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mcxfrank.bsky.social
Cognitive scientist at Stanford. Open science advocate. Symbolic Systems Program director. Bluegrass picker, slow runner, dad. http://langcog.stanford.edu
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Always interesting when you come across a new paper that devotes an entire section (!) to describing why one of your projects is ill-conceived. I guess any attention is good attention... I'm flattered you paid attention enough to hate my idea!

In @nature.com we show that humans lived in rainforests ~150,000 years ago – over double the previous oldest estimate. Their presence in West Africa’s rainforests demonstrates the spread of early humans and places ecological diversity at the heart of our species. www.nature.com/articles/s41...

Is it just me? When I click on a link to APA psychnet, I get their search page. Then if I close the window and click the link AGAIN, I get the actual paper....

Ever looked at LLM skill emergence and thought 70B parameters was a magic number? Our new paper shows sudden breakthroughs are samples from bimodal performance distributions across seeds. Observed accuracy jumps abruptly while the underlying accuracy DISTRIBUTION changes slowly!

This is a great paper. Elegant model and interesting conclusion! Thanks for the rec.

📃Pragmatics as Social Inference About Intentional Action New paper with @mcxfrank.bsky.social in Open Mind We show that pragmatic inferences - work w/o language - take into account senders' epistemic states - are conditional on intentional production of signals direct.mit.edu/opmi/article...

Do children understand all types of visual media in the same way? "Cross-contextual diversity in children’s early understanding of visual media" - a new review paper led by Rebecca Zhu: osf.io/preprints/ps...

Have you checked out the Open Encyclopedia of Cognitive Science?

🚨Paper alert 🚨 Need a social cognition task for measuring individual- and community-level variation? We are excited to share the TANGO-CC with you! 👀 Paper: doi.org/10.1177/2515... w/ @mcxfrank.bsky.social @patkanngiesser.bsky.social @kirstensutherland.bsky.social @elmanubohn.bsky.social...

My first and second research home(s)! Both incredible labs to grow in and do exciting work with before grad school. Apply to be lab manager with Mike or Hyo!!

Now hiring for two lab manager positions at Stanford! Hyo Gweon and I are coordinating joint searches since our labs collaborate frequently. Please join us! careersearch.stanford.edu/jobs/researc... and careersearch.stanford.edu/jobs/lab-coo...

Really interesting review of statistical techniques for assessing generalizability of estimates and transporting them from one population to another. I wish we thought about this stuff more - and in this more sophisticated way - in dev psych/cognitive science. www.annualreviews.org/content/jour...

Thoughtful discussion article describing different perspectives on how to make decisions about replication: www.pnas.org/doi/full/10....

I'm on the Ed-Technical podcast today, talking about "Babies & AI: what can AI tell us about how babies learn language?" www.buzzsprout.com/2241345/epis...

So I just read this yesterday. Wonderful study that robustly explores the relationship between what language kids hear and what they learn. My take homes 1/

Why does Western paleolithic cave art strongly prefer animal side views and often abbreviations? Our new #eSymb preprint (osf.io/preprints/ps... w Pagnotta, Psujek, Mendoza Straffon and Tylén ) challenges long-held assumptions about these artistic choices based on cogsci experiments. 1/

Massive congratulations to my friend and @jhu.edu colleague, @chazfirestone.bsky.social! Chaz will receive the 2025 APA Distinguished Scientific Award for an Early Career Contribution to Psychology, in the area of perception and motor performance. A well-earned honor for a superstar!

Now powering LEVANTE tasks as well!

Tour de force from @anyawma.bsky.social developing a new, computer-adaptive approach to reading assessment at scale for use in research and educational practice! link.springer.com/article/10.3...

How strong is the relationship between caregiver speech and language development? A meta-analysis (Coffey & Snedeker) - important attempt to try and estimate input-uptake relationships across studies www.cambridge.org/core/journal...

In a dynamic reinforcement learning task, human players adaptively employ a mix of decision strategies, including model-based learning but also the successor representation. www.nature.com/articles/s44...

Is grammar different from the lexicon? I've long thought that they are intimately related in children's development (a "lexicalist" view), based on analyses by Liz Bates and repeated by us: langcog.github.io/wordbank-boo... A cool new paper by Donnelly et al. questions this: doi.org/10.1016/j.jm...

Eugenic Thinking and the Cognitive Sciences by Robert A. Wilson: https://doi.org/10.21428/e2759450.c9a5f080

Compositionality by Christopher Potts: https://doi.org/10.21428/e2759450.494deacd

Word Learning by Michael C. Frank: https://doi.org/10.21428/e2759450.5e3f2bda

Cultural Attractors by Dan Sperber: https://doi.org/10.21428/e2759450.61e20c82

Well that’s an awfully nice start to 2025! @bergelsonlab.bsky.social @mcxfrank.bsky.social @caitlingstone.bsky.social @juliemarkant.bsky.social @jkileyhamlin.bsky.social @mekline.bsky.social @shafalijeste.bsky.social

Honored that a piece I wrote made it to NYTimes. It’s about how my mom’s stroke changed my connection to time, science, and nature. What a privilege to honor my mom in Modern Love. Below is a gift link. Let me know your thoughts 🙏🏼 www.nytimes.com/2024/12/20/s...

Check out the IRW, a huge data repository for psychometrics research!!

1/ What might data-rich #psychometrics research look like? As a first example, consider @jbgilbert.bsky.social on heterogeneous treatment effects (HTE). Josh uses #irt to examine item-level HTE, with insights drawn from 75 datasets across 48 randomized trials (arxiv.org/abs/2405.00161).

Great list of development and education folks!

Parent earnings and the returns to universal pre-K - big benefits to parent income from having free childcare! www.nber.org/system/files... H/t @emilyoster.bsky.social

Ever seen a young child keep talking to you even when it's too noisy to hear? When do they learn that this doesn't work? "Children’s understanding of how noise disrupts verbal communication" - new paper by Aaron Chuey, Rondeline Williams, me, and Hyo Gweon. osf.io/preprints/ps...

What counts as in-context learning (ICL)? Typically, you might think of it as learning a task from a few examples. However, we’ve just written a perspective (arxiv.org/abs/2412.03782) suggesting interpreting a much broader spectrum of behaviors as ICL! Quick summary thread: 1/7

Do you need educational and psychological item response data to do your research? The IRW has 600 item response datasets (more coming!), distributed in a standardized format and ready for analysis.

Studying curiosity and social behavior in real and virtual fish! Pretty cool. www.nature.com/articles/s41...