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Wouter Kool

@wouterkool.bsky.social
1.3K followers 262 following 63 posts

Assistant Professor at WUSTL. PI of the Control and Decision Making Lab.

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Wouter Kool @wouterkool.bsky.social · 24/09/2026
The deadline for this is in 1 week! Please apply, or circulate to people whom you think should apply!
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Wouter Kool @wouterkool.bsky.social · 15/09/2026
I don't take extensive pre-application interviews (out of fairness concerns), but feel free to notify me of your interest and for a quick assessment of fit.
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Wouter Kool @wouterkool.bsky.social · 15/09/2026
I expect to recruit a PhD student this cycle! The Control and Decision Making Lab at WashU studies control, effort, and decision making, combining behavioral experiments with modeling and neuroimaging. If that sounds cool, check out our work: cdmlab.wustl.edu. How to apply: psych.washu.edu/apply
cdmlab.wustl.edu
Control and Decision Making Lab
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Wouter Kool @wouterkool.bsky.social · 02/09/2026
🚨 WashU is hiring! 🚨 As part of WashU’s +AI Initiative, the search includes tenure-track opportunities in Psychological & Brain Sciences for people who place AI or machine learning at the center of their research. I'm on the committee, so feel free to reach out with questions. Please repost!
insideartsci.washu.edu
Rules of Life
Recruiting interdisciplinary expertise to explore fundamental questions regarding living systems and the physical world
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Zach Reagh @zreagh.bsky.social · 03/09/2026
Come be our colleague! Echoing Wouter, the AI bit is not rigidly defined. So if you’re interested, talk to us!
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Wouter Kool @wouterkool.bsky.social · 02/09/2026
The AI requirement is very broad and can include computational models of cognition, behavior, or brain function, human–AI interaction, or the use of AI to support mental health assessment and intervention.
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Wouter Kool @wouterkool.bsky.social · 02/09/2026
🚨 WashU is hiring! 🚨 As part of WashU’s +AI Initiative, the search includes tenure-track opportunities in Psychological & Brain Sciences for people who place AI or machine learning at the center of their research. I'm on the committee, so feel free to reach out with questions. Please repost!
insideartsci.washu.edu
Rules of Life
Recruiting interdisciplinary expertise to explore fundamental questions regarding living systems and the physical world
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Heleen Slagter @haslagter.bsky.social · 19/08/2026
PhD position (4 years, paid) on an NWO-funded project on the Role of Foveal Processing in Spatial Attention at Vrije Universiteit Amsterdam, the Netherlands, supervised by Dr. Mieke Donk (main PI) and me! For more information: workingat.vu.nl/vacancies/ph...
workingat.vu.nl
Vacancy — PhD position (4 years) on the Role of Foveal Processing in Spatial Attention
Are you interested in understanding how attention shapes what we see? Would you like to combine behavioural experiments, psychophysics, and eye tracking to uncover how the brain selects and prioritise...
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Wouter Kool @wouterkool.bsky.social · 11/08/2026
A truly sad day for science.
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aaron bornstein @aaronbornstein.bsky.social · 20/07/2026
Planning to start talking with potential postdoc candidates by the end of this week. The position is very open in terms of topic area. Let me know ASAP if you might be interested!
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Shawn Rhoads @shawnrhoadsphd.com · 13/07/2026
1/ I am thrilled to begin sharing the latest release of pyEM, a Python package I built for fitting cognitive computational models to behavioral data using hierarchical expectation maximization (EM) with maximum a posteriori estimation (MAP). github.com/shawnrhoads/...
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Jessie Sun @jessiesun.bsky.social · 07/07/2026
Interested in doing a postdoc with me in Auckland, New Zealand? 🇳🇿 See info below on a competitive award opportunity, and please spread the word!
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Wouter Kool @wouterkool.bsky.social · 27/06/2026
If you are at @facct.bsky.social, come check out the latest work of the freshly minted Dr. @ltreiman.bsky.social! She will talk about the effects of asking for AI training consent on human decision making. The talk will be Saturday 6/27 at 10.45 in the Human-AI Interaction session (Lamartine).
