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Gary Lupyan

@glupyan

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Latest posts by Gary Lupyan @glupyan

Of all the analogies, this one about horses is the dumbest.

06.03.2026 05:48 👍 33 🔁 5 💬 5 📌 1
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📣📣📣

Applications for the 2026 Diverse Intelligences Summer Institute (DISI) are now open!!

Are you interested in intelligence, mind, and cognition in all its forms? Early-career scholars from any discipline—and storytellers in any medium—are encouraged to apply!

More info: disi.org

02.03.2026 18:12 👍 26 🔁 20 💬 0 📌 5

Say more!

28.02.2026 23:14 👍 1 🔁 0 💬 1 📌 0

@ucsandiego.bsky.social once again leading the way on high-quality teaching faculty positions. We should all follow!

28.02.2026 14:33 👍 22 🔁 1 💬 1 📌 0
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Human-level 3D shape perception emerges from multi-view learning Humans can infer the three-dimensional structure of objects from two-dimensional visual inputs. Modeling this ability has been a longstanding goal for the science and engineering of visual intelligenc...

excited to share some recent work!

neural networks trained on multi-view sensory data are the first to match human-level 3D shape perception

we predict human accuracy, error patterns, and reaction time—all zero-shot, no training on experimental data

arxiv.org/abs/2602.17650

1/🧠

26.02.2026 16:28 👍 39 🔁 6 💬 1 📌 1

Another example: abuse of handicap permits for parking. I know people who abuse them with absolutely no thought for what would happen if more people did the same.

26.02.2026 16:39 👍 2 🔁 0 💬 0 📌 0

💯 I do wonder whether decisions to use this type of service is a truly personal one vs. not wanting to be the sucker not doing it when the people around you are doing it.

25.02.2026 16:07 👍 3 🔁 0 💬 1 📌 0

first empirical paper from the Aulet lab! What does learning to count do to a brain? We trained neural networks on different tasks and only counting (i.e., predicting the number of dots in a dot array) reorganized representations around number. New preprint:

03.02.2026 15:56 👍 31 🔁 12 💬 1 📌 0

Considering that we can barely get people to do logical reasoning *with* deliberation, I'm curious what compelling evidence there is for automatic *logical* inferences (rather than all the other types of inferences). Guess I need to read the preprint!

24.02.2026 21:16 👍 1 🔁 0 💬 1 📌 0
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Patterns, Thinking, and Cognition What happens when we think? How do people make judgments? While different theories abound—and are heatedly debated—most are based on an algorithmic model of how the brain works. Howard Margolis builds...

Check out Margolis's 1989 highly prescient book. He was/is totally right (though I wish the writing was... better) press.uchicago.edu/ucp/books/bo....

24.02.2026 21:14 👍 1 🔁 0 💬 1 📌 0

Looking forward to reading this Jake! I very much agree that deliberative thinking has not been studied for a while; the talk aloud protocols of the earlier era of reasoning work has fallen out of favor even though it's so much easier to do this now!

24.02.2026 21:12 👍 3 🔁 0 💬 1 📌 0

a few sociopaths and a whole lot of tragically insecure people.

24.02.2026 17:14 👍 0 🔁 0 💬 0 📌 0
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Opinion | The Infrastructure of Jeffrey Epstein’s Power

Oh ffs! 😡 btw, Ezra Klein's recent podcast about the source of Epstein's power is eye opening (and infuriating) www.nytimes.com/2026/02/13/o... It's amazing how insecure everyone is...

23.02.2026 22:12 👍 1 🔁 0 💬 1 📌 0

Academia is diverse. In some fields, many academics think that writing papers has long been the BS part of their job, so they're happy to automate it away. In other cases, people are using LLMs to help find new research, to code... There are so many LLM use cases that aren't about replacing writing!

23.02.2026 18:16 👍 0 🔁 0 💬 0 📌 0

Fabulous lineup and a critically important topic!

