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Bonan Zhao (赵博囡)

@bonan.bsky.social
698 followers 49 following 7 posts

PI Computational Cognitive Science (BoCoCo) lab in Edinburgh 🏴󠁧󠁢󠁳󠁣󠁴󠁿 zhaobn.github.io

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Reposted by Bonan Zhao (赵博囡)
Alison Gopnik @alisongopnik.bsky.social · 14/09/2026
A very interesting and clear (and reassuring?) piece relating the Farrell et al (www.science.org/doi/full/10....) idea of LLM's as cultural technology to the recent developments in AI Mathematics. terrytao.wordpress.com/2026/09/13/h...
terrytao.wordpress.com
Happy, those able to know the causes of things
[This is a guest post by Nestor Guillen, crossposted from his blog. This blog post was initially written in a different file format and converted using AI. — T.] Keywords: LLMs, cultural tech…
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Reposted by Bonan Zhao (赵博囡)
Charley Wu @thecharleywu.bsky.social · 07/09/2026
🚨New preprint with Fei Dai, @hanqizhou.bsky.social and @alisongopnik.bsky.social We extend empowerment (control over external states) by turning it inward. *Representational empowerment* asks which representations a learner should acquire and curate to solve future problems arxiv.org/abs/2609.02322
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Reposted by Bonan Zhao (赵博囡)
aaron bornstein @aaronbornstein.bsky.social · 03/09/2026
UC Irvine Cognitive Sciences is hiring! Focus on social cognition, broadly construed. Come be my colleague :) I am not on the search committee but happy to talk about the campus, environment, careers, etc any time. recruit.ap.uci.edu/JPF10411
recruit.ap.uci.edu
Assistant Professor - Cognitive Sciences
University of California, Irvine is hiring. Apply now!
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Reposted by Bonan Zhao (赵博囡)
Grace Lindsay @neurograce.bsky.social · 30/08/2026
This paper shows how measures and constructs in psychology get introduced but rarely reused. Would love to see a similar analysis done on methods of analyzing neural data. A Fragmented Field: Construct and Measure Proliferation in Psychology" Anvari et al., 2025 journals.sagepub.com/doi/10.1177/...
Treemap plots for (top) personality and social psychology and (bottom) clinical and health psychology. Each tile shows one measure, labeled with its acronym if it fits on the tile. Larger tiles indicate that the measure has been used a higher number of times; the many smaller tiles show fragmentation.
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Reposted by Bonan Zhao (赵博囡)
Marius Mercier @mariusmercier.bsky.social · 30/03/2026
Thrilled to share that our new paper is now out in @cognitionjournal.bsky.social: "Who knows what? Bayesian Competence Inference guides Knowledge Attribution and Information Search," with @oliviermorin.bsky.social , @hugoreasoning.bsky.social & @tadegquillien.bsky.social! Link: tinyurl.com/ykyhxcc6
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Reposted by Bonan Zhao (赵博囡)
Marc Coutanche @marccoutanche.bsky.social · 11/08/2026
🧠🧵 New paper accepted at @jocn.bsky.social! Led by @amyqixx.bsky.social We found that memory traces carry an "echo" of how they were last accessed: the way you retrieve a concept leaves a measurable signature in the brain the next time you recognize it. doi.org/10.1162/JOCN... 1/9
doi.org
Memory Traces Reflect How They Were Last Accessed
Abstract. Episodic memories are known to change with each act of retrieval. We hypothesize that accessing semantic knowledge in different ways during episodic retrieval—from unique perceptual features...
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Reposted by Bonan Zhao (赵博囡)
Chaz Firestone @chazfirestone.bsky.social · 13/08/2026
Learned a lot from the recent BBS target article by @mdubova.bsky.social and @sabinasloman.bsky.social, and also from this new commentary by @talboger.bsky.social! Take a look at Tal's explainer thread below 👇
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Reposted by Bonan Zhao (赵博囡)
Tianyuan Teng @tyteng.bsky.social · 13/08/2026
You'd think people prefer the simplest explanation of an uncertain world — Occam's razor. Our data says no, across 2 modalities, 2 tasks, 8 experiments: people often perceive illusory structure that isn't there and prefer moderate complexity. Out now in Nature Comms! www.nature.com/articles/s41...
nature.com
Human learning of probability distributions is biased toward moderate structural complexity - Nature Communications
Humans build internal models from online observations to adapt to new environments. Here, the authors show that individuals are biased towards building models with moderate structural complexity, rega...
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Bonan Zhao (赵博囡) @bonan.bsky.social · 04/08/2026
This is so good! The later half ramps up so quickly to so many insightful points on what learning means with today’s technology. Also explains why the writing process can be such a powerful way to facilitate thinking.
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Reposted by Bonan Zhao (赵博囡)
Minds, Machines, and Brains (MMB) @mmb-journal.bsky.social · 02/08/2026
Hello world! 👋 We’re Minds, Machines, and Brains (MMB) 👤🤖🧠 a new open access journal from @mitpress.bsky.social exploring the principles of intelligence and cognition across natural and artificial minds. Submissions open this Fall! 🔗 direct.mit.edu/mmb
direct.mit.edu
Minds, Machines, and Brains | MIT Press
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Bonan Zhao (赵博囡) @bonan.bsky.social · 30/07/2026
Perhaps the best material on causal models, and cognitive scientists also teach in latex beamer
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Reposted by Bonan Zhao (赵博囡)
tadegquillien.bsky.social @tadegquillien.bsky.social · 29/07/2026
Interested in learning about Causal Models? The slides for the summer school course that @bonan.bsky.social and I taught at Tsinghua are now online: quillienlab.github.io/summer_school/
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Reposted by Bonan Zhao (赵博囡)
Max Taylor-Davies @maxtaylordavies.bsky.social · 29/07/2026