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Wouter Kool @wouterkool.bsky.social · 27/06/2026
Paper here: dl.acm.org/doi/10.1145/...
dl.acm.org
Opting In? Information About AI Training Affects Human Behavior | Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency
You will be notified whenever a record that you have chosen has been cited.
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Wouter Kool @wouterkool.bsky.social · 27/06/2026
If you are at @facct.bsky.social, come check out the latest work of the freshly minted Dr. @ltreiman.bsky.social! She will talk about the effects of asking for AI training consent on human decision making. The talk will be Saturday 6/27 at 10.45 in the Human-AI Interaction session (Lamartine).
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Eren Günseli @erengunseli.bsky.social · 18/06/2026
I am looking for a postdoctoral researcher to join my lab at Sabancı University in Istanbul for a 2-year TÜBİTAK-funded position, with possible extension. Interested candidates can email me with a CV and a brief note about their research interests. More details on gunselilab.com soon.
gunselilab.com
Memory, Attention, & Cognitive Control Lab | Istanbul | Sabanci Uni.
Memory, Attention, & Cognitive Control Lab at Sabancı University - Eren Günseli. We study how memory and attention interact, how humans control what to remember, what to forget, what to attend to, and...
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Brad Postle @bradpostle.bsky.social · 12/06/2026
Postdoc position available at postlab.psych.wisc.edu. Pls send cv to postle@wisc.edu
postlab.psych.wisc.edu
PO-STL-AB
Our interests in human memory and cognition encompass the cognitive and neural basis of working memory, attention, control, and consciousness.News  Madison Symposium on Memory & Control. On 30 May 202...
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Wouter Kool @wouterkool.bsky.social · 08/06/2026
Nice! That style/era of rock music is definitely a bit of a blind spot for me.
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Wouter Kool @wouterkool.bsky.social · 08/06/2026
Reading a children's book about the brain with my son. The endsheets (<- I had to look this up) go unreasonably hard! Fun to try to figure them all out: I don't recognize the "Lungs" one. It's not obvious why these are in the book, by the way. It looks like it's just a tribute by the illustrator.
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Wouter Kool @wouterkool.bsky.social · 07/06/2026
This is great advice on using AI for slide preparation. To throw in my two cents, I find that I construct most of my story while making my slides. The process of selecting graphs and crafting transitions lets me find out what works and what doesn't work.
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Merve Ileri-Tayar @mileritayar.bsky.social · 05/06/2026
Focus. Relax. Focus again. Turns out people would rather not do that! With my amazing mentors Wouter Kool and Julie Bugg, we show that people actively avoid switching between control states even in a single task, and trade off this demand against conflict. More in Wouter's thread and paper below!
psycnet.apa.org
APA PsycNet
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Wouter Kool @wouterkool.bsky.social · 05/06/2026
Paper here: psycnet.apa.org/doiLanding?d... and here: cdmlab.wustl.edu/papers/Ileri-TayarEtAl_2026_JEPG.pdf
psycnet.apa.org
APA PsycNet
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Wouter Kool @wouterkool.bsky.social · 05/06/2026
I forgot to link the paper! 🤦‍♂️ I'm blaming my new four-month old. psycnet.apa.org/doiLanding?d...
psycnet.apa.org
APA PsycNet
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Wouter Kool @wouterkool.bsky.social · 05/06/2026
It was a joy to work with Merve Ileri-Tayar and Julie Bugg on this one. Not only do I think the avoidance effect is cool, but we also got to develop a neat new parametric flanker task with awesome behavioral interference results.
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Wouter Kool @wouterkool.bsky.social · 05/06/2026
These results demonstrate that people explicitly avoid situations in which they have to reconfigure attention control (here from focused to relaxed and vice versa), consistent with recent work on "reconfiguration costs" by Ivan Grahek from the @shenhavlab.bsky.social .
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Wouter Kool @wouterkool.bsky.social · 05/06/2026
We even found that people are willing to trade off these two forms of cognitive costs: people are willing to take on more incongruent trials if it means they don't have to switch between congruent and incongruent ones types as much.
