๐จ Out now in TICS How can language models help cognitive science? @ruimata.bsky.social & I outline 5 uses: mapping research fields, formalizing theories, cleaning up constructs & measures, predicting behavior across tasks, and capturing environmental variation. ๐ doi.org/10.1016/j.ti...
Dirk Wulff
@dirkwulff.bsky.social
Cognitive and decision science at MPI for Human Development & Uni Basel | Data science at therbootcamp.github.io | R, language models, and sustainability (text2sdg.io).
๐จ Now out in PNAS In decision research, "talk is cheap." We show it isn't. Using LLMs to analyze participants' free-text explanations of their choices, we find verbal reports are a rich, scalable window into how people actually decide. ๐ www.pnas.org/doi/10.1073/... Led by Kamil Fulawka
๐จ New preprint Do LLMs have stable dispositions measurable using instruments designed for humans? Led by @jelenameyer.bsky.social, our new preprint shows that LLM responses are driven by response bias, rendering their psychological profiles method artifacts. @dgarcia.eu @arc-mpib.bsky.social
๐ฃ Reporting checklist for LLMs in behavioral and social science New article presenting a consensus-based reporting checklist (GUIDE-LLM) for the use of LLMs in the behavioral and social sciences to foster transparency, reproducibility, and ethical use. ๐ www.nature.com/articles/s41...
๐จ New preprint ๐จ Excited to share a new preprint led by @zakashussain.bsky.social. We review how large language models compare to humans in behavior and representations. Our conclusion: LLM cognition is not simply human-like or non-human-like. It is jagged. ๐ Preprint: osf.io/preprints/ps...
๐จ Last chance to register - please share ๐จ ๐ฃ Behavioral Clones Workshop - Join us online! One-day workshop on behavioral clones โ ๐ค AI systems that model human behavior โ following the Machine+Behavior conference. ๐ May 20, 9 am - 6:15 pm (CET) ๐ Register: www.eventbrite.ch/e/behavioral...
Behavioral Clones online participation
A one-day workshop on behavioral clones โ AI systems that model human decision-making and social behavior.
eventbrite.ch
๐จ Additional tickets ๐จ ๐ฃ Behavioral Clones Workshop - Join us online! One-day workshop on behavioral clones โ ๐ค AI systems that model human behavior โ following the Machine+Behavior conference. ๐ May 20, 9 am - 6:15 pm (CET) ๐ Register: www.eventbrite.ch/e/behavioral...
๐ฃ Postdoc position Build ๐ค LLM-based behavioral clones for economic games together with Pฤฑnar Uฤurlar and me. The position (up to 3 years) is based in Pฤฑnar's lab at รzyeฤin in Istanbul, with regular visits to my lab. Please share / reach out if interested. ๐ drive.google.com/file/d/1ftqi...
๐ฃ Behavioral Clones Workshop - Join us online! A one-day workshop on behavioral clones โ ๐ค AI systems that model human decision-making and social behavior โ following the Machine Behavior conference. Join online via Zoom (no remote Q&A). Register at: www.eventbrite.ch/e/behavioral...
๐ฃ PsychLing-101 โ Deadline May 1 Join us in building a large-scale, trial-level psycholinguistic database for cumulative science and LLM evaluation. So far: 36 submissions and 40M+ observations All contributors become coauthors ๐ค ๐ Visit github.com/Data-X01/Psy...
GitHub - Data-X01/PsychLing-101: Large-scale, trial-level psycholinguistic database for cumulative science and LLM evaluation, driven by the community.
Large-scale, trial-level psycholinguistic database for cumulative science and LLM evaluation, driven by the community. - Data-X01/PsychLing-101
github.com
๐จ New preprint ๐จ Excited to share this work led by @kriegmair.bsky.social, establishing ๐ค machine individuality by decomposing 75M LLM ratings into shared variance, bias, idiosyncrasy, and noise, revealing coherent, cross-dimensional fingerprints unique to each model. ๐ arxiv.org/pdf/2604.16755
๐Introducing ๐๐๐๐๐-๐๐๐: A reporting checklist for using LLMs in behavioral & social science โ GUIDE-LLM is a reporting checklist designed by 80+ experts to improve transparency, reproducibility & ethical accountability of LLM-based research ๐ llm-checklist.com
GUIDE-LLM
Reporting Checklist for Studies with Large Language Models in the Behavioral and Social Sciences
llm-checklist.com
including historical querelles ๐ง๐https://medium.com/@stefano.palminteri/do-large-language-models-vindicate-skinners-approach-to-language-b8a323682b46
Do Large Language Models Vindicate Skinnerโs Approach to Language?
