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Dirk Gütlin

@gutlin.bsky.social
5.1K followers 4.5K following 516 posts

I post the latest Neuroscience, ML/AI, Complex Systems, and Stats papers. Deciphering prediction and learning with @auksz.bsky.social at Freie Universität Berlin/CCNB/BCCN. I also play bass in a pop punk band: linktr.ee/goodviewsbadnews

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Dirk Gütlin @gutlin.bsky.social · 22h
Oh nein 😱 Menschen aus Deutschland haben tatsächlich für jemanden Gewählt der offene Grenzen befürwortet. Ich dachte die "Refugees Welcome" Bewegung waren alles von der Linksgrünen Lobby bezahlte Statisten 🙊 /s
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Marc Elias @marcelias.bsky.social · 01/10/2026
🚨BREAKING: The Trump administration illegally changed a form used by overseas voters to register and request mail ballots just weeks before the midterms, Democrats argue in a new lawsuit filed Thursday. www.democracydocket.com/news-alerts/...
democracydocket.com
Trump admin quietly changed overseas voter form at 11th hour to disenfranchise Democrats, lawsuit says
The change is part of a Republican plan to make it more difficult to vote or outright disenfranchise a bloc of voters viewed as more inclined to vote Democratic, the DNC lawsuit argues.
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Dirk Gütlin @gutlin.bsky.social · 29/09/2026
Let's assume the brain is a perfect sphere:
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Andrea Devon @andreadevon.sheshed.rocks · 28/09/2026
Cheyenne Hunt speaking at 60 Million Survivors Rising in NYC: “We want powerful men held to the same standards of law as everyone else. We want survivors believed the first time, not the 15th. And we are going to make sure that you stop mistaking our anger for weakness.” #SheShed #BelieveSurvivors
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Dirk Gütlin @gutlin.bsky.social · 25/09/2026
📣📣📣 Preprint Alert! 📣📣📣 Do predictive processes shape brain representations during learning? We investigated the effect of Predictive Coding by training identical recurrent networks with different optimization procedures and then comparing them to human EEG under the same visual learning task.
Overview figure of our learning paradigm, architecture, and analysis procedure.
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Dirk Gütlin @gutlin.bsky.social · 25/09/2026
📣📣📣 Preprint Alert! 📣📣📣 Do predictive processes shape brain representations during learning? We investigated the effect of Predictive Coding by training identical recurrent networks with different optimization procedures and then comparing them to human EEG under the same visual learning task.
Overview figure of our learning paradigm, architecture, and analysis procedure.
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Kevin Mitchell @wiringthebrain.bsky.social · 25/09/2026
"machine men - with machine minds and machine hearts"
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Dirk Gütlin @gutlin.bsky.social · 25/09/2026
🎉 New preprint with @denisekittelmann.bsky.social and @auksz.bsky.social 🎉 Stay tuned for a twe-print with more details.
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Dirk Gütlin @gutlin.bsky.social · 25/09/2026
Understanding the structural and psychological bases of inequality www.nature.com/articles/s41...
nature.com
Understanding the structural and psychological bases of inequality - Nature Human Behaviour
Inequalities in education, health, technology and social status are often studied in isolation. This Focus issue shows how these inequalities are interconnected in the real world, and how competing vi...
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Dirk Gütlin @gutlin.bsky.social · 23/09/2026
"What chimpanzees at war have taught me about being human" Wonderfull article by John C. Mitani in Nature Human Behaviour. I think the final remark is super important! www.nature.com/articles/s41...
nature.com
What chimpanzees at war have taught me about being human - Nature Human Behaviour
Seeing a deadly ‘civil war’ unfold among chimpanzees has been a painful experience for John Mitani. His decades of watching wild great apes now evoke his family’s experience with xenophobia. But to hi...
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Robert Reich @rbreich.bsky.social · 20/09/2026
For those who have forgotten the past 40 years: Tax cuts for the rich ...don’t trickle down Boosting military spending ...doesn’t bring peace Slashing regulations ...doesn’t create jobs Folks, we’ve seen this all before.
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Dirk Gütlin @gutlin.bsky.social · 20/09/2026
Here are some cool mandelbrot-like fractals I found using digyt.github.io/fractal_expl... Probably some of them are named already, but I'll still give them funny names. Let's go. Acoustic Alien Amoeba z**3 - 2 * c + c
A fractal displayed on https://digyt.github.io/fractal_explorer/
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Dirk Gütlin @gutlin.bsky.social · 18/09/2026
I added zooming by click now. Now you can create custom fractals *and* zoom in much further than in other online visualizers. 😁
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Dirk Gütlin @gutlin.bsky.social · 18/09/2026
I think we should talk about this more: The nativist–empiricist debate is broken www.cell.com/trends/cogni...
cell.com
The nativist–empiricist debate is broken
The nativist–empiricist debate has long organized cognitive science, framing cognitive mechanisms as either innate or learned. Recent advances in controlled rearing and scalable domain-general neural ...
