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Eric Schulz
Eric Schulz
@ericschulz.bsky.social
Director of Helmholtz Institute for Human-Centered AI in Munich. Cognitive science, machine learning, large models. https://hcai-munich.com
692 followers125 following52 posts
Eric Schulz reposted
📣 Work with me on AI and behavioral science. I am hiring an Assistant Professor (3 years) at WU Vienna, in collaboration with my team at the MPI for Human Development. Start Jan 2027 or by arrangement. Deadline Nov 11. Please share. jobs.wu.ac.at/Assistant-Pr...
Amazing work done by @modirshanechi.bsky.social. Very happy that this got an oral at neurips as a pure theory paper. Alireza is setting up his own lab now and everyone should consider joining him.
Super happy to announce that we have got an Oral at #NeurIPS! 🥳 Together with amazing @ben-eysenbach.bsky.social, Peter Dayan, & @ericschulz.bsky.social, we proposed a notion of controllability to link unsupervised skill learning and downstream goal-reaching. arxiv.org/abs/2605.06145 1/8
Eric Schulz reposted
👩🎤🚀 COSMOS is coming back in 2027! We just learned we will receive funding from @tuda.bsky.social to organize our 4th iteration in 2027. So please watch this space for future updates from me and @watarutoyokawa.bsky.social In the meantime, materials & talk recordings 👉 cosmossummerschool.github.io
Eric Schulz reposted
📢 Two initiatives for displaced students and academics that deserve more publicity: 🇩🇪 www.maxminds.mpg.de - Max Planck mentorship scheme for displaced scholars 🇳🇱 www.dutchscholarsforpalestine.nl/scholarships... scholarships for Palestinians in NL If you know of more please add in reply
Eric Schulz reposted
Happy Ada Lovelace Day! Celebrate by reading a #biography of Ada Lovelace, the first computer programmer. @crestonbooks.bsky.social #bookposse #teachers #librarians #educators #homeschoolers #bookstagram #booktok #booksky #edusky #WomenInSTEM #scicomm #STEM #STEAM #STEMeducation #WomenWhoCode
Eric Schulz reposted
Make sure to follow @natvelali.bsky.social for awesome science + sketches!! 👩🔬🎨
Getting back into sketching this fall quarter by drawing friends old and new. :) First, notes from @lindseypowell.bsky.social's tenure talk. (Congrats Lindsey!!)
Eric Schulz reposted
What if we stopped building a new theory for every experiment and started building theories that explain them all? We built CORE, a model that combines a small set of computational principles to explain human behavior across many tasks. A first step toward a radically different cognitive science.
What is a minimal set of assumptions that can explain the majority of human behavior? We investigated this question with large-scale cognitive models 🚀 CORE writes prediction errors in hierarchical episodic memories with context controling encoding, retrieval, and forgetting.
What if we stopped building a new theory for every experiment and started building theories that explain them all? We built CORE, a model that combines a small set of computational principles to explain human behavior across many tasks. A first step toward a radically different cognitive science.
What is a minimal set of assumptions that can explain the majority of human behavior? We investigated this question with large-scale cognitive models 🚀 CORE writes prediction errors in hierarchical episodic memories with context controling encoding, retrieval, and forgetting.
