Robert Hawkins
@rdhawkins.bsky.social
asst prof @Stanford linguistics | director of social interaction lab 🌱 | bluskies about computational cognitive science & language
Reposted by Robert Hawkins
I was honored to speak at Princeton’s symposium on The Physics of John Hopfield: Learning & Intelligence this week. I sketched out a perspective that ties together some of our recent work on ICL vs. parametric learning, and some possible links to hippocampal replay: 1/
November 15, 2025 at 8:56 PM
I was honored to speak at Princeton’s symposium on The Physics of John Hopfield: Learning & Intelligence this week. I sketched out a perspective that ties together some of our recent work on ICL vs. parametric learning, and some possible links to hippocampal replay: 1/
Reposted by Robert Hawkins
Every academic should join the @aaup.org national and their local AAUP chapter. If your uni doesn't have one, start one! Colorado academics, check out @aaupcsu.bsky.social! We're active, growing and looking to collaborate. Join the resistance on academia's front lines.
WE WON!!!
The US District Court for the Northern District of California has issued a preliminary injunction in AAUP et al v. Trump et al (the wall to wall union lawsuit challenging the administration’s unlawful use of Title VI to reshape the University of California system.
Read the order here:
The US District Court for the Northern District of California has issued a preliminary injunction in AAUP et al v. Trump et al (the wall to wall union lawsuit challenging the administration’s unlawful use of Title VI to reshape the University of California system.
Read the order here:
democracyforward.org
November 15, 2025 at 1:37 AM
Every academic should join the @aaup.org national and their local AAUP chapter. If your uni doesn't have one, start one! Colorado academics, check out @aaupcsu.bsky.social! We're active, growing and looking to collaborate. Join the resistance on academia's front lines.
Reposted by Robert Hawkins
BREAKING: In AAUP et al v. Trump (wall-to-wall union lawsuit challenging the administration’s unlawful use of TItle VI to reshape the University of California system), the faculty and staff of the UC system WON!!!
We were granted our preliminary injunction! @aaup.org
We were granted our preliminary injunction! @aaup.org
November 14, 2025 at 11:55 PM
BREAKING: In AAUP et al v. Trump (wall-to-wall union lawsuit challenging the administration’s unlawful use of TItle VI to reshape the University of California system), the faculty and staff of the UC system WON!!!
We were granted our preliminary injunction! @aaup.org
We were granted our preliminary injunction! @aaup.org
Reposted by Robert Hawkins
WE WON!!!
The US District Court for the Northern District of California has issued a preliminary injunction in AAUP et al v. Trump et al (the wall to wall union lawsuit challenging the administration’s unlawful use of Title VI to reshape the University of California system.
Read the order here:
The US District Court for the Northern District of California has issued a preliminary injunction in AAUP et al v. Trump et al (the wall to wall union lawsuit challenging the administration’s unlawful use of Title VI to reshape the University of California system.
Read the order here:
democracyforward.org
November 15, 2025 at 1:21 AM
WE WON!!!
The US District Court for the Northern District of California has issued a preliminary injunction in AAUP et al v. Trump et al (the wall to wall union lawsuit challenging the administration’s unlawful use of Title VI to reshape the University of California system.
Read the order here:
The US District Court for the Northern District of California has issued a preliminary injunction in AAUP et al v. Trump et al (the wall to wall union lawsuit challenging the administration’s unlawful use of Title VI to reshape the University of California system.
Read the order here:
Reposted by Robert Hawkins
Our latest hyperscanning study tracks how neural coupling unfolds during genuine conversation and how it differs from simply reading scripted dialogue: osf.io/preprints/ps...
OSF
osf.io
November 14, 2025 at 7:27 PM
Our latest hyperscanning study tracks how neural coupling unfolds during genuine conversation and how it differs from simply reading scripted dialogue: osf.io/preprints/ps...
Reposted by Robert Hawkins
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...
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...
sites.google.com
November 14, 2025 at 2:18 AM
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...
Reposted by Robert Hawkins
As of this morning, Starbucks workers across the country are officially ON STRIKE. And we're prepared for this to become the biggest and longest ULP strike in Starbucks history.
Say #NoContractNoCoffee with us: DON'T BUY STARBUCKS for the duration of our open-ended ULP strike! $SBUX
Say #NoContractNoCoffee with us: DON'T BUY STARBUCKS for the duration of our open-ended ULP strike! $SBUX
November 13, 2025 at 11:33 AM
As of this morning, Starbucks workers across the country are officially ON STRIKE. And we're prepared for this to become the biggest and longest ULP strike in Starbucks history.