What large language models teach us about language, learning, and the long-running debate between Skinner and Chomsky
medium.com
๐จ Updated preprint ๐จ Excited to share this updated preprint, in which @ruimata.bsky.social and I discuss five ways LLMs can help address longstanding challenges in cognitive science and psychology, examining both opportunities and pitfalls. ๐ arxiv.org/abs/2511.00206
๐จ New publication ๐จ Excited to share this new forum piece led by @kevinetiede.bsky.social We propose broadening risk communication to cover neglected dimensions outlined in our risk-information taxonomy, requiring greater reliance on simulated experiences. Open access: doi.org/10.1016/j.ti...
๐จ Deadline extension ๐จ BEHAVIORAL CLONES WORKSHOP Imitating humans is a powerful route to machine behavior and an emerging lens on human cognition and social simulation. ๐ Fri, 20 May 2026 ๐ Following Machine+Behavior @ Max Planck Berlin ๐ฃ๏ธ Invited talks: Danica Dillion, Raja Marjieh, Marcel Binz
๐จ 7 days left to submit your work!
WORKSHOP ON BEHAVIORAL CLONES Imitating humans is a powerful route to machine behavior and an emerging lens on human cognition and social simulation. ๐ Fri, 20 May 2026 Following Machine+Behavior @ Max Planck Berlin Invited talks: Danica Dillon, @marcelbinz.bsky.social
๐จ New preprint ๐จ Excited to share new work led by @tikhomirova.bsky.social, presenting a large-scale evaluation of the accessibility of psycholinguistic information in transformer language models. Preprint: arxiv.org/abs/2601.03798
WORKSHOP ON BEHAVIORAL CLONES Imitating humans is a powerful route to machine behavior, an emerging lens on human cognition, and a prerequisite for social simulation. ๐ Fri 20 May 26 Following Machine+Behavior @ Max Planck Berlin Invited talks by @danicajdillion.bsky.social @marcelbinz.bsky.social
WORKSHOP ON BEHAVIORAL CLONES Imitating humans is a powerful route to machine behavior and an emerging lens on human cognition and social simulation. ๐ Fri, 20 May 2026 Following Machine+Behavior @ Max Planck Berlin Invited talks: Danica Dillon, @marcelbinz.bsky.social
๐จ New preprint ๐จ We present the decisions-from-experience database (DfE-DB), including data from 168 studies. The data are currently shared with the original authors and made public upon publication. ๐ Database: github.com/dwulff/dfe-db ๐ Preprint: www.biorxiv.org/content/10.6...
I am hiring a postdoc for a DFF-funded project on social influence, and the decision processes that fuel rich-get-richer dynamics in the online/offline world. The position is for up to a year, competitive Danish salary, remote work possible. Interested or know somebody? DM me or share!
๐ฌ How has psychology contributed to achieving the ๐บ๐ณ SDGs? Our new preprint maps 230,000 psychology articles to the SDGs using our text2sdg R package (www.text2sdg.io) and analyzes historical trends in topics, national and gendered contributions, and citation patterns. ๐ arxiv.org/abs/2512.08628
@cos.io, I noticed that, since the relaunch, PsyArXiv preprints are no longer being indexed by Google Scholar. Do you know if this will be fixed? Thank you for your work!
@cos.io, I noticed that, since the relaunch, PsyArXiv preprints are no longer being indexed by Google Scholar. Do you know if this will be fixed? Thank you for your work!
๐จ Inviting collaborators! ๐จ Weโre launching PsychLing-101 โ an open, community-driven initiative to gather psycholinguistic datasets for cross-dataset analyses and the development of psycholinguistic foundation models. ๐ To contribute or propose a dataset, go to: ๐ github.com/Data-X01/Psy...
This link will take you to a page thatโs not on LinkedIn
lnkd.in
How can LLMs advance the cognitive sciences? @ruimata.bsky.social and I put together a review on how LLMs can help us address five long-standing problems in cognitive science (e.g., disciplinary silos or lack of generalizability). ๐ arxiv.org/2511.00206
๐จ New preprint - Advancing Cognitive Science with LLMs Excited to share this new preprint together with Rui Mata. We review how ๐ค LLMs can help address long-standing problems in cognitive science, highlighting opportunities and pitfalls. ๐ Preprint: arxiv.org/abs/2511.00206
๐จ New preprint - Advancing Cognitive Science with LLMs Excited to share this new preprint together with Rui Mata. We review how ๐ค LLMs can help address long-standing problems in cognitive science, highlighting opportunities and pitfalls. ๐ Preprint: arxiv.org/abs/2511.00206
We have a new preprint: osf.io/preprints/so... What have we learned about social media - the constantly moving target of empirical research - over the past decade?