Happy to report that our survey study on the diversity with which people seem to experience their mental imagery is now published in RSOS :) doi.org/10.1098/rsos...
I posted a longer thread summarising the findings some months ago when we first put out the preprint: bsky.app/profile/samp...

We believe visual neuroscience is undergoing a paradigm shift — and the Beyond Binding exchange in @TrendsCogSci makes it visible. Five papers, excellent critics, and a discussion that sharpened and nuanced our argument. Thread 👇

STARMAN In this meditative, intergalactic biopic, we follow Gentry Lee, Chief Engineer for Planetary Exploration at NASA’s Jet Propulsion Laboratory and sci-fi writer, on his journey to space and on Earth.

After that, it is three floors up to attend a screening of Spaceman, a documentary featuring Gentry Lee (who sits in the row next to me), who worked at NASA as chief engineer for the Viking and Voyager expeditions to search for extraterrestrial life.
#AAASmtg

starmanmovie.com

neuroAI comparisons of ANNs to brains do have a range of problems. Even more than I had realized. And I was worried before: www.biorxiv.org/content/10.1...

(Mic check 1-2-3)

I'm on the job market🚨

I’m a social psychologist building computational models to study social cognition, attitudes, polarization, and how people update beliefs.

Evidence accumulation models, Hierarchical Bayes, Agent-based models, NLP, etc.

Interested in formal theorizing!

And many more ongoing extensions using Joint Modeling, ABMs, NLP, etc. Check out my website (sites.google.com/view/abhayal...) and reach out if interested! I'll also be at @spspnews.bsky.social presenting my work on how to join multiple measures of the same construct/s under unified formal models

PsychoPy Studio: the app we love, reimagined It’s now over 20 years since PsychoPy’s humble beginnings as an open-source Python library to help users present high-precision stimuli and collect responses from participants. Since 2009 PsychoPy…

We're getting excited... just putting the finishing touches to
**PsychoPy Studio**

This is a complete rewrite of the PsychoPy Builder/Coder app, now packaged in Electron.

Faster load, modernised UI, web-ready, independent of the Python interpreter
🎉 🚀

blog.psychopy.org/general%20bl...

AI "impedes [theory because we're] interested in human-understandable theory and theory-based models, not statistical models which provide only a representation of the data. Scientific theories and models are only useful if [we understand them and] they connect transparently to research questions."

GitHub - esennesh/numpyro_template: Numpyro probabilistic programming projects made easy Numpyro probabilistic programming projects made easy - esennesh/numpyro_template

Apropos of absolutely nothing, I've been slowly but surely recreating half of PyTorch Lightning in Jax with Numpyro to use as a way of organizing codebases. github.com/esennesh/num...

🧪🧬🌏🦠🔭

‘A bombshell’: doubt cast on discovery of microplastics throughout human body Exclusive: Some scientists say many detections are most likely error, with one high-profile study called a ‘joke’

🎓⚕️🧪🔬📰
The way we do science today is very vulnerable to clickbait and sensationalist headlines

Remember the microplastics in your brain, in male testes and in your bloodstream?

It didn't make sense with what we knew, but it made great entertainment. #BadScience
www.theguardian.com/environment/...

"Robustness" Is Not Replication We must be clear about what we are doing

"Our job is to find the correct choice of specifications, not to see how many changes a result is robust to. A result can be completely correct, and yet not be robust to even small changes; conversely, a result can be robust to many different changes, and yet be wrong."

By @captgouda24.bsky.social

A Population Vector Model of Visual Working Memory for Real-World Scenes www.biorxiv.org/content/10.64898/2026.01...

Modeling non-dual awareness via constraint closure: a reinterpretation of groundlessness Abstract. Non-dual awareness (NDA) refers to a shift in consciousness in which the usual distinction between subject and object dissolves, and experience i

Modeling non-dual awareness via constraint closure: a reinterpretation of groundlessness url: academic.oup.com/nc/article/2...

Whether you love causal graphs, hate causal graphs, or just want to find out what the heck a causal graph is, you’ll want to watch my talk on how to *actually* make causal graphs.

