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Anna (Anya) Ivanova

@neuranna.bsky.social
2.8K followers 663 following 103 posts

Language and thought in brains and in machines. Assistant Prof @ Georgia Tech Psychology. Previously a postdoc @ MIT Quest for Intelligence, PhD @ MIT Brain and Cognitive Sciences. She/her www.language-intelligence-thought.n…

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Reposted by Anna (Anya) Ivanova
Matt Goldrick @mattgoldrick.bsky.social · 27/09/2026
Deadline Oct 16: Assoc or full (tenured) prof, Artificial Intelligence, Entertainment, and Human Communication, Communication Studies, Northwestern Uni. communication.northwestern.edu/docs/soc-sen...
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Tomer Ullman @tomerullman.bsky.social · 22/09/2026
new preprint: "Directing large language models to follow the letter or spirit of the law" arxiv.org/pdf/2609.23083 (by Qian , Li, Chen, Murthy @soniakmurthy.bsky.social , Belinkov, and me) this is particularly cool/important, and I'm allowed to say it because it was headed by @pqian.bsky.social
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Robert Hawkins @rdhawkins.bsky.social · 03/09/2026
Stanford Linguistics is hiring an open-rank sociolinguist (Assistant, Associate, or Full). Materials due October 16 for full consideration; start date September 2027. Please share widely!
facultypositions.stanford.edu
Sociolinguistics, Open Rank - Stanford University, California, United States
The Department of Linguistics at Stanford University seeks applicants for a junior or senior appointment at the rank of tenure-track Assistant Professor, tenured Associate Professor, or Full Professor...
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The Algonauts Project @algonautsproject.bsky.social · 31/08/2026
(1/2) We’re excited to announce the Algonauts Project Challenge 2027 with CNeuroMod: How The Human Brain Makes Sense of Video Games 🎮 🧠 Launching end of 2026. Top 3 teams will present at CCN 2027 in Edinburgh. algonautsproject.com/2027/ #Algonauts2027 #NeuroAI #CompNeuro #fMRI
algonautsproject.com
The Algonauts Project Challenge 2027
The Algonauts Project 2027 Challenge — how the human brain makes sense of video games. Launching end of 2026. Sign up to stay updated.
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Tom McCoy @rtommccoy.bsky.social · 20/08/2026
Since many are starting grad school soon, let me re-share my One Big Tip™️ for research! Research involves many skills - collaborating, writing, presenting, etc. But many of these skills can be unified under a single overarching ability: theory of mind Blog post link in reply
Illustration of the blog post's main argument, summarized as: "Theory of Mind as a Central Skill for Researchers: Research involves many skills.If each skill is viewed separately, each one takes a long time to learn. These skills can instead be connected via theory of mind – the ability to reason about the mental states of others. This allows you to transfer your abilities across areas, making it easier to gain new skills."
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Anna (Anya) Ivanova @neuranna.bsky.social · 10/08/2026
Our #CogSci2026 paper on **self-reported variations in inner language** got the Disciplinary Diversity & Integration Award (philosophy + cogsci!) Paper: escholarship.org/uc/item/1qr6... +a journal-length preprint coming soon By Raquel Krempel, Jin Li @ruimingao.bsky.social @ruifengyu.bsky.social
escholarship.org
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Anna (Anya) Ivanova @neuranna.bsky.social · 07/08/2026
Catching up on email while stuck at an airport post #CCN2026 with half the outbound flights cancelled... Solidarity to others in this position
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neurotaha @neurotaha.bsky.social · 03/08/2026
Excited to be at #CCN2026 in NYC! I’ll be presenting our poster, “Divergent Scaling Patterns in the Auditory Cortex vs. Other Brain Regions Reveal Distinct Sources of LLM–Brain Alignment,” with @neuranna.bsky.social 📌 Poster B78 · Session B 🗓️ Tuesday, August 4 Come say hi and check it out!