🍄 New paper out in PLOS Computational Biology! 🍄 I, and others, have previously drawn a comparison between the classic “cost-avoidance” argument for social learning and the central idea of resource rationality... (1/8)
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Reposted by Bonan Zhao (赵博囡)
Tania Lombrozo @tanialombrozo.bsky.social · 27/07/2026
What do rubber ducks have to do with learning and AI? You can find out in my TEDx talk, released today as an Editor’s Pick at the YouTube TED Channel! www.youtube.com/watch?v=cbiy...
youtube.com
How you can learn in a world of information overload | Tania Lombrozo | TEDxNewEngland
YouTube video by TEDx Talks
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Reposted by Bonan Zhao (赵博囡)
Ben Prystawski @benpry.bsky.social · 23/07/2026
How do people learn abstract knowledge over generations in a crafting game with rich structure? Come by my talk in the cultural evolution session on Friday morning at #CogSci2026 to find out!
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Reposted by Bonan Zhao (赵博囡)
Mike Frank @mcxfrank.bsky.social · 23/07/2026
If you’re at #cogsci2026, please come see presentations by some of the great folks collaborating with the Language and Cognition Lab at Stanford!
LangCog lab talks and posters at cogsci2026
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Reposted by Bonan Zhao (赵博囡)
Tobias Gerstenberg @tobigerstenberg.bsky.social · 20/07/2026
The Causality in Cognition Lab is pumped for #CogSci2026 🇧🇷
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Reposted by Bonan Zhao (赵博囡)
tadegquillien.bsky.social @tadegquillien.bsky.social · 20/07/2026
You roll a fair die, hoping to get a 6. If you are successful, did you *intentionally* roll a 6? In a new paper, I explain why people hesitate to call lucky outcomes intentional:🧵 direct.mit.edu/opmi/article...
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Bonan Zhao (赵博囡) @bonan.bsky.social · 20/07/2026
Time for #CogSci2026 @cogscisociety.bsky.social! Excited to chat about the latest work from my wonderful collaborators - we’ve been thinking about library learning, social learning, and their interaction with resource rationality. Drop a message, or just stop me if you see me!
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Reposted by Bonan Zhao (赵博囡)
Marcel Binz @marcelbinz.bsky.social · 09/06/2026
Excited to announce that I'll be starting my own lab in Tübingen this October! Hiring at all levels: Postdoc, PhD & RA. Want to work on computational cognitive science at scale? Apply: core-cognition.github.io Reposts and shares much appreciated 🙏
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Reposted by Bonan Zhao (赵博囡)
Taylor Webb @taylorwwebb.bsky.social · 11/06/2026
Very excited to share that my lab will be moving to Princeton (Neuroscience & Psychology) this fall. I'll be recruiting at all levels (more info to come soon), please share / get in touch if you're interested in joining!
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Reposted by Bonan Zhao (赵博囡)
Melanie Mitchell @melaniemitchell.bsky.social · 03/06/2026
It's always a treat to read Ted Chiang's thoughts on AI. www.theatlantic.com/philosophy/2...
theatlantic.com
No, Artificial Intelligence Is Not Conscious
Taken to its logical conclusion, this line of thinking is absurd—and damning.
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Reposted by Bonan Zhao (赵博囡)
tal boger @talboger.bsky.social · 26/05/2026
Complexity is ubiquitous in the world around us. But different stimuli are complex for different reasons. Does the mind nevertheless represent a ‘unified’ notion of complexity across domains? In @nathumbehav.nature.com, @chazfirestone.bsky.social & I show the answer is: yes! osf.io/preprints/ps...
Complex and simple stimuli across a variety of domains. Even though these stimuli are complex for different reasons, we suggest the mind unifies them by their complexity. https://osf.io/preprints/psyarxiv/p9xe3_v1
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Reposted by Bonan Zhao (赵博囡)
Sam Gershman @gershbrain.bsky.social · 22/05/2026
I totally agree, science is not a simple optimization problem, or at least not in the form conceived by most existing systems. @battleday.bsky.social and I wrote about this recently from a somewhat different perspective (emphasizing the 'problem problem'): gershmanlab.com/pubs/Battled...
gershmanlab.com
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Reposted by Bonan Zhao (赵博囡)
tadegquillien.bsky.social @tadegquillien.bsky.social · 06/05/2026
Our new paper with @maxtaylordavies.bsky.social introduces a resource-rational model of Theory of Mind. The model can explain many of the successes and failures of mindreading in human adults and children, and non-human primates. 🧵 royalsocietypublishing.org/rspb/article...
royalsocietypublishing.org
Factive mindreading reflects the optimal use of limited cognitive resources
Abstract. The capacity to represent the mental states of other individuals, known as ‘mindreading’ or ‘theory of mind’, is key to successful social predict
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Reposted by Bonan Zhao (赵博囡)
Kanishka Misra @kanishka.bsky.social · 11/05/2026
New opinion piece on the interface between research on concepts and categories in minds vs. in neural network LMs! I take the position that there is much to be learned from this interface (e.g., learning about concepts from language alone) and outline some directions for future.
Title page of "Semantic Cognition for and from Language Models" followed by a figure showing tests that target conceptual structure and content vs. those that target function.
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Bonan Zhao (赵博囡) @bonan.bsky.social · 17/08/2025
My Lab at the University of Edinburgh🇬🇧 has funded PhD positions for this cycle! We study the computational principles of how people learn, reason, and communicate. It's a new lab, and you will be playing a big role in shaping its culture and foundations. Spread the words!
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Reposted by Bonan Zhao (赵博囡)
Vélez Lab at UCSD @velezcolab.bsky.social · 29/07/2025
The CoLab is headed to #CogSci2025!! 🥳 Here's where to find us!
A lineup showing upcoming talks and posters for the CoLab at CogSci 2025. 