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Wouter Kool @wouterkool.bsky.social · 05/06/2026
🚨Paper alert!🚨 Across 5 expts, @mileritayar.bsky.social's new JEPG paper shows that people explicitly avoid switching between attention control states. Using demand selection tasks, we find that people don't just avoid cognitive conflict, but also switching between congruent and incongruent trials.
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aaron bornstein @aaronbornstein.bsky.social · 26/05/2026
Now out in Developmental Science! @noraharhen.bsky.social, Rheza Budiono & @catehartley.bsky.social @hartleylabnyu.bsky.social use multi-patch foraging to identify a specific computational role for structure learning underlying developmental differences in exploration. dx.doi.org/10.1111/desc...
dx.doi.org
Structure Inference in Complex Environments Improves From Childhood to Adulthood
Early in development, children can infer latent structure in the world from sparse and ambiguous evidence. Through a process known as structure learning, they extract statistical regularities, const...
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Dora Matzke @doramatzke.bsky.social · 22/05/2026
There are still a few spots available for the Twelfth Model-Based Neuroscience and Cognition Summer School, which will take place from 10–14 August 2026 at the University of Amsterdam. Be quick — the remaining spots will be filled on a rolling basis, so make sure to register soon!
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Miriam Klein-Flügge 🧠 @mkflugge.bsky.social · 11/05/2026
Check out this new study by the fantastic @rongbi.bsky.social in the lab 🥳 👇 Rong carefully analysed human effort traces to gain insight into how we form and update priors about required effort when effort is not signalled and has to be learnt in environments differing in volatility and noise.
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Wouter Kool @wouterkool.bsky.social · 07/05/2026
Proud of this team for this multidimensional tour de force! By decoding EEG signal, we show that the brain handles competing distractors through rapid dimension-specific modulation based on a multivariate conflict signal. More in @davideghez.bsky.social's 🧵. Paper: doi.org/10.1101/2025.11.16.688701
doi.org
Reactive suppression of distractor representations resolves multidimensional interference
Navigating competing attentional demands is a core cognitive function, yet how the brain tunes control in multidimensional environments remains poorly understood. Here, we used a multidimensional task-set interference paradigm in which participants attended to one of four stimulus dimensions while three others acted as distractors, combining multivariate decoding, representational similarity analysis, and encoding models applied to human EEG. Targets and distractors were initially encoded in parallel, but distractor representations were rapidly suppressed ~250 ms after stimulus onset, with suppression scaling with each distractor's own conflict history. Neither trial-to-trial adaptation nor block-level learning produced anticipatory changes in task-relevant representations. Instead, proactive control modulated the speed and efficiency of stimulus-triggered suppression. Encoding models further revealed that conflict is represented in orthogonal, dimension-specific subspaces that eventually collapse onto a shared conflict signal. These results show that multidimensional attentional control operates through selective, reactive suppression of distractor representations, guided by a structured multivariate conflict signal. ### Competing Interest Statement The authors have declared no competing interest. McDonnell Center for Systems Neuroscience Office of Naval Research / Department of Defense (ONR/DoD) grant, N00014-23-1-2792
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Wouter Kool @wouterkool.bsky.social · 09/04/2026
@cathyzhang.bsky.social's paper on inferring mind wandering from behavior alone is now out in Communications Psychology!
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Wouter Kool @wouterkool.bsky.social · 24/03/2026
We introduce a new search task that manipulates salience (via minority & majority groups) and statistical regularities that incentivize different search strategies. In Experiment 3, we use an attention probe (à la @ngaspelin.bsky.social) to track how attention is allocated across the display.
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Wouter Kool @wouterkool.bsky.social · 24/03/2026
New preprint!🚨 How do people learn how to search the visual world? Across 3 experiments, @chrisahn.bsky.social and I show that abstract environmental statistics shape visual strategy selection, but asymmetrically. People readily lean into bottom-up salience, but only override it when they have to.
osf.io
OSF
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Nick Gaspelin @ngaspelin.bsky.social · 12/03/2026
Want to learn R? 📊 Join our NSF-funded "R Programming for Psychology and Neuroscience Workshop"! This virtual workshop is completely free and teaches junior scientists the basics of coding for data analysis. Apply by May 15th! rworkshop.missouri.edu #RStats #Psychology #Neuroscience
rworkshop.missouri.edu
Home
This virtual workshop teaches students basic principles of computer programming for psychology and neuroscience. Specific emphasis is given on the skills needed to analyze data from cognitive tasks us...