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Anna (Anya) Ivanova @neuranna.bsky.social · 03/08/2026
The language, intelligence & thought (LIT) lab is presenting at #CCN2026 on Tuesday! 1/
LIT lab @ CCN 2026

Kamya Hari - Independent-component-based encoding models of brain activity during story comprehension
Poster B41

Taha Binhuraib - Divergent scaling patterns in the auditory cortex vs. other brain regions reveal distinct sources of LLM-brain alignment 
Poster B78

Anya Ivanova - Is NeuroAI adopting the right methods and theoretical frameworks?
GAC
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Ev Fedorenko @evfedorenko.bsky.social · 03/08/2026
Thrilled to be on the board of this new OA journal that fills a critical niche! Kudos to the co-Editors-in-Chief (@lisik.bsky.social,KendrickKay,ElliePavlick) and a big TY to @mitpress.bsky.social for supporting this important effort! JIT for @cogcompneuro.bsky.social :) Send us your stuff (soon!)
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bioRxiv Neuroscience @biorxiv-neursci.bsky.social · 27/07/2026
Scaling laws for group-constrained, subject-specific task fMRI analyses www.biorxiv.org/content/10.64898/20…
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Anna (Anya) Ivanova @neuranna.bsky.social · 30/07/2026
New preprint! Scaling laws for functional ROI analyses with fMRI. A truly impressive detailed work by @ruimingao.bsky.social #neuroskyence 🧠🧪
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Taylor Webb @taylorwwebb.bsky.social · 26/07/2026
I'm recruiting two postdocs (or potentially PhD students) to work on projects at the intersection of cognition, neuroscience, and AI (with a particular emphasis on mechanistic interpretability). Apply here: docs.google.com/forms/d/e/1F... and please share!
docs.google.com
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Anna (Anya) Ivanova @neuranna.bsky.social · 20/07/2026
What makes an AI agent capable of deception? We explore this question in our new position piece! It's been super fun to brainstorm on this non-trivial & consequential topic with @eyasayesh.bsky.social and team. Preprint: osf.io/preprints/ps... Thread: ⬇️
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Anna (Anya) Ivanova @neuranna.bsky.social · 17/07/2026
Excited to participate in a GAC discussion at #CCN2026 on Aug 4th! Is NeuroAI on the right track? What are the most glaring issues? Comment below and help us prepare for our panel discussion! sites.google.com/ccneuro.org/...
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Anna (Anya) Ivanova @neuranna.bsky.social · 27/06/2026
I’ve done informal tests on LLMs like that - cool to see them evaluated at scale!
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Imaging Neuroscience @imagingneurosci.bsky.social · 26/06/2026
New paper in Imaging Neuroscience by Ruimin Gao, Anna A. Ivanova, et al: The language network responds robustly to sentences across tasks doi.org/10.1162/IMAG...
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samuel mehr @mehr.nz · 20/06/2026
Other good alternatives are Collabra Psychology, which has a low APC and like Open Mind is run by a university press (not a giant commercial publisher!); or Cognitive Science, which despite being Wiley is owned by the Cogsci Society so its profits go to the scientific community
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languagemit.bsky.social @languagemit.bsky.social · 20/06/2026
—— Open Mind is MIT Press’s Diamond Open Access Cognitive Science journal. We now have our first Impact Factor: 2.9 as of June 2026 Submit your papers to Open Mind direct.mit.edu/opmi
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Women in AI Research - WiAIR @wiair.bsky.social · 17/06/2026
After a break, the #WiAIR Women in AI Research Podcast is back! Our next guest is Anna Ivanova @neuranna.bsky.social from Georgia Tech, whose research tackles a fundamental question in AI and cognitive science: 🧠 What is the relationship between language and thought? Don't miss!