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Dirk Gütlin @gutlin.bsky.social · 17/09/2026
Yesterday I procrastinated wrapping up my dissertation and built this 😬👇 If you like fractals, you might like this page. Here you can play around and investigate different fractals in a simple but good looking interface (also makes nice screen wallpapers): digyt.github.io/fractal_expl...
A fractal created with
https://digyt.github.io/fractal_explorer/A fractal created with
https://digyt.github.io/fractal_explorer/A fractal created with
https://digyt.github.io/fractal_explorer/A fractal created with
https://digyt.github.io/fractal_explorer/
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Best for Britain @bestforbritain.org · 14/09/2026
🇬🇧 It was always a risk that Brexit would lead to the breakup of the UK. 🇪🇺 One of the best ways to avoid that would be EU membership. 📊 It isn't just the people of Wales, Scotland, and Northern Ireland who want membership - our polling shows the majority of people in England want it too.
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Dirk Gütlin @gutlin.bsky.social · 13/09/2026
Representational learning by optimization of neural manifolds in an olfactory memory network www.nature.com/articles/s41...
nature.com
Representational learning by optimization of neural manifolds in an olfactory memory network - Nature Neuroscience
Using experiments and theory, the authors examine how olfactory memories are encoded in the zebrafish olfactory cortex. They find that experience reshapes the internal map of odor space, making releva...
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Brian O @proudcanadaveteran.bsky.social · 07/09/2026
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Dirk Gütlin @gutlin.bsky.social · 04/09/2026
Hear me out, Neuroscientists: This is what it all is about - least action. I hope to see the day where we have an (at least general) understanding of why and how we do what we do and I am pretty convinced this will be the key metric. 🙅‍♂️
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Dirk Gütlin @gutlin.bsky.social · 04/09/2026
If Donald Trump saw this map, would he try to invade Africa instead of Greenland?
The equal earth map.
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Nature Reviews Neuroscience @natrevneuro.nature.com · 01/09/2026
Making models disagree to learn how brains compute — a Review by Tal Golan, Heiko H. Schütt & Nikolaus Kriegeskorte @talgolanneuro.bsky.social @heikoschuett.bsky.social @kriegeskorte.bsky.social #neuroscience #neuroskyence www.nature.com/articles/s41...
nature.com
Making models disagree to learn how brains compute - Nature Reviews Neuroscience
Neural network models can express computational hypotheses about brain information processing, but their high parametric capacity makes discriminating model alignment to experimental data challenging....
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Kayson Fakhar @kayson.bsky.social · 15/12/2025
🚨new work with the dream team @danakarca.bsky.social @loopyluppi.bsky.social @fatemehhadaeghi.bsky.social @stuartoldham.bsky.social @duncanastle.bsky.social We use game theory and show the brain is not optimally wired for communication and there’s more to its story: www.biorxiv.org/content/10.6...
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SANTA CLAUS @santaclausalaska.bsky.social · 02/09/2026
FUN FACT If we switched to all renewable energy, the number of ships crossing the ocean would fall almost in half, slashing global CO2 emissions. Because those ships are JUST carrying coal, oil and gas. ~ Bill McKibben SUPPORT ALTERNATIVE ENERGY SOURCES!
Fun Fact: If we switched to all renewable energy, the number of ships crossing the ocean would fall almost in half, slashing global CO2 emissions. Because those ships are just carrying coal, oil and gas.
- Bill McKibben, Climate Activist
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Alessandro Crimi @alecrimi.bsky.social · 31/08/2026
ggbrat: 🧠Brain Atlases for ggplot2 github.com/jorittmo/ggb...
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Dirk Gütlin @gutlin.bsky.social · 31/08/2026
Large language models as uncertainty-calibrated optimizers for experimental discovery www.nature.com/articles/s42...
nature.com
Large language models as uncertainty-calibrated optimizers for experimental discovery - Nature Machine Intelligence
Although language models can be helpful in molecular design, they are not typically calibrated for uncertainty. Rankovic and colleagues present a method to train language models while taking into acco...
