Dirk Wulff @dirkwulff.bsky.social · 15hWomen still exit psychological research at a disproportionate rate. Tracking 80k researchers, our new article maps the gender attrition gap and shows that differences in performance, networks, and institutions explain only part of it. psycnet.apa.org/doi/10.1037/... arxiv.org/abs/2510.13273 0145
Dirk Wulff @dirkwulff.bsky.social · 29/09/2026🚨 New preprint Excited to share new work led by Raluca Rilla, showing how cheap, open agents threaten online data collection and how open-text analysis beyond conventional traps can help mitigate this threat. 🔗 arxiv.org/abs/2609.31054 With @Anne-Marie Nussberger and @ruimata.bsky.social . 034
Reposted by Dirk WulffJulian Berger @officialberger.bsky.social · 22/09/2026New paper out in @pnas.org 🚨 Human learning is an understudied but promising lever for boosting human–AI synergy @jasonburton.bsky.social @ralfkurvers.bsky.social @stefanherzog.bsky.social @dirkwulff.bsky.social 12012
Reposted by Dirk WulffRalf Kurvers @ralfkurvers.bsky.social · 18/09/2026Very proud of @kirikuroda.bsky.social for preprinting this study on social influence and information cascades in experienced based decision making. osf.io/preprints/ps... @arc-mpib.bsky.social. Great collab with @simyciri.bsky.social @dirkwulff.bsky.socialosf.ioOSF 1179
Dirk Wulff @dirkwulff.bsky.social · 03/08/2026🚨 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. 🔗 doi.org/10.1016/j.ti... 03712
Dirk Wulff @dirkwulff.bsky.social · 01/07/2026🚨 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. 🔗 www.pnas.org/doi/10.1073/... Led by Kamil Fulawka 04215
Dirk Wulff @dirkwulff.bsky.social · 19/06/2026🚨 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 1216
Dirk Wulff @dirkwulff.bsky.social · 10/06/2026📣 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. 🔗 www.nature.com/articles/s41... 0113
Dirk Wulff @dirkwulff.bsky.social · 20/05/2026🚨 New preprint 🚨 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. 🔗 Preprint: osf.io/preprints/ps... 083
Dirk Wulff @dirkwulff.bsky.social · 18/05/2026🚨 Last chance to register - please share 🚨 📣 Behavioral Clones Workshop - Join us online! One-day workshop on behavioral clones — 🤖 AI systems that model human behavior — following the Machine+Behavior conference. 📅 May 20, 9 am - 6:15 pm (CET) 🔗 Register: www.eventbrite.ch/e/behavioral...eventbrite.chBehavioral Clones online participationA one-day workshop on behavioral clones — AI systems that model human decision-making and social behavior. 013
Dirk Wulff @dirkwulff.bsky.social · 13/05/2026🚨 Additional tickets 🚨 📣 Behavioral Clones Workshop - Join us online! One-day workshop on behavioral clones — 🤖 AI systems that model human behavior — following the Machine+Behavior conference. 📅 May 20, 9 am - 6:15 pm (CET) 🔗 Register: www.eventbrite.ch/e/behavioral... 130
Dirk Wulff @dirkwulff.bsky.social · 11/05/2026📣 Postdoc position Build 🤖 LLM-based behavioral clones for economic games together with Pınar Uğurlar and me. The position (up to 3 years) is based in Pınar's lab at Özyeğin in Istanbul, with regular visits to my lab. Please share / reach out if interested. 🔗 drive.google.com/file/d/1ftqi... 074
Dirk Wulff @dirkwulff.bsky.social · 05/05/2026📣 Behavioral Clones Workshop - Join us online! A one-day workshop on behavioral clones — 🤖 AI systems that model human decision-making and social behavior — following the Machine Behavior conference. Join online via Zoom (no remote Q&A). Register at: www.eventbrite.ch/e/behavioral... 064