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René Walter @rawx.bsky.social · 13/06/2026
AI is intelligence without cognition goodinternet.substack.com/p/intelligen... but anendophasia, thinking sans inner monologue, is fascinating. I described it as "surfing concept clouds" a while ago, today i'd simply say that thinking in vectors is the underlying mode of all thinking.
goodinternet.substack.com
A Quiet Mind: On the lack of inner speech
Surfing Concept Clouds in Neuro Skies.
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Anna (Anya) Ivanova @neuranna.bsky.social · 12/06/2026
Thanks to the Weber School for inviting me to give a #TEDx talk! I discuss how much people vary in their inner thought — from thinking mainly in words to thinking mostly abstractly — and the implications it has for understanding AI cognition. youtu.be/WAm0XQIRBMw
youtu.be
Do We Think In Words? Does AI? | Anna Ivanova | TEDxWeber School Youth
YouTube video by TEDx Talks
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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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Anna (Anya) Ivanova @neuranna.bsky.social · 04/06/2026
Now out in Imaging Neuroscience! The language network responds robustly to sentences across tasks doi.org/10.1162/IMAG...
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Rocco Chiou @rocco-chiou.bsky.social · 29/05/2026
Professor Anina Rich was presenting her work on decoding the temporal profiles of synaesthetic versus real colours - how can we use MEG to assess different theories of synaesthesia? #synaesthesia @mqpsy.bsky.social #synesthesia
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Anqi Wu @anqiwu.bsky.social · 13/05/2026
🧠We are looking for enthusiastic postdoctoral researchers working at the intersection of machine learning, neuroscience, and embodied intelligence. Please help spread the word! 🚀
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Olga Kepinska @olgakepinska.bsky.social · 01/04/2026
🚨 We're hiring! 🚨 I'm looking for a postdoctoral researcher to join my ERC-funded project on fetal brain development in multilingual contexts. 🧠 🤰🗣️ 📍Aix-en-Provence/Marseille, France 📅 Start: September 2026 Full ad: olgakepinska.com/wp-content/u... Please reach out with any questions!
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Michelle Greene @mgreenephd.bsky.social · 30/03/2026
🚨New preprint alert! 🚨 Do multimodal LLMs (VLMs) reason about high-level visual perception like humans do? We asked over 2000 human observers and 18 VLMs to describe scenes using 15 different tasks, ranging from general knowledge, affordances, affect, sensory experiences, and future prediction. 1/
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Anna (Anya) Ivanova @neuranna.bsky.social · 19/03/2026
Just finished my metareviews for #CogSci2026 . I've been really impressed by the quality of the reviews! Thoughtful, polite, zero AI slop. Thanks all for taking the time to read the papers and provide insightful comments.
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Anna (Anya) Ivanova @neuranna.bsky.social · 17/03/2026
Language, Intelligence & Thought lab is looking for a lab manager! This is a 2-year postbac position that will allow you to gain experience in human neuroscience, cognitive science, and AI research prior to applying to PhD programs. Express interest here: forms.gle/npXEGUjGUbp5...
forms.gle
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Manasi Malik @manasimalik.bsky.social · 26/02/2026
Excited to share new work on how the brain makes social inferences from visual input! 🧠👯‍♂️ (With @lisik.bsky.social , @shariliu.bsky.social, @tianminshu.bsky.social , and Minjae Kim!) www.biorxiv.org/content/10.6...
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Simons Institute for the Theory of Computing @simonsinstitute.bsky.social · 20/01/2026
Our workshop on LLMs, Cognitive Science, Linguistics, and Neuroscience explored why LLM capabilities in logic and reasoning lag behind their linguistic capacity, and how a different model — the human brain — could point the way forward. bit.ly/45QWwaM
bit.ly
Uncovering the Role of Language in Machine Reasoning
Large language models (LLMs) gain their encyclopedic knowledge and conversational tact by learning from an entire internet’s worth of human-generated text. But learning from language alone has shown d...
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Tim Verstynen @tdverstynen.bsky.social · 05/01/2026
An excellent retort to “that BOLD” paper making the rounds lately. A great example of needing to understand the assumptions of an analysis method.