Sign up at the link below👇🏼

How can teachers learn to teach effectively and equitably? - Journal of Mathematics Teacher Education Journal of Mathematics Teacher Education -

Grateful for this beautiful review of our book, "Teacher Learning of Ambitious and Equitable Mathematics Teaching: A Sociocultural Approach"

link.springer.com/article/10.1...

On Misunderstanding the Poverty of the Stimulus Argument The Poverty of the Stimulus Argument is not (really) an argument, and usage-based approaches reliant on LLMs to refute it are weakened.

I wrote up some thoughts on why the Poverty of the Stimulus Argument - a mainstay in linguistics and other areas of CogSci - is not (really) an argument.

I also argue, controversially, that usage-based reliance on LLMs to refute the POSA are weakened. 🧵

vincentcarchidi.substack.com/p/on-misunde...

This is so, so good

Industry Influence in High-Profile Social Media Research To what extent is social media research independent from industry influence? Leveraging openly available data, we show that half of the research published in top journals has disclosable ties to indus...

Ever wonder what proportion of high profile social media research is tied to the tech industry?

New from me, @cailinmeister.bsky.social, @jevinwest.bsky.social and @carlbergstrom.com.

Thread tomorrow.

arxiv.org/abs/2601.11507

As an editor of a scientific journal, this essay feels very familiar: it’s about how AI coding tools are making it harder to maintain quality in open source software. The solution cannot be to just use AI agents to evaluate too, right? What historical parallels can we learn from?

Science journals retract 500 papers a month. This is why it matters A small team of volunteers is tracking thousands of falsified studies, including cases of bribery, fraud and plagiarism

Science journals retract 500 papers a month. This is why it matters

Things, to be and the computer metaphor From birth, we learn to communicate through language—but language misleads us. It convinces us that we truly know what things are, that we comprehend the abstract essence of a thing. This illusion sha...

The Thing Trap: How Language Locked Us Into the Wrong Model of Mind

ocrampal.com/things-to-be...

#philosophy #science #psychology #AI #intelligence #physics #biology #philmind #philsci #philsky #philpsy #neurosky #neuroskyence

Reliability and validity of multi-band multi-echo fMRI www.biorxiv.org/content/10.64898/2026.01...

Investigating the methodological foundation of lesion network mapping - Nature Neuroscience The lesion network mapping method links diverse brain lesions to similar functional brain networks, reflecting general brain organization rather than disorder-specific circuits.

Wake up, babe, heir to the dead fish fMRI study just dropped. www.nature.com/articles/s41... thx @sifu.tweety.fish @jimthommo.bsky.social for the tip. Whooooof.

Methodological misalignment in cognitive measurement

Context in decision making

Context in brain

On Jan 15, 2026 I attended the webinar “Methodological Misalignment in Cognitive Measurement”, by Olha Sobetska.

It offered a sharp reminder that many so-called cognitive errors are really measurement problems.

Thank you for organizing @johanneskleiner.bsky.social

#conscio #cognition

ECogS 2026 What does embodied cognitive science have to say about recent developments in AI, and what might these developments reveal about the nature and limits of embodied cognition? Under the theme “From Embo...

ECogS 2026: International Conference on Embodied Cognitive Science
Nov 9–13, 2026 | OIST, Japan

Theme: “From Embodied AI to LLMs and Back”

Details forthcoming: www.oist.jp/conference/e...

#embodiedcognition #AI #conference

𝗪𝗵𝗮𝘁 𝗮𝗿𝗲 𝘄𝗲 𝘁𝗵𝗶𝗻𝗸𝗶𝗻𝗴?
That I don't know but D Brooks discusses some ideas of my book, The Entangled Brain: '"neuronal ensembles distributed across multiple brain regions,” which, like a murmuration of starlings, “forms a single pattern from the collective behavior."'
www.nytimes.com/2026/01/16/o...

It won't actually exist for another month or so, but because it now 'exists' on amazon, I'll humbly observe that, after working through this book, your student/trainee would be able to read and understand all but two or three papers in this week's J. Neurosci. Check it out:

Congrats to @markbrandonlab.bsky.social and his lab for this exciting discovery about the hippocampus and reward:

Those really big effect sizes are one target for establishing what’s-what in particle physics and should be for us too. And then, of course, there’s the importance of understanding how human behavior & brains work /1
arxiv.org/html/2411.00...