Reposted by Ata KaragozColin Bredenberg @colin-bredenberg.bsky.social · 4hHi all, I'm happy to announce that I have started at the University of Oregon as an assistant professor! My group will use computational methods to study learning and synaptic plasticity. I will be hiring grad students this year--please reach out if you're interested! colinbre@uoregon.edu 33210
Reposted by Ata KaragozAlison Preston @aliprestonphd.bsky.social · 08/10/2026Our postdoctoral researcher Mengcun Gao studies how we build a picture of the world out of the patterns in our experience 🧠 How do learners pick out what matters, organize what they find, and generalize beyond what they've directly seen? She'll be presenting at #psynom26 in November! 062
Reposted by Ata KaragozGaia Molinaro @gaiamolinaro.bsky.social · 08/10/2026Our reward function compression work is now out in Nature Communications! 🎉 In it, we present and empirically test a computational framework that formalizes the trade-offs between goal flexibility and learning efficiency. @annecollins.bsky.social @natureportfolio.nature.com doi.org/10.1038/s414... 08125
Reposted by Ata KaragozIan Ballard @iancballard.bsky.social · 08/10/2026The Computational and Cognitive Neural Sciences lab (ballardlab.org) at UC Riverside is recruiting psychology PhD students to join our team! Check out the flyer to learn about the lab and our stellar research community at UCR. Apply by 12/1! tinyurl.com/yjubmvvb 02519
Reposted by Ata KaragozMindCORE at the University of Pennsylvania @pennmindcore.bsky.social · 08/10/2026The MindCORE Fellows Application is open! We seek applications from recent PhDs in neuro, psych, ling, philo, comp sci, or other cog sci discipline for our 3-yr postdoc. MindCORE is Penn's interdisciplinary effort to understand human intelligence & behavior. mindcore.sas.upenn.edu/post-doctora... 11914
Reposted by Ata KaragozDoug Addleman @dougaddleman.bsky.social · 07/10/2026Gonzaga University is hiring (TT) in neuroscience for Fall 2027. Gonzaga is a great place focused on undergraduate education with strong support for research. Deadline Oct 26! employment.gonzaga.edu/jobs/assista...employment.gonzaga.eduAssistant Professor, Psychology (Neuroscience) - Spokane, Washington, United StatesTitle: Assistant Professor, Psychology (Neuroscience) Area: College of Arts and Sciences Department: Psychology Telework Availability: On-campus Position Employee Classification: Tenure Track Faculty ... 1138
Reposted by Ata KaragozRoxana Zeraati @roxana-zeraati.bsky.social · 08/10/2026Re-post 🔁 is appreciated! #neurojobs: we’re looking for new team members to join us @cmc-unit.bsky.social! If you’d like to study decision-making in naturalistic & embodied contexts (integrating RL, RNNs & cross-species data analysis) in a cool & collaborative research environment 😎, check 👇 01915
Reposted by Ata KaragozChris Baldassano @chrisbaldassano.bsky.social · 08/10/2026I'm recruiting PhD students this cycle! We study how the brain perceives, remembers, and predicts naturalistic experiences like movies and games, using computational tools to analyze behavioral and neural data 🧠 App deadline is 12/2/26 - see our lab pubs on our website www.dpmlab.org/pubs.htmldpmlab.orgColumbia Dynamic Perception and Memory Lab 04832
Reposted by Ata KaragozPaul Bays @bayslab.org · 07/10/2026The rich get richer in visual processing: latest study with @ivntmc.bsky.social shows that we allocate resources preferentially to stimuli that we feel confident in estimating, which makes us better at estimating them...even if the initial confidence was misplaced. doi.org/10.1038/s415...doi.orgIntrinsic rewards guide visual resource allocation via reinforcement learning - Nature Human BehaviourTangible rewards are known to sharpen visual processing of associated objects. Tomić et al. show that an internal sense of confidence—acting as an intrinsic reward—similarly biases attention,… 1145
Reposted by Ata KaragozHeleen Slagter @haslagter.bsky.social · 06/10/2026Reposting, in case you missed it! 8-) Reskeet appreciated! 11919
Reposted by Ata KaragozFrankLab_LNCC @lnccbrown.bsky.social · 05/10/2026Modeling decision dynamics improves ability to distinguish RL from WM - both recovery and out of sample prediction, with clinical differences revealed 083
Reposted by Ata KaragozSteve Fleming @smfleming.bsky.social · 05/10/2026Excited 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/cikzcth0lnkd.inLinkedInThis link will take you to a page that’s not on LinkedIn 210051