Say #NoContractNoCoffee with us: DON'T BUY STARBUCKS for the duration of our open-ended ULP strike! $SBUX
Say #NoContractNoCoffee with us: DON'T BUY STARBUCKS for the duration of our open-ended ULP strike! $SBUX
Reposted by Robert Hawkins
Prohibited activities include advising Chinese graduate students. For reference, a recent Georgetown report estimated 16% of STEM graduate students in the US are Chinese nationals.
This would take out entire fields at the knees, which is perhaps the point.
This would take out entire fields at the knees, which is perhaps the point.
“The prohibited activities would include joint research, co-authorship on papers, and advising a foreign graduate student or postdoctoral fellow. The language is retroactive, meaning any interactions during the previous 5 years could make a scientist ineligible for future federal funding.”
U.S. Congress considers sweeping ban on Chinese collaborations
Researchers speak out against proposal that would bar funding for U.S. scientists working with Chinese partners or training Chinese students
www.science.org
November 14, 2025 at 2:52 AM
Prohibited activities include advising Chinese graduate students. For reference, a recent Georgetown report estimated 16% of STEM graduate students in the US are Chinese nationals.
This would take out entire fields at the knees, which is perhaps the point.
This would take out entire fields at the knees, which is perhaps the point.
this is really bad
“The prohibited activities would include joint research, co-authorship on papers, and advising a foreign graduate student or postdoctoral fellow. The language is retroactive, meaning any interactions during the previous 5 years could make a scientist ineligible for future federal funding.”
U.S. Congress considers sweeping ban on Chinese collaborations
Researchers speak out against proposal that would bar funding for U.S. scientists working with Chinese partners or training Chinese students
www.science.org
November 14, 2025 at 5:20 AM
this is really bad
Reposted by Robert Hawkins
chicago!
how can faculty make sense of the rapidly shifting economic and epistemic conditions for learning? how should faculty exercise governance and exert expertise over expensive partnerships between universities and technology companies?
join us for Theory At The Bargaining Table Dec 4!
how can faculty make sense of the rapidly shifting economic and epistemic conditions for learning? how should faculty exercise governance and exert expertise over expensive partnerships between universities and technology companies?
join us for Theory At The Bargaining Table Dec 4!
November 13, 2025 at 1:39 PM
chicago!
how can faculty make sense of the rapidly shifting economic and epistemic conditions for learning? how should faculty exercise governance and exert expertise over expensive partnerships between universities and technology companies?
join us for Theory At The Bargaining Table Dec 4!
how can faculty make sense of the rapidly shifting economic and epistemic conditions for learning? how should faculty exercise governance and exert expertise over expensive partnerships between universities and technology companies?
join us for Theory At The Bargaining Table Dec 4!
Reposted by Robert Hawkins
🎉 New preprint: Bayesian Competence Inference guides Knowledge Attribution and Information search
If someone knows that Venus is the only planet in the Solar System that rotates clockwise, will they also know what Earth’s only natural satellite is? What about which planets have no moons at all?
If someone knows that Venus is the only planet in the Solar System that rotates clockwise, will they also know what Earth’s only natural satellite is? What about which planets have no moons at all?
November 13, 2025 at 5:16 PM
🎉 New preprint: Bayesian Competence Inference guides Knowledge Attribution and Information search
If someone knows that Venus is the only planet in the Solar System that rotates clockwise, will they also know what Earth’s only natural satellite is? What about which planets have no moons at all?
If someone knows that Venus is the only planet in the Solar System that rotates clockwise, will they also know what Earth’s only natural satellite is? What about which planets have no moons at all?
new motor control task just dropped: putting on pants
November 13, 2025 at 5:25 AM
new motor control task just dropped: putting on pants
Reposted by Robert Hawkins
What do kids choose to do when they think that someone will help them? What about when no one will help?
New paper: "Young children strategically adapt to unreliable social partners" - led by Kat Shannon, with @hyogweon.bsky.social and Willem Frankenhuis.
osf.io/preprints/ps...
New paper: "Young children strategically adapt to unreliable social partners" - led by Kat Shannon, with @hyogweon.bsky.social and Willem Frankenhuis.
osf.io/preprints/ps...
November 12, 2025 at 6:27 PM
What do kids choose to do when they think that someone will help them? What about when no one will help?