Dirk Wulff @dirkwulff.bsky.social · 27/04/2026📣 PsychLing-101 — 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 🤝 🔗 Visit github.com/Data-X01/Psy...github.comGitHub - 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-101 172
Dirk Wulff @dirkwulff.bsky.social · 22/04/2026🚨 New preprint 🚨 Excited to share this work led by @kriegmair.bsky.social, establishing 🤖 machine individuality by decomposing 75M LLM ratings into shared variance, bias, idiosyncrasy, and noise, revealing coherent, cross-dimensional fingerprints unique to each model. 🔗 arxiv.org/pdf/2604.16755 051
Reposted by Dirk WulffStefan Feuerriegel @sfeuerriegel.bsky.social · 23/03/2026🚀Introducing 𝐆𝐔𝐈𝐃𝐄-𝐋𝐋𝐌: A reporting checklist for using LLMs in behavioral & social science ✅GUIDE-LLM is a reporting checklist designed by 80+ experts to improve transparency, reproducibility & ethical accountability of LLM-based research 📄 llm-checklist.comllm-checklist.comGUIDE-LLMReporting Checklist for Studies with Large Language Models in the Behavioral and Social Sciences 43420
Reposted by Dirk WulffStefano Palminteri @stepalminteri.bsky.social · 05/03/2026including historical querelles 🧐🙂https://medium.com/@stefano.palminteri/do-large-language-models-vindicate-skinners-approach-to-language-b8a323682b46medium.comDo Large Language Models Vindicate Skinner’s Approach to Language?What large language models teach us about language, learning, and the long-running debate between Skinner and Chomsky 031
Dirk Wulff @dirkwulff.bsky.social · 05/03/2026🚨 Updated preprint 🚨 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. 🔗 arxiv.org/abs/2511.00206 1103
Dirk Wulff @dirkwulff.bsky.social · 06/02/2026🚨 New publication 🚨 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... 084
Dirk Wulff @dirkwulff.bsky.social · 05/02/2026🚨 Deadline extension 🚨 BEHAVIORAL CLONES WORKSHOP Imitating humans is a powerful route to machine behavior and an emerging lens on human cognition and social simulation. 🗓 Fri, 20 May 2026 📍 Following Machine+Behavior @ Max Planck Berlin 🗣️ Invited talks: Danica Dillion, Raja Marjieh, Marcel Binz 132
Dirk Wulff @dirkwulff.bsky.social · 08/01/2026🚨 New preprint 🚨 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 175
Reposted by Dirk WulffLevin Brinkmann @levinbrinkmann.bsky.social · 29/12/2025WORKSHOP ON BEHAVIORAL CLONES Imitating humans is a powerful route to machine behavior, an emerging lens on human cognition, and a prerequisite for social simulation. 🗓 Fri 20 May 26 Following Machine+Behavior @ Max Planck Berlin Invited talks by @danicajdillion.bsky.social @marcelbinz.bsky.social 121
Dirk Wulff @dirkwulff.bsky.social · 29/12/2025WORKSHOP ON BEHAVIORAL CLONES Imitating humans is a powerful route to machine behavior and an emerging lens on human cognition and social simulation. 🗓 Fri, 20 May 2026 Following Machine+Behavior @ Max Planck Berlin Invited talks: Danica Dillon, @marcelbinz.bsky.social 171
Dirk Wulff @dirkwulff.bsky.social · 19/12/2025🚨 New preprint 🚨 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. 🔗 Database: github.com/dwulff/dfe-db 🔗 Preprint: www.biorxiv.org/content/10.6... 0239
Reposted by Dirk WulffPantelis P. Analytis @pantelispa.bsky.social · 01/12/2025I 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! 11924
Dirk Wulff @dirkwulff.bsky.social · 10/12/2025🔬 How has psychology contributed to achieving the 🇺🇳 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. 🔗 arxiv.org/abs/2512.08628 0117
Reposted by Dirk WulffDirk Wulff @dirkwulff.bsky.social · 07/12/2025@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! 171
Dirk Wulff @dirkwulff.bsky.social · 07/12/2025@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! 171