Eric Schulz reposted
Modeling decision dynamics improves ability to distinguish RL from WM - both recovery and out of sample prediction, with clinical differences revealed
How fast we decide reveals how we learn. New in @plos.org #PLoSCompBio : modeling response times alongside choices disentangles working memory, reinforcement learning and cognitive control, and reveals differences in schizophrenia that choices alone missed. 🧵 t.co/BTOgmpd4YH
Eric Schulz reposted
Excited to be launching our new PhD program in Minds and Machines at UCL with co-Directors Tali Sharot and @nadinedijkstra.bsky.social To apply, find out more here: www.ucl.ac.uk/brain-scienc... Our launch event is on Nov 10th, with a cracking lineup of speakers: luma.com/cikzcth0
Eric Schulz reposted
Eric Schulz reposted
New preprint! Can LLMs really know when they know? We trained 10 open models to predict their own accuracy and found a striking limit: out of distribution, confidence tracks consistency more than correctness. Led by @nicolasyax.bsky.social with @pyoudeyer.bsky.social arxiv.org/pdf/2609.33886
Eric Schulz reposted
Incredibly excited to announce that I’m starting my own research group at Justus-Liebig-Universität in Gießen as part of the excellence cluster “The Adaptive Mind”! 🥳 I'm looking to fill the first PhD position. If you’re interested, apply here: tinyurl.com/38p3h22p Please spread the word! 🙏
Incredibly happy and proud to see Franziska starting her own lab in Gießen. Go work with her. You won’t regret it. And she knows better than most just how important a lab’s first PhD student is. 😉
Incredibly excited to announce that I’m starting my own research group at Justus-Liebig-Universität in Gießen as part of the excellence cluster “The Adaptive Mind”! 🥳 I'm looking to fill the first PhD position. If you’re interested, apply here: tinyurl.com/38p3h22p Please spread the word! 🙏
Eric Schulz reposted
📢 The CORE COGNITION lab (core-cognition.github.io) is looking to hire another PhD student, working on automated scientific discovery and knowledge representation in cognitive science. Starting date: March to September 2027. 🙏 Please share widely!
Alireza is a great scientist and a wonderful collaborator. I'm sad to see him leave but very happy for him to take this next step. I'm sure his lab will do amazing work. I would seriously consider joining if I could.
Excited to share that I'll be starting as a junior professor and Emmy Noether awardee at the University of Göttingen this October! 🥳 🚀 I'll be hiring #phd students and #postdoc across #machinelearning, #neuroscience and #cogsci: modirlab.github.io/open-positio... Please spread the word! 🙏
Eric Schulz reposted
If you're in London in Sept and haven't seen our £50M Lab UCL PEARL... ...why not come down in Sept have a look around and pick up £30 as a participant in our next crazy neurocience & architecture study - Minds in Motion: mindsinmotioncrowd.netlify.app
One week left to apply.
We are looking for a postdoctoral researcher who wants to innovate at the intersection of cognitive science, neuroscience, and machine learning. 📍Munich 📅Flexible start: 10/2026–03/2027 ⏳Full consideration by 14/08/2026 💼Funded for 2 years, extension possible Discover, grow, collaborate, eat cake.
Deadline to apply is August 14th. If you are looking for a postdoc on foundation models, open-ended discovery, or general ml-approaches to/in cognitive science, we would like to work with you.
We are looking for a postdoctoral researcher who wants to innovate at the intersection of cognitive science, neuroscience, and machine learning. 📍Munich 📅Flexible start: 10/2026–03/2027 ⏳Full consideration by 14/08/2026 💼Funded for 2 years, extension possible Discover, grow, collaborate, eat cake.
Eric Schulz reposted
How do children’s exploration strategies change across development? New preprint with Azzurra Ruggeri, Silja Kessler, and @ericschulz.bsky.social: “Tiny Alchemists: The Developmental Emergence of Empowerment in Exploration” osf.io/preprints/ps... Paper summary below 1/6
New work led by Franziska on the developmental trajectory of empowerment based exploration.
How do children’s exploration strategies change across development? New preprint with Azzurra Ruggeri, Silja Kessler, and @ericschulz.bsky.social: “Tiny Alchemists: The Developmental Emergence of Empowerment in Exploration” osf.io/preprints/ps... Paper summary below 1/6
Very excited about this. One of the first steps to truly automate the discovery process in the cognitive sciences.
1/ 🚨 New preprint: "Closing the Loop to Discover Psychological Theories with an Automated Cognitive Scientist" Introducing AutoCog 🤖 — a fully autonomous AI system that runs the entire scientific discovery cycle in cognitive science to surface novel theories of human behavior 🧵
Eric Schulz reposted
Eric Schulz reposted
Watch as Akshay is automating the discovery process in the cognitive sciences. Exciting times!
