Akshay K. Jagadish
@akjagadish.bsky.social
π€ 161
π₯ 494
π 42
Interested in natural and artificial minds.
https://akjagadish.github.io
pinned post!
1/ π¨ New preprint: "Closing the Loop to Discover Psychological Theories with an Automated Cognitive Scientist" Introducing AutoCog π€ β a fully autonomous AI system that runs the entire scientific discovery cycle in cognitive science to surface novel theories of human behavior π§΅
1 day ago
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reposted by
Akshay K. Jagadish
Eric Schulz
1 day ago
Very excited about this. One of the first steps to truly automate the discovery process in the cognitive sciences.
add a skeleton here at some point
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reposted by
Akshay K. Jagadish
Griffiths Computational Cognitive Science Lab
about 17 hours ago
New preprint explores how using AI to discover psychological theories and propose experiments to test them can create an automated cognitive scientist
add a skeleton here at some point
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reposted by
Akshay K. Jagadish
1/ π¨ New preprint: "Closing the Loop to Discover Psychological Theories with an Automated Cognitive Scientist" Introducing AutoCog π€ β a fully autonomous AI system that runs the entire scientific discovery cycle in cognitive science to surface novel theories of human behavior π§΅
1 day ago
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Co-let w/
@younesstrittmatter.bsky.social
Kudos to the all-start team of
@georgekafetzis.bsky.social
@norijacoby.bsky.social
,
@ericschulz.bsky.social
,
@nathanieldaw.bsky.social
,
@suyoghc.bsky.social
, and
@cocoscilab.bsky.social
add a skeleton here at some point
1 day ago
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1/ π¨ New preprint: "Closing the Loop to Discover Psychological Theories with an Automated Cognitive Scientist" Introducing AutoCog π€ β a fully autonomous AI system that runs the entire scientific discovery cycle in cognitive science to surface novel theories of human behavior π§΅
1 day ago
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Joint work in collaboration w/
@milenamr7.bsky.social
@kristinwitte.bsky.social
@marvinmathony.bsky.social
@marcelbinz.bsky.social
and
@ericschulz.bsky.social
add a skeleton here at some point
6 days ago
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1/ π¨ New opinion piece: "Can we automatize scientific discovery in the cognitive sciences?" We lay out a vision for a fully automated, in-silico science of the mind, where modern AI systems run every stage of the scientific discovery cycle in cognitive science π§΅
#AutomatedDiscovery
#AI4Science
6 days ago
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LLMs are great at lot of things, inductive reasoning is **still** not one of them.
6 days ago
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reposted by
Akshay K. Jagadish
Griffiths Computational Cognitive Science Lab
6 months ago
Excited to announce a new book telling the story of mathematical approaches to studying the mind, from the origins of cognitive science to modern AI! The Laws of Thought will be published in February and is available for pre-order now.
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reposted by
Akshay K. Jagadish
Milena Rmus
about 1 year ago
Preprint update, co-led with
@akjagadish.bsky.social
, with
@marvinmathony.bsky.social
, Tobias Ludwig and
@ericschulz.bsky.social
!
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Generating Computational Cognitive Models using Large Language Models
Computational cognitive models, which formalize theories of cognition, enable researchers to quantify cognitive processes and arbitrate between competing theories by fitting models to behavioral data....
https://arxiv.org/abs/2502.00879
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Please apply to join us at the Helmholtz Munich. Itβs a great lab to do science! βΊοΈ
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about 1 year ago
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Great to see our work being covered by
@nytimes.com
! I still cannot believe it π±
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over 1 year ago
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reposted by
Akshay K. Jagadish
Mirko Thalmann
over 1 year ago
Ever wondered why only some memories π§ come easily? Our latest work (
osf.io/preprints/ps...
) led by S. Haridi, with
@ericschulz.bsky.social
, shows that targeted memory retrieval speeds up with precise semantic and temporal retrieval cues. Hence, crafting cues can give you instant access to memoriesβ‘
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reposted by
Akshay K. Jagadish
Ziv Ben-Zion, PhD
over 1 year ago
π Just 5 days since publication, our paper is already the #1 trending article on
@natureportfolio.nature.com
npj Digital Medicine! π₯³ π€ Check out how we induced anxiety in Chat-GPT using traumatic narratives - then calmed it down with mindfulness & meditation:
www.nature.com/articles/s41...
π
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π¨ Fresh off the press! We showed that one can extract an anxious response from an LLM by including traumatic narratives into the prompt, and interestingly, we can bring the response back to baseline by using mindfulness prompts π It was a fun collaboration, thanks for bringing us on board!! :)
add a skeleton here at some point
over 1 year ago
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reposted by
Akshay K. Jagadish
Milena Rmus
over 1 year ago
About a month late posting this, but here's a new project with
@ericschulz.bsky.social
,
@akjagadish.bsky.social
,
@marvinmathony.bsky.social
and Tobias Ludwig We are using LLMs to propose cognitive models in learning and decision making data. Presenting this work at RLDM!
arxiv.org/abs/2502.00879
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Towards Automation of Cognitive Modeling using Large Language Models
Computational cognitive models, which formalize theories of cognition, enable researchers to quantify cognitive processes and arbitrate between competing theories by fitting models to behavioral data....
https://arxiv.org/abs/2502.00879
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reposted by
Akshay K. Jagadish
Better late than never! π In this work, we show how LLMs can be leveraged to generate cognitive models, given human behavioral data, in two paradigms: learning and decision-making. Very excited to present this at RLDM! The work is still at preliminary stages so please reach out if you have any π
add a skeleton here at some point
over 1 year ago
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Better late than never! π In this work, we show how LLMs can be leveraged to generate cognitive models, given human behavioral data, in two paradigms: learning and decision-making. Very excited to present this at RLDM! The work is still at preliminary stages so please reach out if you have any π
add a skeleton here at some point
over 1 year ago
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reposted by
Akshay K. Jagadish
Marcel Binz
over 1 year ago
We are currently building the largest, cross-domain data set of human behavior as part of an open collaborative project. Contributions of any form are welcome, but especially experiments with meta-data from developmental, cross-cultural, or clinical studies. More details:
github.com/marcelbinz/P...
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GitHub - marcelbinz/Psych-201
Contribute to marcelbinz/Psych-201 development by creating an account on GitHub.
https://github.com/marcelbinz/Psych-201
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