Dirk Wulff @dirkwulff.bsky.social · 12/11/2025🚨 Inviting collaborators! 🚨 We’re launching PsychLing-101 — an open, community-driven initiative to gather psycholinguistic datasets for cross-dataset analyses and the development of psycholinguistic foundation models. 👉 To contribute or propose a dataset, go to: 🔗 github.com/Data-X01/Psy...lnkd.inLinkedInThis link will take you to a page that’s not on LinkedIn 197
Dirk Wulff @dirkwulff.bsky.social · 07/11/2025How 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). 🔗 arxiv.org/2511.00206 0130
Reposted by Dirk WulffDirk Wulff @dirkwulff.bsky.social · 04/11/2025🚨 New preprint - Advancing Cognitive Science with LLMs Excited to share this new preprint together with Rui Mata. We review how 🤖 LLMs can help address long-standing problems in cognitive science, highlighting opportunities and pitfalls. 🔗 Preprint: arxiv.org/abs/2511.00206 0134
Dirk Wulff @dirkwulff.bsky.social · 04/11/2025🚨 New preprint - Advancing Cognitive Science with LLMs Excited to share this new preprint together with Rui Mata. We review how 🤖 LLMs can help address long-standing problems in cognitive science, highlighting opportunities and pitfalls. 🔗 Preprint: arxiv.org/abs/2511.00206 0134
Reposted by Dirk WulffLisa Oswald @lfoswaldo.bsky.social · 30/10/2025We 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? 28339
Reposted by Dirk WulffRobert Böhm @robertboehm.bsky.social · 29/10/2025Join one of Europe’s largest and best psychology departments in one of the world’s most liveable cities. We offer competitive conditions. Further information: jobs.univie.ac.at/job/Tenure-T... (deadline for applications: December 12, 2025)jobs.univie.ac.atTenure-Track Professorship in Psychology of digitalizationTenure-Track Professorship in Psychology of digitalization 232
Dirk Wulff @dirkwulff.bsky.social · 29/10/2025🚨 New preprint 🚨 Are reinforcement learning models complete accounts of decisions from experience if they ignore explicit memory? In this new preprint, we show that people indeed form robust explicit memory representations that flexibly guide later decisions. 🔗 Preprint: doi.org/10.1101/2025... 03612
Dirk Wulff @dirkwulff.bsky.social · 23/10/2025🚨 New publication: How to improve conceptual clarity in psychological science? Thrilled to see this article with @ruimata.bsky.social out. We discuss how LLMs can be leveraged to map, clarify, and generate psychological measures and constructs. Open access article: doi.org/10.1177/0963... 04419
Dirk Wulff @dirkwulff.bsky.social · 17/10/2025🚨 New preprint and online tool 🚨 Thrilled to share new work, mapping the 🗺️ landscape of behavioral reinforcement learning using an 🤖 LLM-powered bibliometric approach. We built an online tool so you can explore the landscape yourself. Online tool: mpib.berlin/vFVqU Preprint: osf.io/6c2va_v1 1153
Reposted by Dirk WulffAnna Thoma @annaithoma.bsky.social · 17/10/2025🚨 New preprint: What does the research landscape of behavioral reinforcement learning look like 🌍? We developed an LLM-powered bibliometric analysis to characterize article clusters, investigate their connections, and examine the distribution of topics across the landscape. osf.io/6c2va_v1osf.ioOSF 22912
Dirk Wulff @dirkwulff.bsky.social · 16/10/2025🚨 New preprint 🚨 Analyzing the academic trajectories of 78,216 psychology researchers, we demonstrate a persistent gender attrition gap, with women psychologists dropping out of academia at consistently higher rates than men psychologists. Preprint: arxiv.org/pdf/2510.13273 14119
