Adam Sanborn
@asanborn.bsky.social
160 followers 210 following 9 posts
Professor in Psychology at Warwick in the UK. Interested in computational models of human behaviour/behavior.
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asanborn.bsky.social
With Nick Chater, @mmrobinson93.bsky.social‬, Wenjia Joyce Zhao, Jake Spicer, and C. Stella Qian.
2/2
Reposted by Adam Sanborn
mcxfrank.bsky.social
If you haven't been looking recently at the Open Encyclopedia of Cognitive Science (oecs.mit.edu), here's your reminder that we are a free, open access resource for learning about the science of mind.

Today we are launching our new Thematic Collections to organize our growing set of articles!
OECS thematic collections.
Reposted by Adam Sanborn
lcastillo.bsky.social
🚀🚀 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
asanborn.bsky.social
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....
Reposted by Adam Sanborn
warwickpsych.bsky.social
Welcome back to Dr. Jake Spicer, who returns to Warwick Psychology to begin his ESRC New Investigator project, "Investigating Sampling Approaches to Decision Making"
Image of Dr. Jake Spicer
Reposted by Adam Sanborn
singmann.bsky.social
New paper with Tong Liu and Arndt Broeder, just accepted in Cognition. We test novel qualitative predictions from sampling-based models of probability estimation in an event ranking task. Results provide evidence for the idea that mental sampling underlies probability judgements.
psyarxivbot.bsky.social
Evaluating the Role of Mental Sampling in Probability Judgments: Illogical Rankings Occur in a Predictable Manner: https://osf.io/bfwpe
Reposted by Adam Sanborn
thomhills.bsky.social
Here's a network lesson on #creativity @yoedkenett.bsky.social and I came up: How to be more creative? Get noisy! Try lots of things. It's the old exploration-exploitation trade-off, and good practice when you don't know what to do. DM for a copy of the paper. psycnet.apa.org/record/2025-...
APA PsycNet
psycnet.apa.org
Reposted by Adam Sanborn
warwickpsych.bsky.social
⏳Last chance to apply! Don’t miss out.
nkytang.bsky.social
🎓 4 PhD Fellowships at Warwick Psychology for 25/26 entry
www.jobs.ac.uk/job/DLI727/p...

-3 for exciting projects led by Drs Alex Clarke,
@gambichiara.bsky.social & @mmrobinson93.bsky.social

-1 open to applicants with their own choice of supervisor/
proposal.

Closing date: 16 March 2025 at 23:59
Reposted by Adam Sanborn
joakimsundh.bsky.social
Very pleased that the special section I've edited with some colleagues (none of them on Bluesky, unfortunately) on Enriching Psychological Research by Exploring the Source and Nature of Noise is now published in PPS! Links to all of the articles in the section below.

doi.org/10.1177/1745...
Enriching Psychological Research by Exploring the Source and Nature of Noise - Joakim Sundh, Philip Millroth, August Collsiöö, Peter Juslin, 2025
In psychological research, noise is often considered a nuisance that obscures rather than contributes information. This simplification overlooks that noise can ...
doi.org
asanborn.bsky.social
Thanks to the tremendous team of Jian-Qiao Zhu, Jake Spicer, @pleonv.bsky.social, @lcastillo.bsky.social, Johanna Falbén, @yunxiao-li.bsky.social, @aidan-sj-tee.bsky.social, and Nick Chater (4/4)
asanborn.bsky.social
This noise could be due to the brain approximating probabilistic inference with local sampling.

If so, it could be a feature rather than a bug, as it allows exploration of alternative interpretations of the world. (3/4)
asanborn.bsky.social
It reviews the surprising structure of variability in human behaviour, discussing how much of it could be noise in cognitive computations. (2/4)
Diagram of different causes of noise in behaviour
Reposted by Adam Sanborn
rasmusbruckner.bsky.social
🚀 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
Reposted by Adam Sanborn
yunxiao-li.bsky.social
🚨 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
Reposted by Adam Sanborn
lcastillo.bsky.social
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
asanborn.bsky.social
A short intro to MCMC in Cognitive Science in the excellent OECS
Reposted by Adam Sanborn
aidan-sj-tee.bsky.social
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
Reposted by Adam Sanborn
nkytang.bsky.social
🎓 4 PhD Fellowships at Warwick Psychology for 25/26 entry
www.jobs.ac.uk/job/DLI727/p...

-3 for exciting projects led by Drs Alex Clarke,
@gambichiara.bsky.social & @mmrobinson93.bsky.social

-1 open to applicants with their own choice of supervisor/
proposal.

Closing date: 16 March 2025 at 23:59