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Victoria Bosch @initself.bsky.social · 28/08/2026
Are brains and artificial neural networks converging onto universal representations? There is a seductive idea making the rounds in NeuroAI / machine learning: train systems well enough, and they all converge on the same representation of reality (i.e. a unique world model). We have thoughts™ 1/n
cell.com
The Umwelt Representation Hypothesis: rethinking Universality
Recent studies reveal striking representational alignment between artificial neural networks (ANNs) and biological brains, leading to proposals that all sufficiently capable systems converge on univer...
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Grace Lindsay @neurograce.bsky.social · 30/08/2026
This paper shows how measures and constructs in psychology get introduced but rarely reused. Would love to see a similar analysis done on methods of analyzing neural data. A Fragmented Field: Construct and Measure Proliferation in Psychology" Anvari et al., 2025 journals.sagepub.com/doi/10.1177/...
Treemap plots for (top) personality and social psychology and (bottom) clinical and health psychology. Each tile shows one measure, labeled with its acronym if it fits on the tile. Larger tiles indicate that the measure has been used a higher number of times; the many smaller tiles show fragmentation.
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Nature Biotechnology @natbiotech.nature.com · 26/08/2026
Seeing the unseen: A new tool for exploring complex biological data #NBTintheNews via @biozentrum.unibas.ch www.biozentrum.unibas.ch/news/detail/...
biozentrum.unibas.ch
Seeing the Unseen: A new tool for exploring complex biological data
Modern biology research can now generate valuable data on an unprecedented scale. But there is one major obstacle: making sense of these complex high-dimensional datasets. Prof. Erik van Nimwegen’s te...
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Dirk Gütlin @gutlin.bsky.social · 26/08/2026
Ongoing thoughts at rest reflect functional brain organization and behaviour www.nature.com/articles/s41...
nature.com
Ongoing thoughts at rest reflect functional brain organization and behaviour - Nature Human Behaviour
Ke et al. show that the resting brain is not idle: spontaneous thoughts can be decoded from brain network dynamics, helping explain why resting functional brain organization relates to everyday cognit...
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Dirk Gütlin @gutlin.bsky.social · 26/08/2026
Look, conservatives: it really is that simple. 🙊 If somebody just could make them understand what "free country" actually means. 🤷‍♀️
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David Barner @drbarner.bsky.social · 25/08/2026
This is (actually) cool but I’m waiting for the HBOs have theory of mind study. www.nature.com/articles/s41...
nature.com
Human brain organoids record the passage of time over multiple years - Nature
Human brain organoids were developed for over five years in culture to demonstrate that brain cells can continue to mature and record the passage of time, following human-specific endogenous programs,...
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Dirk Gütlin @gutlin.bsky.social · 25/08/2026
You might find it funny or relievedly turn back to scream at ChatGPT in all caps, but this is a valid question and an interesting read. 🤷‍♀️😁 Large language models do not have emotions www.nature.com/articles/s41...
nature.com
Large language models do not have emotions - Nature Human Behaviour
Nature Human Behaviour - Large language models do not have emotions
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Adrien Doerig @adriendoerig.bsky.social · 21/08/2026
The journal version is out! www.cell.com/trends-open/... AI is turning machine consciousness into a societal issue. Biological Naturalism (BN), the idea that only biological systems can be conscious, is gaining traction. We argue: either BN is untestable, or it is compatible with functionalism.
cell.com
What biology can and cannot tell us about conscious AI
Progress in artificial intelligence is turning machine consciousness from a philosophical curiosity into a societal issue, and has led to criticism of the widespread computational functionalist framew...
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Henry Mance @henrymance.ft.com · 19/08/2026
Woah.
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The vOICe vision BCI 🧠🇪🇺 @seeingwithsound.bsky.social · 21/08/2026
A crude electronics analogy of the value of recurrence might be that it is the external feedback resistor that turns an open-loop unstable opamp into a well-controlled stable amplifier.
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Dirk Gütlin @gutlin.bsky.social · 21/08/2026
Strong and localized recurrence controls the dimensionality of neural activity across brain areas www.nature.com/articles/s41...
nature.com
Strong and localized recurrence controls the dimensionality of neural activity across brain areas - Nature Neuroscience
Brain activity is complex but not arbitrary, and some patterns dominate others, with dimensionality describing how many such patterns exist. The authors show how brain connectivity controls dimensiona...