Dirk Wulff @dirkwulff.bsky.social · 15/10/2025🚨 Doctoral positions 🚨 The IMPRS LIFE is looking to fill up to three PhD positions. If you’re interested in working at @arc-mpib.bsky.social with me on topics related to large language models, semantic networks, and aging, please reach out! Apply by Nov 30: www.imprs-life.mpg.de/11840/how-to... 063
Dirk Wulff @dirkwulff.bsky.social · 09/10/2025🚨 New article 🚨 Excited to share this article, presenting a full tutorial on mouse tracking and other movement tracking techniques in psychological research, with examples from our R package mousetrap. Paper: link.springer.com/article/10.3... R package: pascalkieslich.github.io/mousetrap/in... 075
Reposted by Dirk WulffRené Mõttus @renemottus.bsky.social · 18/09/2025Keynote speakers: @tuckerdrob.bsky.social @foswald.bsky.social Ellen Hamaker Hands-on workshops by: @tedmond.bsky.social & @ukuvainik.bsky.social (genomic analyses) @dirkwulff.bsky.social (LLMs in personality research) www.ecp22edinburgh.org/programme 123
Dirk Wulff @dirkwulff.bsky.social · 28/08/2025🚨 New preprint 🚨 What are the reasons underlying human choice in the face of risk? Excited to share new work with Kamil Fulawka and Ralph Hertwig, establishing #LLMs as a scalable solution to uncovering the reasons behind people's choices from free text reports. Preprint: osf.io/preprints/ps... 071
Dirk Wulff @dirkwulff.bsky.social · 13/08/2025🚨 New article 🚨 How to measure semantic #networks of individuals reliably? Excited to share this article, led by @aeschbach.bsky.social and with @ruimata.bsky.social. Based on simulations, we provide recommendations on designing and interpreting behavioral studies. Article: lnkd.in/dhWiwEBU 080
Reposted by Dirk WulffSamuel Aeschbach @aeschbach.bsky.social · 12/08/2025New semantic network paper in @plosone.org with @ruimata.bsky.social at @unibas.ch and @dirkwulff.bsky.social at @arc-mpib.bsky.social! We ran large-scale simulations to test how well common behavioral tasks measure a person's semantic network. doi.org/10.1371/jour...doi.orgMeasuring individual semantic networks: A simulation studyAccurately capturing individual differences in semantic networks is fundamental to advancing our mechanistic understanding of semantic memory. Past empirical attempts to construct individual-level sem... 1104
Dirk Wulff @dirkwulff.bsky.social · 23/07/2025🚨 New publication 🚨 Excited to see this published in Findings of #ACL2025, led by @zakashussain.bsky.social. We critically evaluate claims that #LLMs are "just next token predictors" or "just machines" and call for a more measured discussion on LLM cognition. aclanthology.org/2025.finding... 062
Reposted by Dirk WulffMarcel Binz @marcelbinz.bsky.social · 02/07/2025Excited to see our Centaur project out in @nature.com. TL;DR: Centaur is a computational model that predicts and simulates human behavior for any experiment described in natural language. 64412
Reposted by Dirk WulffFrank Renkewitz @renkew.bsky.social · 27/06/2025🚨 PhD position (75%, TV-L E13) at LMU Munich! Join our DFG funded META REP project on heterogeneity & replicability in psychology. Work on meta analysis, simulations, modeling in R/Python. 📅 Apply by July 15 🔗 shorturl.at/939tP 🔗 shorturl.at/2bRLD 👇🧵shorturl.atResearch Associate (m/f/x) 1108
Dirk Wulff @dirkwulff.bsky.social · 23/06/2025Happy to have concluded another iteration of our 5-day open LLMs course, together with @zakashussain.bsky.social. If you are interested in LLMs for behavioral and social sciences, check out our... Tutorial: doi.org/10.3758/s134... Open materials: github.com/zak-Hussain/... 072