Author

Pat Pataranutaporn

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Review Oct 2026

Large language models and human judgement in scientific peer review: evidence from over 1000 published economics papers

The peer‐review process in economics faces two well‐documented challenges: a shortage of willing referees, and prolonged turnaround times. We examine whether large language models (LLMs) can help to address these inefficiencies without introducing systematic bias, using two pre‐registered experiments across four LLMs...

Pat Pataranutaporn, Nattavudh Powdthavee, Chayapatr Achiwaranguprok et al. · Económica · 0 citations

Preprint Aug 2026

AI Watchdog: Agent Interfaces for Detecting and Defending Against Manipulative Dark Patterns in AI Conversations

It is suggested that explicit recognition of conversational dark patterns and behavioral resistance to AI steering may be distinct outcomes, motivating further investigation of timely, low-friction defensive interfaces.

Rachel Poonsiriwong, Chayapatr Archiwaranguprok, Constanze Albrecht et al. · 0 citations

Jul 2026

Dissociating the Internal Representations of Sycophancy in LLMs

It is found that different LLMs represent these subtypes differently, with either more aligned or more distinct representations, and this insight is applied to improve representational interventions for reducing sycophancy.

Anthony Baez, Sheer Karny, Pat Pataranutaporn · arXiv.org · 4 citations