Reposted by Ata KaragozDr Anna Leshinskaya @annaleshinskaya.bsky.social · 02/10/2026I am recruiting graduate students for UCI's PhD in Cognitive Sciences - www.cogsci.uci.edu/graduate/pro... The lab's focus is on how relational structure and combinatorial reasoning is implemented in human brains and large language models--and if they are similar.cogsci.uci.eduGRADUATE PROGRAM 13430
Reposted by Ata KaragozDan Mirea @danmirea.bsky.social · 01/10/2026Thrilled to announce that I will be joining the University of Miami as an Assistant Professor of Psychology next year! I am recruiting a PhD student to start in Fall 2027 — please reach out if you are interested in joining the lab! For more info check out my website: dan-mirea.com 56912
Reposted by Ata Karagozispsm @ispsm.bsky.social · 23/09/2026How do philosophers and scientists of mind actually work together, and where does the collaboration break down? ISPSM is launching In Conversation, a new online series that aims to bring philosophers and scientists together to work through questions like these. 📅 23 Oct 2026, 1pm BST/8am EDT 36425
Reposted by Ata KaragozDecision, Action, and Neural Computation (DANC) lab @danclab.bsky.social · 30/09/2026Our multilayer MEG paper is out today in Nature Communications: depth-resolved laminar inference in humans 🧠#neuroskyence www.nature.com/articles/s41...nature.comMultilayer MEG source modelling enables depth-resolved laminar inference in humans - Nature CommunicationsResearchers developed a multilayer MEG framework that estimates activity across cortical depth non-invasively. Simulations and three human datasets show when reliable laminar inference is possible, en... 18243
Reposted by Ata KaragozEugene Vinitsky 🍒 @eugenevinitsky.bsky.social · 30/09/2026In our Nature paper, we introduce the first superhuman Stratego AI, which we built using general techniques that we developed for RL & test-time compute under imperfect information. www.nature.com/articles/s41...nature.comScalable decision-making for games of imperfect information - NatureAtaraxos, an AI for the board wargame Stratego, establishes a design pattern for reinforcement learning and search that is effective under large amounts of hidden information, a longstanding desiderat... 1225960
Reposted by Ata KaragozHayoung Song @hayoungsong.bsky.social · 30/09/2026Medial PFC interacts with the hippocampus to retrieve context-congruent memories.. but HOW?? was what started this. Simulating mPFC-HIP🧠, we designed an RNN🤖 that retrieves memories similar in context, on top of self-attention. It learns to retrieve like humans faster! arxiv.org/abs/2609.37791arxiv.orgA neural network that maintains and retrieves memories based on contextEvery day, people continuously infer situational context and adjust the way they understand and remember the world. Context, signaled by the prefrontal cortex, is known to modulate working memory and ... 15426
Reposted by Ata KaragozJacob Miller @neurojacob.bsky.social · 29/09/2026Interested in higher-order cognition and PFC: how *does* the PFC build abstract task representations?! Going to @cogneuronews.bsky.social 2027? Vote for our symposium! cogneurosociety.org/symposium-voting-form/ feat. @desrocherslab.bsky.social @lapate.bsky.social @randolph-helfrich.bsky.social ! 02913
Reposted by Ata KaragozJuan Linde-Domingo @lindedomingo.bsky.social · 30/09/2026🚨 New preprint! With @mdelmarco.bsky.social and @gonzalezgarcia.bsky.social Can episodic memory become more flexible, expanding retrieval to new cues, without sacrificing concrete details? Our results suggest so, highlighting the adaptive nature of episodic memory www.biorxiv.org/content/10.6...biorxiv.orgEpisodic memory adaptively expands retrieval through typicality-guided transformation while concrete details remain accessibleMemory faces a fundamental challenge. It has to become flexible enough to be accessed by novel cues without losing the specific information that defines each individual episode. Whether memory transfo... 15522
Reposted by Ata KaragozJordan Lei @jordanlei.bsky.social · 28/09/2026Our paper is out in Nature Communications! In our messy, noisy world, do you find planning difficult/less worthwhile? It's not just you. As we increased the stochasticity in a planning environment, we found that people spent less effort planning: www.nature.com/articles/s41... #cogsci #planningnature.comEnvironmental stochasticity reduces human planning effort - Nature CommunicationsThe real world is stochastic, making it difficult to know when planning is worthwhile. Here the authors show that as stochasticity increases, people spend less effort planning and adopt simpler, less ... 26219
