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Tracey Mills

@traceym.bsky.social
899 followers 253 following 9 posts

PhD student @ MIT BCS

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Reposted by Tracey Mills
Hanqi Zhou @hanqizhou.bsky.social · 25/09/2026
We’ll be presenting this at #NeurIPS!
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Reposted by Tracey Mills
Melissa Kline Struhl @mekline.bsky.social · 12/09/2026
On the thought that the best way to demonstrate the kinds of data that childrenhelpingscience.org can produce is to build the datasets myself, I'm thinking of vibe coding an ASR benchmark task for child speech. If you'd be interested in such a dataset, what properties would you want it to have?
childrenhelpingscience.org
Home - Children Helping Science
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Charley Wu @thecharleywu.bsky.social · 22/07/2026
The framing-the-problem.github.io/cogsci2026.h... workshop at #cogsci2026 is kicking off with an intro from @hanqizhou.bsky.social Come find us in Galvea B
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Liu, Shuze @liushuze.bsky.social · 10/07/2026
We're looking for volunteers for our #CCN2026 community event's live problem-solving demos! Join a 10min think-aloud session solving an everyday planning task or playing a video game, and help kick off our panel discussions. 🎬 🙌 Please sign up here if you're interested: forms.gle/D7HNwFE1pet9...
forms.gle
CCN 2026 Naturalistic Problem Solving event interest form
Please fill out this form if you're interested in attending our community event at CCN 2026! No sign-up required to join, but an RSVP helps us get a headcount. Time: Wednesday, 5th August 2026, 16:0...
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Reposted by Tracey Mills
Sam Cheyette @samcheyette.bsky.social · 04/07/2026
are you a puzzle-enjoyer, or would you like to become one? try out a game or two at mitpuzzles.com! we're trying to figure out the factors that separate novice from expert problem solving, and what changes with experience, using self-motivated puzzle solving
mitpuzzles.com
MIT Puzzles
MIT researchers study human cognition through logic puzzles
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Liu, Shuze @liushuze.bsky.social · 06/07/2026
Do people solve hard problems by first building a mental model, then searching for the best solution? With @gershbrain.bsky.social, our new manuscript suggests a different route: people often start by retrieving cached solutions, and scaffold representations around them. osf.io/preprints/ps...
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Tracey Mills @traceym.bsky.social · 24/06/2026
Check out some of the “centering” tasks used in this work here! temills.github.io/portfolio/se...
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Reposted by Tracey Mills
Hanqi Zhou @hanqizhou.bsky.social · 24/06/2026
Most models of learning ask what you can represent. We think the real bottleneck is what you can afford to find, since searching for a good representation is itself expensive. New preprint w/ @davidnagy.bsky.social, Peter Dayan & @thecharleywu.bsky.social 🧵👇
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Bowen Zheng @bwz-brain.bsky.social · 20/06/2026
Finally putting this work out as a preprint :) Thanks to Emery Brown and @earlkmiller.bsky.social for helping conceptualize this work! Code: github.com/Bowen-Zheng-... and a tutorial notebook on the key ideas: github.com/Bowen-Zheng-... A 3-min overview below: (1/)
github.com
GitHub - Bowen-Zheng-99/joint-ssmt: Bayesian state-space model for joint inference of oscillatory dynamics and point-process coupling
Bayesian state-space model for joint inference of oscillatory dynamics and point-process coupling - Bowen-Zheng-99/joint-ssmt
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Liu, Shuze @liushuze.bsky.social · 18/06/2026
Join us at both conferences this summer! Our #CogSci2026 workshop features a series of invited talks on problem representations and abstractions. Our #CCN2026 community event opens a broader discussion on naturalistic problem solving: frameworks, tasks, methods, and where the field should go next.
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Mark Ho @markkho.bsky.social · 17/06/2026
How do human minds make sense of big, messy problems? 😵‍💫🌀 How do we distill complexity into something simple enough to solve? 🤔💡 We’ll be tackling these questions (and more!) at two workshops on task representations, abstractions, and construals #CogSci2026 #CCN2026 🧵 framing-the-problem.github.io
framing-the-problem.github.io
Framing the Problem — Workshop Series
A workshop series on representation construction in cognitive science and AI. CogSci 2026 (Rio) and CCN 2026 (NYU).
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Linas Nasvytis @linasnasvytis.bsky.social · 19/05/2026
1\ Can you make this Roman-numeral equation true by moving exactly one matchstick?
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MIT Early Childhood Cognition Lab @miteccl.bsky.social · 02/04/2026
We're so excited to be attending @cogdevsoc.bsky.social in Montreal! Catch the lab in action in poster sessions, presentations, and symposiums! #cds2026
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Fred Callaway @fredcallaway.bsky.social · 18/02/2026
I'm excited to announce that I had my first (co-authored) book published today! "The Rational Use of Cognitive Resources" with Falk Lieder and Tom Griffiths (@cocoscilab.bsky.social ). You can read it for free! (see thread)
Book cover. A silhouette of a person's head filled with colorful geometric shapes—perhaps symbolizing cognitive resources or deployment thereof. The style is attractive and modern, if generic.

