Kushin Mukherjee

@kushinm.bsky.social

Postdoctoral researcher @ Stanford

Can kids track how unfamiliar speakers use grammatical patterns to guess who is speaking? Yes they can, at least when the speakers are groups of nifty-looking aliens! Exciting new work on early sociolinguistic development by Yiran Chen and Lynna Tran in my lab. academic.oup.com/chidev/advan...

Children infer speaker groups from variation in morphosyntactic patterns

Abstract. Variation in how people use language provides powerful cues to social identity. As children join a language community, they must acquire such soc

academic.oup.com

How do people make use of so many different modalities to communicate? Come learn more at our Unconventional Communication workshop at #CogSci2026! 🗓️ Wed, 7/22, 8:30am 🔗Full program: unconventional-communication.github.io Here's what we'll be covering 👇

Unconventional Communication (CogSci 2026)

Unconventional Communication is a workshop exploring how humans convey meaning across different modalities.

unconventional-communication.github.io

Telling two people to be selfish barely changes their behavior, unless they both know they got the same message! Our #CogSci2026 paper reveals that these group expectations only matter when we all know that we share the same expectations.

Bild

When you meet someone new, what kind of questions do you ask? It’s tempting to think that *really* getting to know people is just a matter of asking the right questions. Excited to share the next chapter in ongoing work on what makes a *deep question* with amazing collaborators...

Bild

Really proud to be part of this dream team! We make a strong case for end-to-end systems that can not only propose new cognitive theories but *validate* them by collecting human data! ✨ Check out project lead Ben’s thread for the highlights and a link to our preprint!

Ben Prystawski@benpry.bsky.social · 2mo ago

New preprint! AI agents have shown impressive scientific automation capabilities. Can we apply them to psychology research, *including* human data collection? We introduce auto-psych, a framework that proposes cognitive models and uses them to design and run human experiments. 1/

I don't know who needs to know this, but Pro Publica has an online thing that will format a letter to your US health insurance company to demand the records behind a claim denial. (which the insurance is then legally required to provide in most cases) projects.propublica.org/claimfile/

Find Out Why Health Insurance Denied Your Claim

You likely have the right to access records that explain why your insurer denied your claim or prior authorization request. Use ProPublica’s free tool to generate a letter requesting your claim file f...

projects.propublica.org

Three ManyBabies projects - big collaborative replications of infancy phenomena - wrapped up this year. The first paper came out this fall. I thought I'd take this chance to comment on what I make of the non-replication result. 🧵 bsky.app/profile/laur...

Laura Schlingloff-Nemecz@laurasn.bsky.social · 2y ago

The Manybabies4 paper is out! Infants' Social Evaluation of Helpers and Hinderers: A Large-Scale, Multi-Lab, Coordinated Replication Study onlinelibrary.wiley.com/doi/abs/10.1... 1000 babies tested in 37 labs; "Overall, 49.34% of infants preferred Helpers over Hinderers in the social condition"

📄👀: cross-modal information flow in multimodal large language models neat interpretability work on how visual and linguistic information is integrated in MLLMs: "the model first transfers the more general visual features of the whole image into the representations of (linguistic) question tokens."

Cross-modal Information Flow in Multimodal Large Language Models

The recent advancements in auto-regressive multimodal large language models (MLLMs) have demonstrated promising progress for vision-language tasks. While there exists a variety of studies investigatin...

arxiv.org