published: (2026)

Toxic HallucinAItions: Perturbing Prompts and Tracing LLM Circuits
by: Shimgekar, Soorya Ram, et al.
Published: (2026)

PAIR-SAFE: A Paired-Agent Approach for Runtime Auditing and Refining AI-Mediated Mental Health Support
by: Kim, Jiwon, et al.
Published: (2026)

Journeys of Parents with LGBTQ+ Children: How Trauma and Healing Reshape Identity and (Mis)Informating Practices
by: Kwon, Soonho, et al.
Published: (2026)

Designing KRIYA: An AI Companion for Wellbeing Self-Reflection
by: Zhu, Shanshan, et al.
Published: (2026)

"In my defense, only three hours on Instagram": Designing Toward Digital Self-Awareness and Wellbeing
by: Bhat, Karthik S., et al.
Published: (2025)

Bystanders of Online Moderation: Examining the Effects of Witnessing Post-Removal Explanations
by: Jhaver, Shagun, et al.
Published: (2023)

The Hidden Toll of Social Media News: Causal Effects on Psychosocial Wellbeing
by: Pal, Olivia, et al.
Published: (2026)

A Checklist for Trustworthy, Safe, and User-Friendly Mental Health Chatbots
by: Haran, Shreya, et al.
Published: (2026)

Designing Beyond Language: Sociotechnical Barriers in AI Health Technologies for Limited English Proficiency
by: Huang, Michelle, et al.
Published: (2025)

Not My Truce: Personality Differences in AI-Mediated Workplace Negotiation
by: Duddu, Veda, et al.
Published: (2026)

TUX: Measuring Human--AI Tacit Understanding
by: Li, Yueshen, et al.
Published: (2026)

Inform, Coach, Relate, Listen: Auditing LLM Caregiving Support Roles
by: Goel, Drishti, et al.
Published: (2026)

Integrating Personalized Parsons Problems with Multi-Level Textual Explanations to Scaffold Code Writing
by: Hou, Xinying, et al.
Published: (2024)

Investigating Youth AI Auditing
by: Solyst, Jaemarie, et al.
Published: (2025)

Inferring Mood-While-Eating with Smartphone Sensing and Community-Based Model Personalization
by: Bangamuarachchi, Wageesha, et al.
Published: (2023)

From Future of Work to Future of Workers: Addressing Asymptomatic AI Harms for Dignified Human-AI Interaction
by: Ehsan, Upol, et al.
Published: (2026)

Beyond Categories of Caste: Examining Caste Bias and Morality in Text-to-Image AI Models
by: Singh, Divyanshu Kumar, et al.
Published: (2026)

Exploring a Gamified Personality Assessment Method through Interaction with LLM Agents Embodying Different Personalities
by: Zhang, Baiqiao, et al.
Published: (2025)

Visual or Textual: Effects of Explanation Format and Personal Characteristics on the Perception of Explanations in an Educational Recommender System
by: Ain, Qurat Ul, et al.
Published: (2026)

Mental Health Impacts of AI Companions: Triangulating Social Media Quasi-Experiments, User Perspectives, and Relational Theory
by: Yuan, Yunhao, et al.
Published: (2025)

Mapping Caregiver Needs to AI Chatbot Design: Strengths and Gaps in Mental Health Support for Alzheimer's and Dementia Caregivers
by: Shi, Jiayue Melissa, et al.
Published: (2025)

Auditing African Content Moderators' Working Conditions by Using the European General Data Protection Regulation (GDPR)
by: Tighanimine, Mariame, et al.
Published: (2026)

GPTutor: Great Personalized Tutor with Large Language Models for Personalized Learning Content Generation
by: Chen, Eason, et al.
Published: (2024)

Differential Perspectives: Epistemic Disconnects Surrounding the US Census Bureau's Use of Differential Privacy
by: boyd, danah, et al.
Published: (2026)

Generating the Modal Worker: A Cross-Model Audit of Race and Gender in LLM-Generated Personas Across 41 Occupations
by: van der Linden, Ilona, et al.
Published: (2025)

PersonalityScanner: Exploring the Validity of Personality Assessment Based on Multimodal Signals in Virtual Reality
by: Zhang, Xintong, et al.
Published: (2024)

Algorithmic Cultivation: How Social Media Feeds Shape User Language
by: Pal, Olivia, et al.
Published: (2026)

Access Denied: Meaningful Data Access for Quantitative Algorithm Audits
by: Zaccour, Juliette, et al.
Published: (2025)

How do Data Journalists Design Maps to Tell Stories?
by: Gomes, Arlindo, et al.
Published: (2025)

CodeTailor: LLM-Powered Personalized Parsons Puzzles for Engaging Support While Learning Programming
by: Hou, Xinying, et al.
Published: (2024)

OnDiscuss: An Epistemic Network Analysis Learning Analytics Visualization Tool for Evaluating Asynchronous Online Discussions
by: Luther, Yanye, et al.
Published: (2024)

Personalized Parsons Puzzles as Scaffolding Enhance Practice Engagement Over Just Showing LLM-Powered Solutions
by: Hou, Xinying, et al.
Published: (2025)

Generative AI User Experience: Developing Human--AI Epistemic Partnership
by: Zhai, Xiaoming
Published: (2026)

Properties and Challenges of LLM-Generated Explanations
by: Kunz, Jenny, et al.
Published: (2024)

A Survey of Passive Sensing for Workplace Wellbeing and Productivity
by: Nepal, Subigya K., et al.
Published: (2022)

Human-Centred LLM Privacy Audits: Findings and Frictions
by: Staufer, Dimitri, et al.
Published: (2026)

Does AI Coaching Prepare us for Workplace Negotiations?
by: Duddu, Veda, et al.
Published: (2025)

Does Positive Reinforcement Work?: A Quasi-Experimental Study of the Effects of Positive Feedback on Reddit
by: Lambert, Charlotte, et al.
Published: (2024)

Whose Knowledge Counts? Co-Designing Community-Centered AI Auditing Tools with Educators in Hawai`i
by: Zhao, Dora, et al.
Published: (2026)