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Catrina Hacker @catrinahacker.bsky.social · 05/01/2026
🚨 New preprint! Why do some insights from spikes translate to field potentials while others don't? In this paper we compare visual memory representations in spikes and LFPs to propose a general framework that answers this question. www.biorxiv.org/content/10.6... 🧵 (1/10) 🧠🟦 🧠💻
biorxiv.org
Neural representations of visual memory in inferotemporal cortex reveal a generalizable framework for translating between spikes and field potentials
Translating neurophysiological findings requires understanding the relationship between common measures of brain activity in animals (spiking activity) and humans (local field potentials, LFP). Prior ...
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Paul Hünermund @p-hunermund.com · 04/01/2026
If you've missed this piece about the different modes of empiricism in computer science versus the social sciences, I can highly recommend it. doomscrollingbabel.manoel.xyz/p/the-empiri...
doomscrollingbabel.manoel.xyz
The Empiricism Gap in Computer Science
So far, I have argued that there is a dissonance between, on the one hand, CS’s founding myths, curricula, and self-image, and, on the other hand, the modern production of knowledge in computer scienc...
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Mick Bonner @mickbonner.bsky.social · 12/12/2025
Hopkins Cog Sci is hiring! We have two open faculty positions: one in vision, and one language. Please repost!
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Anna (Anya) Ivanova @neuranna.bsky.social · 11/12/2025
The last chapter of my PhD (expanded) is finally out as a preprint! “Semantic reasoning takes place largely outside the language network” 🧠🧐 www.biorxiv.org/content/10.6... What is semantic reasoning? Read on! 🧵👇
biorxiv.org
Semantic reasoning takes place largely outside the language network
The brain's language network is often implicated in the representation and manipulation of abstract semantic knowledge. However, this view is inconsistent with a large body of evidence suggesting that...
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Alexey Koshevoy @alexeykoshevoy.bsky.social · 09/12/2025
Still the best course if you want to actually understand Bayesian stats.
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Anna (Anya) Ivanova @neuranna.bsky.social · 08/12/2025
Kudos to @ruimingao.bsky.social for wrangling a large in-house dataset to investigate the consistency of the language regions when localized with different tasks! 🧠🔬
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Anna (Anya) Ivanova @neuranna.bsky.social · 07/12/2025
Find Taha’s poster today at the @dataonbrainmind.bsky.social workshop #NeurIPS2025
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Vivian Paulun @vivianpaulun.bsky.social · 17/11/2025
🚨I am looking for a POSTDOC, LAB MANAGER/TECH and GRAD STUDENTS to join my new lab in beautiful Madison, WI. We study how our brains perceive and represent the physical world around us using behavioral, computational, and neuroimaging methods. paulunlab.psych.wisc.edu #VisionScience #NeuroSkyence
Skyline of Madison, WI
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Nancy Kanwisher @nancykanwisher.bsky.social · 26/11/2025
What a privilege and a delight to work with @coltoncasto.bsky.social @ev_fedorenko and @neuranna on this new speculative piece on What it means to understand language, nicely summarized in this Tweeprint from @coltoncasto.bsky.social arxiv.org/abs/2511.19757
arxiv.org
What does it mean to understand language?
Language understanding entails not just extracting the surface-level meaning of the linguistic input, but constructing rich mental models of the situation it describes. Here we propose that because pr...
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Anna (Anya) Ivanova @neuranna.bsky.social · 26/11/2025
Neuroscience of language has a dilemma: how do we reconcile extensive patient and imaging evidence for **language-specific** processing with the fact that naturalistic language evokes extensive activity all over the brain? We propose a framework that accounts for both.