New paper: "Young children strategically adapt to unreliable social partners" - led by Kat Shannon, with @hyogweon.bsky.social and Willem Frankenhuis.
osf.io/preprints/ps...
New paper: "Young children strategically adapt to unreliable social partners" - led by Kat Shannon, with @hyogweon.bsky.social and Willem Frankenhuis.
osf.io/preprints/ps...
Reposted by Robert Hawkins
Mathematicians’ Chalkboard Writing Shows When Inspiration Strikes www.scientificamerican.com/article/math...
Scientists See ‘Eureka’ Moments in Mathematicians’ Chalkboard Writings
Researchers spot the “tipping point” before mathematicians’ moments of discovery
www.scientificamerican.com
November 10, 2025 at 8:54 PM
Mathematicians’ Chalkboard Writing Shows When Inspiration Strikes www.scientificamerican.com/article/math...
Reposted by Robert Hawkins
✨New preprint! Why do people express outrage online? In 4 studies we develop a taxonomy of online outrage motives, test what motives people report, what they infer for in- vs. out-partisans, and how motive inferences shape downstream intergroup consequences. Led by @felix-chenwei.bsky.social 🧵👇
November 11, 2025 at 4:34 PM
✨New preprint! Why do people express outrage online? In 4 studies we develop a taxonomy of online outrage motives, test what motives people report, what they infer for in- vs. out-partisans, and how motive inferences shape downstream intergroup consequences. Led by @felix-chenwei.bsky.social 🧵👇
Reposted by Robert Hawkins
Our paper @sarabogels.bsky.social covering our pre-registered multi-year research is now finally out in Cognition. We show that in conversations people reduce their multimodal signals non-linearly; the steeper this non-linear drop-off the more communicative success.
www.wimpouw.com/files/Bogels...
www.wimpouw.com/files/Bogels...
November 11, 2025 at 4:49 PM
Our paper @sarabogels.bsky.social covering our pre-registered multi-year research is now finally out in Cognition. We show that in conversations people reduce their multimodal signals non-linearly; the steeper this non-linear drop-off the more communicative success.
www.wimpouw.com/files/Bogels...
www.wimpouw.com/files/Bogels...
Reposted by Robert Hawkins
Starbucks workers this Thursday 11/13 are starting a long strike to win a first union contract
*** NOBODY SHOULD BUY ANYTHING FROM STARBUCKS AS LONG AS WORKERS ARE STRIKING ANYWHERE IN THE COUNTRY***
Consumer boycotts are very powerful when combined with workplace militancy
*** NOBODY SHOULD BUY ANYTHING FROM STARBUCKS AS LONG AS WORKERS ARE STRIKING ANYWHERE IN THE COUNTRY***
Consumer boycotts are very powerful when combined with workplace militancy
November 11, 2025 at 7:58 PM
Starbucks workers this Thursday 11/13 are starting a long strike to win a first union contract
*** NOBODY SHOULD BUY ANYTHING FROM STARBUCKS AS LONG AS WORKERS ARE STRIKING ANYWHERE IN THE COUNTRY***
Consumer boycotts are very powerful when combined with workplace militancy
*** NOBODY SHOULD BUY ANYTHING FROM STARBUCKS AS LONG AS WORKERS ARE STRIKING ANYWHERE IN THE COUNTRY***
Consumer boycotts are very powerful when combined with workplace militancy
Reposted by Robert Hawkins
In our new paper (open access in PSPB), we asked where children’s greater moral concern for animals stems from. We find that children place less moral weight on species membership alone (i.e. are less speciesist) than adults. #socialpsyc #devpsy #philsky journals.sagepub.com/eprint/ZMRUM...
November 11, 2025 at 1:09 PM
In our new paper (open access in PSPB), we asked where children’s greater moral concern for animals stems from. We find that children place less moral weight on species membership alone (i.e. are less speciesist) than adults. #socialpsyc #devpsy #philsky journals.sagepub.com/eprint/ZMRUM...
Reposted by Robert Hawkins
What factors influence alignment btw infant eye-gaze & parental report measures of early vocab? The excellent Haley Weaver & I found that parental confidence & mutual exclusivity effects (distractor knowledge) impact alignment btw these "gold standard" tasks onlinelibrary.wiley.com/doi/epdf/10....