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micha heilbron @mheilbron.bsky.social · 20/08/2026
New preprint, w/ Karolina Drożdż Understanding language requires internally modelling what's happening where, even when unstated We built a new task to measure this ability in language models and people, and find it emerges at model scales far smaller than previously thought
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Dirk Gütlin @gutlin.bsky.social · 19/08/2026
Osnabrück opening a wonderful position. If you are in for a prime institute, the most curious and engaged students, while living in a nice and affordable city, you should absolutely apply! :)
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Julia Schaefer @julia-sc.bsky.social · 17/08/2026
Episodic memory forms through action: gaze shifts sequentially sample experience as it unfolds 👀🏞️ 🧠 But actions may also help organize how the brain reactivates episodic memories! 👀🧠💭 🏞️ Check out our new preprint 👇 doi.org/10.64898/202... 🎉 @tobiasstaudigl.bsky.social & Aditya Chowdhury 👇🧵
doi.org
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Dirk Gütlin @gutlin.bsky.social · 17/08/2026
Neural dynamics underlying minute-timescale persistent behaviour in the human brain www.nature.com/articles/s41...
nature.com
Neural dynamics underlying minute-timescale persistent behaviour in the human brain - Nature Human Behaviour
Courellis et al. examine how neurons in the human medial frontal cortex and hippocampus persistently represent context.
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Dirk Gütlin @gutlin.bsky.social · 17/08/2026
Good news for the world. Now let's try to scale this and finally put to rest PET/PP 🔥
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Dirk Gütlin @gutlin.bsky.social · 14/08/2026
Here's how to score your next ERC grant: be of the same gender and country as your reviewer 😉🥲 Homophily in grant evaluations www.nature.com/articles/s41...
nature.com
Homophily in grant evaluations - Nature Human Behaviour
Fuchs-Schündeln and Holub show evidence of a homophily bias in scientific grant application review—evaluators are more favourable to applicants from their own country and, to a lesser extent, of their...
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CLaE @claeneuro.bsky.social · 08/05/2026
THE NEURAL GEOMETRY SERIES The World Inside Neural Networks www.goodfire.ai/research/the...
goodfire.ai
The World Inside Neural Networks
How neural geometry will unlock understanding and control of AI
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Dirk Gütlin @gutlin.bsky.social · 13/08/2026
Flat earthers been real quiet these days... 🙊
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Dirk Gütlin @gutlin.bsky.social · 13/08/2026
Distinct neural processes link speech planning and execution www.nature.com/articles/s41...
nature.com
Distinct neural processes link speech planning and execution - Nature Human Behaviour
Direct recordings from the human brain reveal a hierarchy in planning to speak, with neural activity organizing whole syllables before the individual sounds that compose them are sequenced.
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Mary Gillis @marygillis.bsky.social · 13/08/2026
At this point, anyone advocating for more fossil fuel infrastructure and extraction is just an evil person. There's no other word for it. It goes beyond greed, beyond ignorance. It's just plain evil. Crops are being cooked IN THE GROUND.
theguardian.com
Potatoes ‘boil’ in the ground as record heatwave sweeps across swathes of Asia
South Korean farmers are suffering in record heat, as Hong Kong reports its highest ever temperature and Japan swelters through newly designated ‘cruelly hot’ days
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Dirk Gütlin @gutlin.bsky.social · 11/08/2026
Representation researchers: I think you definitely should check out this thought-provoking review by: @initself.bsky.social @rowansommers.bsky.social @adriendoerig.bsky.social @timkietzmann.bsky.social The Umwelt Representation Hypothesis: rethinking Universality pubmed.ncbi.nlm.nih.gov/42570893/
pubmed.ncbi.nlm.nih.gov
The Umwelt Representation Hypothesis: rethinking Universality - PubMed
Recent studies reveal striking representational alignment between artificial neural networks (ANNs) and biological brains, leading to proposals that all sufficiently capable systems converge on univer...
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The Liberal BoJack @thelibbojack.bsky.social · 04/08/2026
More cops have been arrested for using flock cameras to stalk women than there are transgender athletes in youth sports.
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Earl K. Miller @earlkmiller.bsky.social · 28/07/2026
Most neurons seem to be generalists, not specialists. Cortical circuits prioritize diversity over categorical structure. Rarely categorical, highly separable representations along the cortical hierarchy www.nature.com/articles/s41... #neuroscience www.newscientist.com/article/2581...
nature.com
Rarely categorical, highly separable representations along the cortical hierarchy - Nature
Cortical circuits prioritize diversity over categorical structure, supporting a computational regime geared towards high-dimensional, highly separable neural representations.
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Dirk Gütlin @gutlin.bsky.social · 03/08/2026
Comprehensive characterization of human color discrimination thresholds elifesciences.org/articles/108...
elifesciences.org
Comprehensive characterization of human color discrimination thresholds
Leveraging the smooth variation of internal noise makes comprehensive characterization of color discrimination practical, offering an efficient framework for studying perceptual limits across various ...
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