We had a great audience for our #CogSci2026 tutorial on Autocorrelated Sampling in Cognition. Led by @lcastillo.bsky.social, with talks by @neilbramley.bsky.social, Bob Rehder, Stella Qian, and me. If you were not in Rio, the tutorial materials are here: lucas-castillo.github.io/mcmc-workshop/
Lucas Castillo
@lcastillo.bsky.social
Research Fellow at Dept. Psychology Uni Warwick | (he/his) | https://www.lucascastillo.net/
www.nature.com/articles/s44... New research Article by Jake Spicer, @yunxiao-li.bsky.social @lcastillo.bsky.social Johanna K. Falbén, C. Stella Qian (钱程) & @asanborn.bsky.social in the journal (in Press)
Generated outcomes in risky choice reveal biased sampling and sequential dependencies - Communications Psychology
This study examined what information people may consider before a choice by asking them to repeatedly generate its possible outcomes. Participants overgenerated rare events and avoided direct repetiti...
nature.com
"Random generation is what comes to mind in naturalistic settings" 📢New paper from: Lucas Castillo (lcastillo.bsky.social), Pablo León-Villagrá (pleonv.bsky.social), Johanna Falbén, Nick Chater, & Adam Sanborn (asanborn.bsky.social) www.sciencedirect.com/science/arti...
Random generation is what comes to mind in naturalistic settings
Being unpredictable is useful for creativity, exploration, and good decision-making. Decades of research asking people to generate random sequences of…
sciencedirect.com
Recruiting a #PhD student interested in cognitive psychology (language, memory) and AI. Come join me at @warwickpsych.bsky.social. Overseas students are welcome. Feel free to reach out to me to enquire. #PhD #Fellowship #academia #apply. Deadline in mid-March warwick.ac.uk/fac/sci/psyc...
PhD Fellowship in Psychology - Dr Matthew Mak
warwick.ac.uk
Welcome back to Dr Lucas Castillo, who is starting an ESRC-funded postdoc with Prof. Adam Sanborn using statistical sampling algorithms as standard models of human perceptual and cognitive behaviour. Lucas recently gained his PhD in the department exploring why people are not able to act randomly.
Excited to share joint work with Ulf Hahnel and @sgluth.bsky.social on investigating how attribute translations - a widely implemented behavior intervention - lead to more ecological consumer choices. Main results are below, but check out our preprint 👇 www.researchsquare.com/article/rs-7...
Computational Mechanisms of Attribute Translations
Attribute translations, a choice architecture intervention technique aiming to promote behavior change by translating decision-relevant information into more comprehensible and meaningful units for la...
researchsquare.com
Thank you! And thanks @pleonv.bsky.social, Nick Chater, and @asanborn.bsky.social who were an essential part of this paper
@lcastillo.bsky.social for best PhD student paper! 🎉👏
🚀🚀 Very excited about this new preprint with @yunxiao-li.bsky.social and @asanborn.bsky.social! Months ago we released the samplr package on CRAN (helps you use sampling algorithms + cogn. models for human data). Here we explain the theoretical background and show how to use the pkg osf.io/ax8hm
OSF
osf.io
Our lab has a list of papers that use statistical sampling algorithms like MCMC to explain human behaviour. Thanks to @lcastillo.bsky.social, you can select by behaviour or algorithm. If we've missed any, please let us know! sampling.warwick.ac....
Thrilled to share my first post here with something I’m truly proud of; My PhD paper is finally out in @commspsychol.bsky.social. Thanks to amazing @ktsetsos.bsky.social for his wise insights and our reviewers for their constructive comments. You can read the full paper here: rdcu.be/eguDX 1/10
🚀 Revised Reviewed Preprint out in eLife 🚀 Excited to announce that my paper on the cognitive mechanisms underlying hunger-driven dietary choice is now available on @elife.bsky.social elifesciences.org/reviewed-pre...
The Hungry Lens: Hunger Shifts Attention and Attribute Weighting in Dietary Choice
elifesciences.org
"Noise in Cognition: Bug or Feature?" is now available in Perspectives on Psychological Science doi.org/10.1177/1745... (1/4)
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doi.org
🚀 New paper out in Psychological Review! How does learning change across the lifespan? We propose that resource rationality—adapting belief updating to cognitive limitations—can explain age-related differences in learning. 📖 doi.org/10.1037/rev0... 👇 A short thread:
APA PsycNet
doi.org
🚨 A new preprint is out! How does utility influence mental simulations of risky events? 🤔🎲 We tested this across 4 experiments & found that most people simulate probabilities accurately, but biases emerge in key conditions! If you want to learn more, keep reading! doi.org/10.31234/osf...
OSF
doi.org
New Preprint Out! 🚀🚀 Can people generate a random sequence if given enough time? Keep reading if - You make cognitive models with randomness in them - You like to explore the world, be creative, choose well - You want protection from clever agents exploiting patterns in your behavior. osf.io/awg9j
OSF
osf.io
🎉 Congratulations to @michaelapawley.bsky.social, a PhD student of the Warwick Sleep and Pain Lab @nkytang.bsky.social, on being awarded a UK Data Impact Fellowship from the @ukdataservice.bsky.social! This competitive programme supports 5 early career researchers using UK Data Service resources.
In our new preprint, my co-authors and I explore how people’s probability judgments sometimes don’t add up the way they should, and how these violations can help us compare different models of how people make these judgments! osf.io/preprints/ps...
OSF
osf.io