Reposted by Ata Karagozaaron bornstein @aaronbornstein.bsky.social · 29/09/2026New lab preprint! @khoudary.bsky.social presents a tour-de-force: a new model of how uncertain expectations should help resolve uncertain sensations, supported by re-analysis of four experiments in monkeys (behavior, ephys) and humans (behavior, fMRI, EEG, intracranial) @meganakpeters.bsky.social 23810
Reposted by Ata KaragozTim Verstynen @tdverstynen.bsky.social · 29/09/2026Looking for a postdoc in comp neuro and human brain imaging? Interested in foraging? Join our international collaboration with Jon Rubin, @jyotikab.bsky.social, & @davidrobbe.bsky.social be.bsky.social to study the neural basis of foraging behavior! cmu.wd115.myworkdayjobs.com/CMU/job/Pitt...cmu.wd115.myworkdayjobs.comPostdoctoral Research Associate – Cognitive Axon Lab – Dietrich CollegeThe Cognitive Axon Lab, in the Department of Psychology and Carnegie Mellon Neuroscience Institute, seeks applications for a multi-year Postdoctoral Research Associate at Carnegie Mellon University. T... 02222
Reposted by Ata Karagozari ☀️ @khoudary.bsky.social · 29/09/2026how does memory support perceptual decisions made under uncertainty? this question has scaffolded my entire PhD, and I'm so excited to share part of it in this ✨new preprint ✨ w/ @meganakpeters.bsky.social and @aaronbornstein.bsky.social! link: www.biorxiv.org/content/10.6...biorxiv.orgMemory retrieval explains dynamic effects of expectations on perceptual decisionsExpectations—prior knowledge of environmental statistics—support adaptive behavior by reducing uncertainty during inference. However, the questions of where expectations come from and how that ought t... 17426
Reposted by Ata KaragozRLDM @rldmparis2027.bsky.social · 29/09/2026📣 Save the date! RLDM 2027, the Multi-disciplinary Conference on Reinforcement Learning and Decision Making, is coming to Paris, July 6-9, 2027 🎉 Stay tuned for submission deadlines and more updates on our website rldm.org 👀 07037
Reposted by Ata KaragozAnna Corriveau @annacorriveau.bsky.social · 28/09/2026New preprint! Are attentional lapses the result of disengagement or simply response failure? Using EEG, we tested how attention fluctuations impact visual representations in the brain. (1/5) www.biorxiv.org/content/10.6...biorxiv.orgDegraded neural representations foreshadow failures of sustained attentionAttention prioritizes relevant information from the environment, but does not do so consistently over time. Instead, we sometimes experience poor attentional states which are characterized by a higher... 56329
Reposted by Ata KaragozChris Baldassano @chrisbaldassano.bsky.social · 28/09/2026Columbia Psychology is hiring for a Cognitive Science/Neuroscience Assistant Professor position as part of our ongoing push to expand our Cognitive research program (including two hires last year). We'll be starting application reviews next week so get materials in asap! apply.interfolio.com/193975apply.interfolio.com Apply - Interfolio {{$ctrl.$state.data.pageTitle}} - Apply - Interfolio 13118
Reposted by Ata KaragozbioRxiv Neuroscience @biorxiv-neursci.bsky.social · 28/09/2026Degraded neural representations foreshadow failures of sustained attention www.biorxiv.org/content/10.64898/20… 063
Reposted by Ata KaragozAmitai Shenhav @ashenhav.bsky.social · 28/09/20262 yrs ago, I briefly laid out a new theory of how motivation works (AGH). Here, I expand on the problems AGH was trying to solve, why they are hard to solve, what my solution looks like, and how this should change our understanding of thoughts & actions. osf.io/preprints/ps... 🧵A few highlights: 17542
Reposted by Ata KaragozHayoung Song @hayoungsong.bsky.social · 25/09/2026There are 2 tenure-track searches happening at UT Austin Psychology @utaustin.bsky.social! Dev/Social: apply.interfolio.com/194041 Clinical: apply.interfolio.com/194045 Please apply and be my colleague! Austin is awesome, UT is awesome, and the department is awesome⭐apply.interfolio.com Apply - Interfolio {{$ctrl.$state.data.pageTitle}} - Apply - Interfolio 02214
Reposted by Ata KaragozMariya Toneva @mtoneva.bsky.social · 24/09/2026🚨 Two open postdoc positions in the ERC-funded project BrainAlign at the Max Planck Institute in Saarbruecken, Germany: position #1 on NeuroAI: postdocprogram.mpg.de/node/58480 position #2 on human-centered LLM evaluations: postdocprogram.mpg.de/node/58481 Application deadline: Oct 13, 2026 11911
Reposted by Ata KaragozDoeller Lab @doellerlab.bsky.social · 25/09/2026Join us at @mpicbs.bsky.social as a fully funded 3-year PostDoc (m/f/d). Your project will focus on how cognitive maps shape learning, memory, and decision-making. Excellent infrastructure with a leading scientific network. Apply by September 30: postdocprogram.mpg.de/node/58460postdocprogram.mpg.deThe role of cognitive maps in learning, memory and decision making | Max Planck Postdoc Program 02111
