5 papers
How LLMs Respond to Escalating Delusions: Four Longitudinal Trajectories of Model Behavior
Anna Sterna, Kacper Dudzic, Karolina Drożdż +3
The widespread use of LLMs among psychiatric populations has raised concerns regarding their safety and potential iatrogenic impact in the context of AI psychosis. While growing li…
The Two-Process Theory of Machine Self-Report
Hubert Plisiecki, Filip Chmielewski, Kacper Dudzic +3
Language models are increasingly asked to self-report, informing safety evaluations, public understanding, and model-welfare debates. Yet their reports are elicited with human ques…
Patterns vs. Patients: Evaluating LLMs against Mental Health Professionals on Personality Disorder Diagnosis through First-Person Narratives
Karolina Drożdż, Kacper Dudzic, Anna Sterna +1
Growing reliance on LLMs for psychiatric self-assessment raises questions about their ability to interpret qualitative patient narratives. This depth over breadth case study direct…
The Pinocchio Dimension: Phenomenality of Experience as the Primary Axis of LLM Psychometric Differences
Hubert Plisiecki, Sabina Siudaj, Kacper Dudzic +4
We administer 45 validated psychometric questionnaires to 50 large language models (LLMs) to identify the dimensions along which LLMs differ psychometrically. Using Supervised Sema…
Computational Phenomenology of Borderline Personality Disorder: A Comparative Evaluation of LLM-Simulated Expert Personas and Human Clinical Experts
Marcin Moskalewicz, Anna Sterna, Karolina Drożdż +4
Building on a human-led thematic analysis of clinical life-story interviews (> 150,000 words) with inpatients with Borderline Personality Disorder, this study examines the capacity…