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Tobias Gerstenberg @tobigerstenberg.bsky.social · 07/02/2026
Thank you @ltreiman.bsky.social for sharing your work with us on how people act differently when they know that their behavior is used to train AI. In the ultimatum game, people are more likely to reject disadvantageous offers when an AI is watching and learning. 📃 www.pnas.org/doi/10.1073/...
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Wouter Kool @wouterkool.bsky.social · 01/03/2026
I would look up the relatively recent news on Anti-Flag, especially Mr. Sane.
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John Drake @johndrake.bsky.social · 25/01/2026
Wake up. Make breakfast. Do email. Watch a murder. Go to a party for a 5 year old. Laugh with my daughter. See a different angle of that murder. Hear govt officials slander the victim. Play Barbies with my kid. Feed her dinner. Tear up at that victim reading last honors to a vet. Put kid to bed. USA
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Jay Van Bavel, PhD @jayvanbavel.bsky.social · 08/01/2026
We should no longer trust data collected on MTurk link.springer.com/article/10.3... My guess is that other online data is going to drop in quality due to LLMs. This is going to be an existential crisis for the behavioral sciences.
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Wouter Kool @wouterkool.bsky.social · 01/01/2026
The dictionary feels like I'm just here for the
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Marcelo Mattar @marcelomattar.bsky.social · 03/12/2025
Great opportunity for PhD applicants this year!
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Matt Welhaf @mwelhaf.bsky.social · 27/11/2025
Interested in mind wandering, aging, and individual differences? Check out our new preprint! A fun collab with @cathyzhang.bsky.social Maddie Valdez, @wouterkool.bsky.social and Julie Bugg
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PsyArXivBot @psyarxivbot.bsky.social · 25/11/2025
Are the correlates of mind wandering consistent across younger and older adults?: osf.io/jvyr6
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Lauren Treiman @ltreiman.bsky.social · 26/11/2025
Thrilled that my poster on our new preprint won 2nd place at the Society for Judgment and Decision Making (@sjdm-tweets.bsky.social) conference! Read the full paper here: osf.io/preprints/ps...
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Wouter Kool @wouterkool.bsky.social · 24/11/2025
So proud of my grad student @ltreiman.bsky.social on winning 2nd place in the Best Poster Award at SJDM @sjdm-tweets.bsky.social 🎉! In a preprint of this work, she demonstrates how sequential comparisons and choice-induced preferences reveal two distinct pathways to the decoy effect.
cdmlab.wustl.edu
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Wouter Kool @wouterkool.bsky.social · 24/11/2025
Check out @theazalabak.bsky.social's cool new paper on model-based planning during foraging. She's applying for grad school this season, so keep your eyes out!
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Eric Schulz @ericschulz.bsky.social · 03/11/2025
🚀 We are hiring! 🚀 🔍 Join us as a Postdoctoral Researcher (fully-funded) at the Helmholtz Institute for Human-Centered AI in Munich.
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Wouter Kool @wouterkool.bsky.social · 22/11/2025
Bonus: Lauren just put out her paper on the decoy effect. It involves a preregistered behavioral experiment and computational modeling! cdmlab.wustl.edu/papers/TreimanKool_DecoyPreprint.pdf
cdmlab.wustl.edu
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Wouter Kool @wouterkool.bsky.social · 22/11/2025
Two more posters from my group at Psychonomics and SJDM. This evening, @duyguyucel.bsky.social will present some brand new work on multidimensional reinforcement learning, and tomorrow morning @ltreiman.bsky.social will present her work on choice-induced preference in the decoy effect.
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Wouter Kool @wouterkool.bsky.social · 20/11/2025
My lab members are presenting some awesome work at Psychonomics and SJDM in Denver! #psynom25 #sjdm25 We have posters and talks happening Friday, Saturday, and Sunday. Come say hi!
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