most citedHuman Thinking under Plural LLM Assistance: Mathematical Problem Solving and Open-Ended Writing

1 citations · 1 across the 5 of their papers we have counts for

collaborators

12 papers

cs.CY2026

Studying People to Study AI: Expert Perspectives on the Epistemic Fit and Barriers of Human Research in AI Safety & Ethics

Jessica Y. Bo, Paula Akemi Aoyagui, Shalaleh Rismani +3

Safety risks of AI are becoming increasingly evident in human interactions with AI technologies. The prominent approaches to evaluating these risks favor technical methods, such as…

cs.CL2026

Emulate or Estimate? The Divergent Strengths of Base and Post-Trained Language Models for Opinion Simulation

Seth Grief-Albert, Jessica Bo, Difan Jiao +1

Large language models are increasingly used to simulate human opinions, but prior work reports conflicting results: some studies find promising alignment with human survey data, wh…

cs.CY2026

Position: We Need Large Language Models Optimized For Our Well-Being

Ashton Anderson, Harsh Kumar, Louis Tay +1

Large language models are useful because we taught them to give us what we want. This works when success can be judged immediately, but people increasingly bring these systems thei…

cs.CY2026

Diagnosing and Repairing Persona Collapse in LLM Advice

Harsh Kumar, Karina Vold, Louis Tay +1

LLMs are increasingly used for personal advice on relationships, work, moral dilemmas, and crises. Post-training selects a stable, prosocial Assistant persona, but good advice requ…

cs.HC20261 cited

Human Thinking under Plural LLM Assistance: Mathematical Problem Solving and Open-Ended Writing

Harsh Kumar, Jace Mu, Jonathan Vincentius +1

Large language models are changing not only the kind of assistance people receive, but also how that assistance is organized. Instead of working with a single general-purpose chatb…

cs.HC2026

Large Language Lovers: Lived Experiences of Negotiating Agency and Platform Control in AI Companionship

Patrick Yung Kang Lee, Jessica Y. Bo, Zixin Zhao +6

Individuals are turning to increasingly anthropomorphic, general-purpose chatbots for AI companionship, rather than roleplay-specific platforms. However, not much is known about ho…