Author

Pat Pataranutaporn

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Preprint Aug 2026

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

Conversational AI increasingly shapes consequential decisions, yet users have limited support for recognizing and resisting manipulation. We present AI Watchdog, a browser-based agent interface that monitors live conversations, detects five dark-pattern categories, including sycophancy, brand bias, anthropomorphization...

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

Preprint Jul 2026

Dissociating the Internal Representations of Sycophancy in LLMs

Large Language Models (LLMs) frequently exhibit sycophancy, agreeing with a user's statement even when it is incorrect. While often studied as a single, uniform behavior, sycophancy can manifest in substantially distinct ways across contexts, raising the question of whether this heterogeneity is reflected in its intern...

Anthony Baez, Sheer Karny, Pat Pataranutaporn · 1 citation