1/ 🚨 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 🧵 #AutomatedDiscovery #AI4Science
Eric Schulz reposted
Excited to announce that I'll be starting my own lab in Tübingen this October! Hiring at all levels: Postdoc, PhD & RA. Want to work on computational cognitive science at scale? Apply: core-cognition.github.io Reposts and shares much appreciated 🙏
Eric Schulz reposted
Join us at the Max Planck Institute in Leipzig as a fully funded 4-year postdoc position (m/f/d) in Cognitive and Computational Neuroscience (Area: Social Cognition). Excellent infrastructure with a leading scientific network. Apply by 13 July: recruitingapp-5218.de.umantis.com/Vacancies/44...?
Eric Schulz reposted
To appear in Computational Brain & Behavior soon: the claimed 2024 proof (also in CBB) that AGI via learning is intractable also "proves" that ImageNet is intractable. My reading of the hole: equivocation on the variable D. Preprint here: arxiv.org/abs/2411.06498
Eric Schulz reposted
Alireza Modirshanechi, Benjamin Eysenbach, Peter Dayan, Eric Schulz: Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization https://arxiv.org/abs/2605.06145 https://arxiv.org/pdf/2605.06145 https://arxiv.org/html/2605.06145
Eric Schulz reposted
Eric Schulz reposted
Eric Schulz reposted
I am shocked to see this language from the NSF. “The U.S. National Science Foundation's Fiscal Year 2027 Budget Request reflects a strategic alignment of resources in a constrained fiscal environment while eliminating woke and weaponized grant programs that previously funded radical DEI projects.”
Eric Schulz reposted
Attending #Cosyne2026? Come by our poster in the afternoon (#021) to talk about the sense of control, empowerment, and agency. 🧠🤖 We propose a unifying formulation of the sense of control and empirically characterize the human subjective sense of control. Preprint: osf.io/preprints/ps... 🧑🔬🧪🔬
Eric Schulz reposted
📢📢 Announcing this year's conference on the Mathematics of Neuroscience & AI (Rome, 9-12th June). We’ve got a stellar line-up and venue, and invite everyone to join: www.neuromonster.org
Eric Schulz reposted
🚨 Hiring in Munich 🇩🇪: 2 open-topic PhD positions in human & machine learning (TVöD E13 80%). Start ~June 2026 (flexible). Deadline: March 2, 2026. Apply/info: hcai-munich.com/PhD_Job_Ad.pdf Reposts appreciated 🙏
🚨 Hiring in Munich 🇩🇪: 2 open-topic PhD positions in human & machine learning (TVöD E13 80%). Start ~June 2026 (flexible). Deadline: March 2, 2026. Apply/info: hcai-munich.com/PhD_Job_Ad.pdf Reposts appreciated 🙏
🚨 Hiring in Munich 🇩🇪: 2 open-topic PhD positions in human & machine learning (TVöD E13 80%). Start ~June 2026 (flexible). Deadline: March 2, 2026. Apply/info: hcai-munich.com/PhD_Job_Ad.pdf Reposts appreciated 🙏
Eric Schulz reposted
Do people's internal representations of natural objects differ? We (@ericschulz.bsky.social) show so by incorporating idiosyncrasies into neural nets to create better models of human behavior. We also reliably extract idiosyncrasies and map them to demographics. More: osf.io/preprints/psyarxiv/pxt9a
Very happy to see this pre-print out. Our first step towards incorporating individual differences when aligning neural network representations to diverse crowds.
Do people's internal representations of natural objects differ? We (@ericschulz.bsky.social) show so by incorporating idiosyncrasies into neural nets to create better models of human behavior. We also reliably extract idiosyncrasies and map them to demographics. More: osf.io/preprints/psyarxiv/pxt9a
Honored to have been interviewed about Claude's "soul document" as part of an article for this week's @spiegel.de. www.spiegel.de/wissenschaft...
Eric Schulz reposted
Eric Schulz reposted
📆 updated for 2026! list of summer schools & short courses in the realm of (computational) neuroscience or data analysis of EEG / MEG / LFP: 🔗 docs.google.com/spreadsheets...
Eric Schulz reposted
🚨 New preprint 🚨 We present the decisions-from-experience database (DfE-DB), including data from 168 studies. The data are currently shared with the original authors and made public upon publication. 🔗 Database: github.com/dwulff/dfe-db 🔗 Preprint: www.biorxiv.org/content/10.6...