21.02.2026 17:49 👍 3 🔁 2 💬 1 📌 0
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Matching sounds to shapes: Evidence of the bouba-kiki effect in naïve baby chicks Humans across multiple languages spontaneously associate the nonwords “kiki” and “bouba” with spiky and round shapes, respectively, a phenomenon named the bouba-kiki effect. To explore the origin of t...

“Humans across multiple languages spontaneously associate the nonwords kiki & bouba with spiky & round shapes, respectively...We tested the bouba-kiki effect in baby chickens. Similar to humans, they spontaneously chose a spiky shape when hearing a kiki sound & a round shape when hearing a bouba.”😲🧪

19.02.2026 19:20 👍 334 🔁 124 💬 13 📌 40
Microsabbaticals at Princeton Psychology Microsabbaticals at Princeton Psychology provide a several-week-long visit to our department for early-career faculty. The program focuses on early-career scholars who would benefit from interactions ...

Are you a junior faculty member interested in spending 2-4 weeks at Princeton Psych? Please apply for our Microsabbatical program! It’s a fully funded visit for professional development and creating long-term collaborations.
psych.princeton.edu/diversity/mi...

19.02.2026 03:05 👍 59 🔁 30 💬 0 📌 1
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You're in for a treat! Also see this one: pubmed.ncbi.nlm.nih.gov/26158991/ By funny happenstance he is also my academic grandfather neurotree.org/beta/tree.ph...

17.02.2026 03:01 👍 1 🔁 0 💬 0 📌 0

And of course this gem: pubmed.ncbi.nlm.nih.gov/26151800/. (I spent 2 years in the same building as Paul Rozin and never talked to him 😕)

17.02.2026 02:53 👍 1 🔁 0 💬 2 📌 0

Somebody should! ;) Do you know what I mean though? There's this balkanization in music cognition (kinda like people who study reading). If an alien wanted to understand what ppl do by looking at published work in psych/cog sci they'd be shocked to learn that we do this whole music thing too.

16.02.2026 21:34 👍 2 🔁 0 💬 1 📌 0

I have no way of knowing if this is a fair assessment, but it sure does seem to track..

15.02.2026 22:18 👍 1 🔁 1 💬 0 📌 0

thats Just sad man…

15.02.2026 21:58 👍 4 🔁 0 💬 1 📌 0

Yep. To me, this conclusion is "well, yes, obviously", but it seems that lots of people assume differently *even though some reflection would reveal that they have no expectation that human intelligence generalizes in a qualitatively stronger way*

15.02.2026 20:35 👍 1 🔁 0 💬 1 📌 0
Harvard Graduates Explain Seasons
Harvard Graduates Explain Seasons YouTube video by Carme Grimalt Álvaro

Not taking the bait ;) but... "People have learned to generalize which is why we immerse them in 16+ years of instruction in all manner of possible problems" (after which: youtube.com/watch?v=JXb7Oq13pjQ

15.02.2026 16:22 👍 1 🔁 0 💬 1 📌 0

@mehr.nz as a non-musician appreciator of music, I often have the thought that cognitive scientists should be more astonished of how insanely good we (humans) are at making music. But maybe b/c lots of ppl have some musical literacy, the sentiment is "well duh." And I want to scream no, seriously!

15.02.2026 14:25 👍 10 🔁 0 💬 1 📌 0

What *should* it look like though if perception *were* being penetrated by your knowledge that Kermit's just a puppet? ;)

15.02.2026 03:03 👍 0 🔁 0 💬 0 📌 0

happy to share thoughts/make suggestions if you want more feedback !

14.02.2026 19:20 👍 1 🔁 0 💬 0 📌 0

Yes it’s not just neuroscience! Scientific coding is gonna get a whole lot better and more usable (because let’s face it, the status quo is pretty pitiful)

14.02.2026 17:16 👍 3 🔁 0 💬 1 📌 0

I only get these news third-hand. We’re gonna have software on the moon or something?

14.02.2026 17:14 👍 1 🔁 0 💬 1 📌 0

would love to hear your thoughts!

14.02.2026 14:28 👍 1 🔁 0 💬 1 📌 0