text: 
The Rational Use of Cognitive Resources
Falk Lieder, Frederick Callaway, Thomas L. Griffithts
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Hilary Barth @hilarybarth.bsky.social · 05/12/2025
There’s a fantastic developmental science resource called Children Helping Science, at MIT (childrenhelpingscience.com). Researchers run child studies online, Parents sign up & participate with their kids. CHS got an offer from an anonymous donor: matching gifts up to $100K through December!
childrenhelpingscience.com
Home - Children Helping Science
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Lorenzo Ciccione @lorenzo-ciccione.bsky.social · 20/11/2025
Check our new paper out! 🤓
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Sydney Levine @sydneylevine.bsky.social · 14/11/2025
I'm recruiting a grad student! My lab at NYU (psych dept) studies the computational basis of moral cognition and aims to build AI systems that are aligned with human values. Now admitting a PhD student for Fall 2026. Apps due 12/1. sites.google.com/corp/site/sy...
sites.google.com
Sydney Levine - Open Positions
Graduate Students (PhD program) I will be accepting PhD students through the NYU psychology department for the current application cycle (for admission in Fall 2026). My lab is joint between the Co...
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Mitchell Ostrow @neurostrow.bsky.social · 10/11/2025
Our next paper on comparing dynamical systems (with special interest to artificial and biological neural networks) is out!! Joint work with @annhuang42.bsky.social , as well as @satpreetsingh.bsky.social , @leokoz8.bsky.social , Ila Fiete, and @kanakarajanphd.bsky.social : arxiv.org/pdf/2510.25943
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Gabe Grand @gabegrand.bsky.social · 27/10/2025
Do AI agents ask good questions? We built “Collaborative Battleship” to find out—and discovered that weaker LMs + Bayesian inference can beat GPT-5 at 1% of the cost. Paper, code & demos: gabegrand.github.io/battleship Here's what we learned about building rational information-seeking agents... 🧵🔽
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Jonathan Phillips @jsphillips.bsky.social · 23/10/2025
We're excited to announce that Cognitive Science at Dartmouth is recruiting PhD students to work collaboratively with me, Steven Frankland, and Fred Callaway. Come study the principles and mechanisms that enable us to understand, plan, and act in the world! Info: sites.dartmouth.edu/cogscigrad/
sites.dartmouth.edu
Cognitive Science Graduate Admissions – Information about graduate admissions from the cognitive science faculty
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Tracey Mills @traceym.bsky.social · 14/10/2025
Excited to share this work on ✨program learning✨ and grateful to have worked on this with @samcheyette.bsky.social, an incredible mentor and scientist!
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Reposted by Tracey Mills
Charley Wu @thecharleywu.bsky.social · 01/10/2025
Now up at #COSMOS2025: @kartikchandra.bsky.social & Lio Wong giving a tutorial on recursive social reasoning using MEMO github.com/kach/memo Fun fact: those flowers between them and 🗻 are called "cosmos". Collab notebook here to follow along 👉 cosmossummerschool.github.io/materials/#g...
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Reposted by Tracey Mills
Stephen Ferrigno @sferrigno.bsky.social · 15/09/2025
New work with @samcheyette.bsky.social & Susan Carey testing the memory architecture used when learning/producing center-embedded sequences. Adults don't use Push-Down Stacks as is often assumed, instead they rely on a Queue-like memory architecture onlinelibrary.wiley.com/doi/10.1111/...
onlinelibrary.wiley.com
Do Humans Use Push‐Down Stacks When Learning or Producing Center‐Embedded Sequences?
Complex sequences are ubiquitous in human mental life, structuring representations within many different cognitive domains—natural language, music, mathematics, and logic, to name a few. However, the....
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Tracey Mills @traceym.bsky.social · 10/09/2025
If you’re applying to grad school this cycle, consider signing up for the MIT BCS application assistance program!
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Tracey Mills @traceym.bsky.social · 24/06/2025
If you’ll be at #CogSci2025, consider (or at least consider considering) attending our @cogscisociety.bsky.social workshop on meta reasoning 🤔🤨🧐 We’ll be discussing problem selection through various lenses represented by a great lineup of speakers!
sites.google.com
Meta-reasoning @ CogSci
Workshop Description People are general purpose problem solvers. We obtain food and shelter, manage companies, solve moral dilemmas, spend years toiling away at thorny math problems, and even adopt a...
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