Ata Karagoz @atabk.bsky.social · 25/09/2026I guess I'm just paranoid/pessimistic about someone farming out multiple accounts. So for the $20 a month Claude subscription I only need to get through a few studies to break even. If I have multiple accounts then even better return? 110
Reposted by Ata KaragozKim Nguyen @kvnguyen.bsky.social · 24/09/2026Recently had the pleasure of talking about the final paper of my dissertation work with CNS! The preprint is available now @jocn.bsky.social 172
Ata Karagoz @atabk.bsky.social · 24/09/2026I will say for both this and the de-obfuscated version the search is too consistent across trials so maybe entropy is a tell. But at that point you've paid the bot and then have to make a judgment call. 030
Ata Karagoz @atabk.bsky.social · 24/09/2026Obfuscation didn't help. It cracked it in about 4 minutes given only the chrome page a la cognition. 110
Ata Karagoz @atabk.bsky.social · 24/09/2026I do think seeing the code is important for the 1.5 minute one-shot, but I can imagine the model being able to put together something without code, just taking more time. I'll test out with the obfuscator and let you know. 020
Ata Karagoz @atabk.bsky.social · 24/09/2026Unrelatedly, I've decided to totally transition to densely sampled in person studies. 050
Ata Karagoz @atabk.bsky.social · 24/09/2026It could also arbitrarily set a performance level based on the points that are exposed by the jspsych exp. If I just looked at AOI visits or something without visually inspecting a trace I might not catch this? 130
Ata Karagoz @atabk.bsky.social · 24/09/2026I just had Opus 5.5 one shot a Human-Like mousetracking driver by looking at my code on cognition. Right now it's choosing left or right randomly. It's still not perfect but this took it literally a simple prompt and 1.5 mins to code a script. It can then be randomized and used across bot accounts. 3134
Reposted by Ata KaragozTrends in Cognitive Sciences @cp-trendscognsci.bsky.social · 24/09/2026Online Now: From maps to new thoughts: can place-cell indexing generate novel cortical states?dlvr.itFrom maps to new thoughts: can place-cell indexing generate novel cortical states?Constructing novel states from experience underpins imagination and abstraction. The hippocampal formation is thought to contribute by capturing the relational structure of experiences, but it remains unclear how its abstract relational codes are eventually translated into cortical content representations. I highlight that hippocampal–cortical indexing may scaffold the generation of new states. 164
Reposted by Ata KaragozBen Griffiths @benjamingriffiths.bsky.social · 24/09/2026🧠 We've got a new paper out in Cerebral Cortex! "Rhythmic stimulation elicits multiple, concurrent neural responses" academic.oup.com/cercor/artic... A 🧵 on why flicker doesn't just do one thing to the brain 👇academic.oup.comValidate User 13412
Reposted by Ata KaragozNatalie Brito @nataliebrito.bsky.social · 23/09/2026My department is looking to hire 3 new faculty members! Please share widely. Assistant Professor - Cognitive: apply.interfolio.com/193975 Assistant Professor - Social Psychology: apply.interfolio.com/193979 Associate/Full Professor - Mental Health: apply.interfolio.com/193984 26069
Reposted by Ata KaragozPrinceton Neuroscience Institute @princetonneuro.bsky.social · 23/09/2026📢 We’re hiring! PNI is seeking a full-time Lecturer in Computational and Cognitive Neuroscience to teach undergraduate and graduate courses in computational modeling and human cognitive neuroscience. Priority consideration: Nov. 30 Apply: apply.interfolio.com/193741 #NeuroSkyence #NeuroJobs 02123
Reposted by Ata KaragozReza Shadmehr @rezashadmehr.bsky.social · 22/09/2026Faculty position opening in computational neuroscience at Duke University. academicjobsonline.org/ajo/jobs/32697 03732
Reposted by Ata KaragozBen de Bivort @debivort.bsky.social · 22/09/2026Hello friends, the Harvard Life Science departments have banded together to hire a new colleague working at the intersection of Life Sciences and AI. Could be primarily an experimentalist, or could be primarily a compute/theorist. academicpositions.harvard.edu/postings/16773academicpositions.harvard.eduTenure-Track Professor in Life Science and AIThe Life Sciences Departments in Harvard Faculty of Arts and Sciences seek to recruit a tenure-track professor whose research is at the interface of AI and life sciences, from methodological developme... 34254