LLM models of depression that predict a score from the very language used to generate the score itself can be thought of as “Mirror Models.” We discuss and explore how these and "Non-Mirror" models, in contrast, can be useful for mental health assessment:

I will be reviewing applications this fall for @ASUPsych’s clinical psych PhD program. Please send any prospective students with interests in alcohol, cannabis and co-use my way! My lab’s current and future priorities can be found here

📢 Call for Papers! Special issue of Assessment on “Artificial Intelligence in Psychological Assessment: Techniques and Applications.” Abstracts due July 21, invited full papers Dec 1. Full call: https://t.co/GxolY0TmCj @APNatoli @lensimms @SagePsychology

I'm really enjoying reading Eric Turkheimer's new book on the Nature Nurture Debate! It really is a superb read. Very clear, very engaging, very funny. Full of insights that make complex topics easy to understand. Highly recommend! https://t.co/88TyxbJxqY

I’m considering PhD applications for the Personality, Mental Health, and AI lab for Fall 2025. Come join the clinical area at WashU Psych & Brain Sciences!

📣Excited to share I will be reviewing applications this fall for for the @WUSTL clinical psych PhD program! Students passionate about #eatingdisorders research, mHealth, & expanding access to care are strongly encouraged to apply!!

New paper! We heard from N = 376 current clinical psych PhD students about their training and clinical experiences with Pts with Antagonistic presentations (ANT-patients) and Pts with predominant Negative Affect (NA-patients). https://t.co/lWnGP4562h Some key findings...(1/8)

New Study🔔Personality change across 4 years in world trade center responders. The authors found decreases in openness and extraversion but more specifically decreases in facets related to creativity, anger, anxiety, positive emotions and more. https://t.co/3uF60fR4oJ

I am recruiting a clinical psychology PhD student to join my lab in the data science cluster at SMU in Dallas, TX next year. We develop AI for personality and mental health in diverse samples (using NLP/ML). Email me for more info, see website ( https://t.co/I5DjQxm5hZ). #PonyUp!

Honored to see our work on Med-PaLM, our medical large language model, published in @Nature today! https://t.co/0nIwTHrXwN Huge thanks to our all-star team @azizishekoofeh @taotu831 @alan_karthi @vivnat and many more teammates at @GoogleAI @GoogleHealth!

Are life events associated with changes to people’s personality systems? Happy to see this paper, in which we tackled this question, out now in the Journal of Personality! Free (!) link: https://t.co/lR9W3wa1Uf (1/10)

A RANT. Publishing is the coin of the realm in academia, but peer review is a sodden mess. Would a business delegate its most valued functions to unpaid volunteers? Journals depend on free labor from reviewers. This system sucked before the pandemic & is unsustainable now. 🧵

Last paper from our lab! Personality development and its associations with the bifactor model of psychopathology in adolescence @PauEtkin @ElienDeCaluwe

⚠️NEW PREPRINT looking @ self-other agreement on interpersonal behavior measured by EMA @aidangcw We disentangled observable behavior, self-, & others’ perceptions w/ a multitrait-multirater-multimethod approach to gain insight into social functioning... https://t.co/lFMPTp4mPq

Check out our newest paper using the alternative model for personality disorders (AMPD) in predicting treatment dropout among substance users with ⁦@mbornovalova⁩ and ⁦@bmwiernik⁩

AI-based personality and mental health detection from language use by World Trade Center responders: Convergent validity with self-reports and criterion validity for two-year trauma-related outcomes:

When I answer commuter questions on the Long Island railroad

Love seeing the incredible work being done by my colleague @yaramekawi to help shape shape and improve research on racial discrimination

I’ll be reviewing grad applications for clinical psych students interested in developing, testing, and disseminating treatments targeting the personality-based mechanisms that transdiagnostically (and ideographically) maintain psychopathology!

This seems very important -- excited to read. Also love the term "jingle-jangle jungle" 😄