Interrogating Early Word Knowledge: Factors That Influence the Alignment Between Caregiver‐Report and Experimental Measures
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onlinelibrary.wiley.com
November 11, 2025 at 2:18 PM
What factors influence alignment btw infant eye-gaze & parental report measures of early vocab? The excellent Haley Weaver & I found that parental confidence & mutual exclusivity effects (distractor knowledge) impact alignment btw these "gold standard" tasks onlinelibrary.wiley.com/doi/epdf/10....
Reposted by Robert Hawkins
Hi BlueSky! Georgetown Linguistics is here and ready to post about our department and community! Follow us for all things GU Linguistics! #linguistics #georgetown #GURT2026
November 6, 2025 at 5:57 PM
Hi BlueSky! Georgetown Linguistics is here and ready to post about our department and community! Follow us for all things GU Linguistics! #linguistics #georgetown #GURT2026
Reposted by Robert Hawkins
For years, advertising has been how Stereogum made money to pay its writers. While we made progress moving away from that model, Google AI search has decimated the business almost overnight. Today we relaunch with a greater focus on subscription. We’d love your support: stereogum.com/2478838/ster...
November 10, 2025 at 11:40 PM
For years, advertising has been how Stereogum made money to pay its writers. While we made progress moving away from that model, Google AI search has decimated the business almost overnight. Today we relaunch with a greater focus on subscription. We’d love your support: stereogum.com/2478838/ster...
Reposted by Robert Hawkins
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? 🧵👇
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? 🧵👇
November 10, 2025 at 10:11 PM
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? 🧵👇
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? 🧵👇
Reposted by Robert Hawkins
So many nonsense ad hoc pipelines could be prevented by requiring that they work on synthetic data.
I tend to think of experiments as special cases of inference, since most of the problems I work on cannot be studied in experiments. But I get that many researchers see experiments as base analogy.
I tend to think of experiments as special cases of inference, since most of the problems I work on cannot be studied in experiments. But I get that many researchers see experiments as base analogy.
"Validate With Simulated Truth: A first habit is to test whether an analytical pipeline can recover known conditions."
Very good advice below. So much COVID nonsense (e.g. 'immunological dark matter') basically came down to a non-identifiable model that hadn't been properly tested.
Very good advice below. So much COVID nonsense (e.g. 'immunological dark matter') basically came down to a non-identifiable model that hadn't been properly tested.
Modelling Like an Experimentalist
Dahlin et al. (2024) apply experimental thinking to a model of mosquito-borne disease transmissions.
onlinelibrary.wiley.com
November 10, 2025 at 12:41 PM
So many nonsense ad hoc pipelines could be prevented by requiring that they work on synthetic data.
I tend to think of experiments as special cases of inference, since most of the problems I work on cannot be studied in experiments. But I get that many researchers see experiments as base analogy.
I tend to think of experiments as special cases of inference, since most of the problems I work on cannot be studied in experiments. But I get that many researchers see experiments as base analogy.
Reposted by Robert Hawkins
new pre-print,
"Chain of Time: In-Context Physical Simulation with Image Generation Models"
(by Wang, Bigelow, Li, and me)
arxiv.org/abs/2511.00110
"Chain of Time: In-Context Physical Simulation with Image Generation Models"
(by Wang, Bigelow, Li, and me)
arxiv.org/abs/2511.00110
November 10, 2025 at 1:57 PM
new pre-print,
"Chain of Time: In-Context Physical Simulation with Image Generation Models"
(by Wang, Bigelow, Li, and me)
arxiv.org/abs/2511.00110
"Chain of Time: In-Context Physical Simulation with Image Generation Models"
(by Wang, Bigelow, Li, and me)
arxiv.org/abs/2511.00110
Reposted by Robert Hawkins
Why do AI models struggle with social scenes? 🧐 Our new preprint with @lisik.bsky.social reveals a fundamental gap: most AI vision models lack explicit 3D pose information that humans rely on for social judgments.
Read the full work: arxiv.org/abs/2511.03988
Read the full work: arxiv.org/abs/2511.03988
Simple 3D Pose Features Support Human and Machine Social Scene Understanding
Humans can quickly and effortlessly extract a variety of information about others' social interactions from visual input, ranging from visuospatial cues like whether two people are facing each other t...
arxiv.org
November 10, 2025 at 12:38 AM
Why do AI models struggle with social scenes? 🧐 Our new preprint with @lisik.bsky.social reveals a fundamental gap: most AI vision models lack explicit 3D pose information that humans rely on for social judgments.
Read the full work: arxiv.org/abs/2511.03988
Read the full work: arxiv.org/abs/2511.03988