Wednesday
Natalia Vélez: Understanding structural diversity in human collaboration
Metareasoning Workshop, Pacific H, 10:30-11:10am

Thursday
Huang Ham: Collaborative encoding of visual working memory
P1-H-244

Friday
Bonan Zhao (new PI!): Discovering hidden laws in innovation by recombination
P2-Z-231

Elizabeth Mieczkowski: A normative account of specialization: How task and environment shape role differentiation in collaboration
P2-M-133

Bella Fascendini: Are two-year-olds intrinsically motivated to explore their own competence?
Learning & Development 2, Salon 6, 1-2:30pm

Saturday
Renée Creppy (first-timer!): Children’s expectations of dominant and prestigious leaders
P3-C-40

Natalia Vélez: Thinking in teams
Invited Symposium: New Theoretical Directions in Cognitive Science
Salon 7, 2:15-3:45pm
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Reposted by Bonan Zhao (赵博囡)
Mark Dingemanse @markdingemanse.net · 07/07/2025
We're hiring! Join us to work at the intersection of social interaction and language technology. Postdoc and PhD positions in my Futures of Language research group, based at Radboud University in Nijmegen, NL Read more: markdingemanse.net/futures/news... #linguistics #interaction #sts #emca #hci
Aerial photograph of Radboud University campus with the Erasmus tower in the foreground: tallest building in Nijmegen & home to the Futures of Language project. Source: RU
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Reposted by Bonan Zhao (赵博囡)
Junyi Chu @junyi.bsky.social · 06/06/2025
🧩 On problem solving (6/30, 2-3pm PT): Kelsey Allen, @bonan.bsky.social @ranjaykrishna.bsky.social
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