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Simon Fisher @profsimonfisher.bsky.social · 23/11/2025
Origins of language, one of humanity’s most distinctive traits, may be best explained as a unique convergence of multiple capacities each with its own evolutionary history, involving intertwined roles of biology & culture. This framing can expand research horizons. A 🧵 on our @science.org paper.🧪1/n
science.org
What enables human language? A biocultural framework
Explaining the origins of language is a key challenge in understanding ourselves as a species. We present an empirical framework that draws on synergies across fields to facilitate robust studies of l...
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Simon Fisher @profsimonfisher.bsky.social · 17/11/2025
Advances in genomics are giving exciting new perspectives on biology of speech, language & reading. My latest peer-reviewed paper is a tutorial, guiding readers from different backgrounds through the history of the field, current state-of-the-art, & where we’re heading. A taster in this thread.🧪 1/n
pubs.asha.org
Genomic Investigations of Spoken and Written Language Abilities: A Guide to Advances in Approaches, Technologies, and Discovery
Purpose: The aim of this tutorial is to show how the rise of molecular technologies and analytical methods in human genetics yields exciting new ...
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Tom McCoy @rtommccoy.bsky.social · 14/11/2025
🤖🧠I'll be considering applications for PhD students & postdocs to start at Yale in Fall 2026! If you are interested in the intersection of linguistics, cognitive science, & AI, I encourage you to apply! PhD link: rtmccoy.com/prospective_... Postdoc link: rtmccoy.com/prospective_...
Top: A syntax tree for the sentence "the doctor by the lawyer saw the artist".

Bottom: A continuous vector.
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Jennifer Hu @jennhu.bsky.social · 10/11/2025
New work to appear @ TACL! Language models (LMs) are remarkably good at generating novel well-formed sentences, leading to claims that they have mastered grammar. Yet they often assign higher probability to ungrammatical strings than to grammatical strings. How can both things be true? 🧵👇
Screenshot of a figure with two panels, labeled (a) and (b). The caption reads: "Figure 1: (a) Illustration of messages (left) and strings (right) in toy domain. Blue = grammatical strings. Red = ungrammatical strings. (b) Surprisal (negative log probability) assigned to toy strings by GPT-2."
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Kyle Mahowald @kmahowald.bsky.social · 07/11/2025
Delighted Sasha's (first year PhD!) work using mech interp to study complex syntax constructions won an Outstanding Paper Award at EMNLP! Also delighted the ACL community continues to recognize unabashedly linguistic topics like filler-gaps... and the huge potential for LMs to inform such topics!
aclanthology.org
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Subha Nawer Pushpita @pushpita1729.bsky.social · 07/11/2025
Excited to share our work on mechanisms of naturalistic audiovisual processing in the human brain 🧠🎬!! www.biorxiv.org/content/10.1...
biorxiv.org
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Aaron Reichlin-Melnick @reichlinmelnick.bsky.social · 29/10/2025
NEW: The Trump admin just ended the practice of automatically extending work permits when people file to renew them — meaning that if USCIS takes too long to process a renewal the applicant loses their authorization to work legally. The interim final rule applies to renewals filed after tomorrow.
This document is scheduled to be published in the
Federal Register on 10/30/2025 and available online at
https://federalregister.gov/d/2025-19702, and on https://govinfo.gov

DEPARTMENT OF HOMELAND SECURITY: Removal of the Automatic Extension of Employment Authorization Documents AGENCY: U.S. Citizenship and Immigration Services (USCIS), Department of Homeland Security (DHS). ACTION: Interim final rule (“IFR”) with request for comments. ______________________________________________________________________ SUMMARY: This IFR amends DHS regulations to end the practice of automatically extending the validity of employment authorization documents (Forms I-766 or EADs) for aliens who have timely filed an application to renew their EAD in certain employment authorization categories. The purpose of this change is to prioritize the proper vetting and screening of aliens before granting a new period of employment authorization and/or a new EAD. This IFR does not impact the validity of EADs that were automatically extended prior to [INSERT DATE OF PUBLICATION IN THE FEDERAL REGISTER] or which are otherwise automatically extended by law or Federal Register notice.
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