📢 NEW PREPRINT 📢 We show a metacognitive paradox (not blanket deficit!) in OCD: confidence is persistently lower, but fluctuations track evidence more tightly and are nearer Bayes-optimal.
www.researchsquare.com/article/rs-7...
🧵👇
@lenarddome.bsky.social
computational cognitive scientist @tuebingen lenarddome.github.io
📢 NEW PREPRINT 📢 We show a metacognitive paradox (not blanket deficit!) in OCD: confidence is persistently lower, but fluctuations track evidence more tightly and are nearer Bayes-optimal.
www.researchsquare.com/article/rs-7...
🧵👇
A new preprint 📝 with @tobiasuhauser.bsky.social @kenzakdr.bsky.social @benjwagner.bsky.social
and Andrew Webb accompanying our cpm-toolbox.net python modelling library - including details about our motivations, toolbox features, framework and workflows!
👉 osf.io/preprints/ps...
Some really cool stuff here! Really glad to have been involved in the making 📝🥳
day-to-day fluctuations of confidence (across multiple domains) relate to OCD symptom reports
Journal publishers *are* bundling your papers up in "data licensing agreements" for big tech companies to use for AI model training. Our publisher, T&F, got £75m from Microsoft for that last year alone.
06.09.2025 23:14 — 👍 575 🔁 157 💬 10 📌 21Our research on video game loot boxes was cited in a recent Forbes article about Labubus. The article was a systematic review exploring the links between loot boxes, problem gambling and problem video gaming. In other words, purchases with chance-based outcomes. 1/2
www.forbes.com/sites/traver...
New models (three variants of Prospect Theory), new features (more ways to manage parameters, more model components to use), and of course bug fixes. If you want to make your computational modelling reproducible and robust, check out and install the new version of *cpm*:
github.com/DevComPsy/cp...
AI slop and the destruction of knowledge irisvanrooijcogsci.com/2025/08/12/a...
12.08.2025 22:12 — 👍 490 🔁 242 💬 20 📌 46Ever have a symptom & assume the worst? That’s the Inverse Base Rate Effect—we over-focus on rare outcomes. A new #psynomPBR study by Dome @lenarddome.bsky.social & Wills finds distraction & time pressure can reduce this bias. Post by Alyssa Asmar. buff.ly/FTDQE25
12.08.2025 20:00 — 👍 4 🔁 3 💬 0 📌 0I wonder how much tax money goes into research programmes likely this? In Europe for example? A shame indeed
24.07.2025 06:51 — 👍 1 🔁 0 💬 0 📌 0So excited to share that the NeNa registrations are open now! Can’t wait to see everyone in Heidelberg this October. 🎓🍂
21.07.2025 12:26 — 👍 4 🔁 1 💬 0 📌 05. The right-wing enthusiasm for AI science is not about doing better science faster. It’s about eliminating one of the most effective forms of societal resistance to authoritarian control.
21.07.2025 14:32 — 👍 519 🔁 170 💬 9 📌 22“Even the term 'Artificial Intelligence' … is widely misused, with conceptual unclarity coopted to advance industry agendas and undermine scholarly discussions. It is our task to demystify and to challenge 'AI' in our teaching, research & engagement with society.” openletter.earth/open-letter-...
28.06.2025 19:08 — 👍 651 🔁 269 💬 21 📌 26Models should be constrained on their behavioural heterogeneity and we should be concerned about the number of Unobserved Model Prediction (UMP) they can produce
18.07.2025 13:22 — 👍 0 🔁 0 💬 0 📌 0A quote from Rumelhart/McClelland: "...real biological systems cannot be Turing machines because they have finite hardware."
A sentiment somewhat related to our g-distance framework. What portion of unobserved but possible results your model rejects?
#CPConf2025 is exploring multidimensional reward functions #RufusTempleOrchestra
15.07.2025 19:00 — 👍 19 🔁 3 💬 2 📌 2I'm very excited to share that @wellcometrust.bsky.social has awarded us a big grant on studying information gathering biases in #OCD and #Schizophrenia in patients, rodents, using modelling & clinical interventions.
More details here: devcompsy.org/2025/07/15/n...
Come check out my poster on an accessible new python library cpm (cpm-toolbox.net) designed to ease you into modelling in computational psychiatry #CPConf2025
I’m poster 1.2 👀
A packed cinema for Charlotte Fraza's tutorial on normative modelling #CPConf2025
14.07.2025 09:08 — 👍 4 🔁 1 💬 0 📌 0Serious FOMO here #CPConf2025
14.07.2025 08:58 — 👍 5 🔁 1 💬 1 📌 0a couple of hours before my keynote, I went through an intense negotiation with the organisers (for over a hour) where we went through my slides and had to remove anything that mentions 'Palestine' 'Israel' and replace 'genocide' with 'war crimes'
1/
Save the date: Australiasian Mathematical Psychology Conference. 23-25 Feburary 2026. Singapore. "Applying mathematical and quantitative psychology to real-world complex problems"
Save the date! The 2026 *gasp* Australasian MathPsych conference will be in Singapore -- looks to be a great one :)
@ozmathpsych.bsky.social
New paper accepted at ACL Findings! TL;DR: While language models generally predict sentences describing possible events to have a higher probability than impossible (animacy-violating) ones, this is not robust for generally unlikely events and is impacted by semantic relatedness. 1/3
12.06.2025 17:54 — 👍 21 🔁 3 💬 1 📌 1Thrilled to share the new paper from the lab out today in
@nathumbehav.nature.com, led by the great @jetrach.bsky.social!
"Mental graphs structure the storage and retrieval of visuomotor associations"
www.nature.com/articles/s41...
I'm excited to announce that my lab's open textbook on Scientific Computing for Cognitive Neuroscience (v1.0) has just gone live! Our goal is to help mend the gap between the computational skills needed by cognitive neuroscience, and typical curricula that don't yet include it. 1/3
09.06.2025 16:10 — 👍 116 🔁 42 💬 8 📌 1Greta Thunberg. Overlaid text reads: Israel’s navy has intercepted a Gaza-bound aid ship and detained Greta Thunberg
Israeli commandos boarded the ship, which was attempting to break the blockade of Gaza, in international waters off the coast of the territory, according to the move's organisers. www.ft.com/content/16a4...
09.06.2025 07:17 — 👍 168 🔁 94 💬 0 📌 8Special kudos for Sam to release 1.3T of carefully organised and documented neuroimaging data that other researchers can use for future discoveries: gin.g-node.org/sam.hall-mcm...
06.06.2025 14:39 — 👍 5 🔁 2 💬 0 📌 0For eight years, Builder .ai marketed its "Natasha" AI system as a fully autonomous tool that could build software "as easily as ordering pizza." In reality, engineers in Noida and Bangalore manually coded client projects while being instructed to mimic AI-generated responses.
06.06.2025 15:05 — 👍 95 🔁 35 💬 2 📌 9I’m starting to think this is a systemic issue
www.yusufimaadkhan.com/posts/mills-...
Overview of the simulation strategy and analysis. a) Pial and white matter boundaries surfaces are extracted from anatomical MRI volumes. b) Intermediate equidistant surfaces are generated between the pial and white matter surfaces (labeled as superficial (S) and deep (D) respectively). c) Surfaces are downsampled together, maintaining vertex correspondence across layers. Dipole orientations are constrained using vectors linking corresponding vertices (link vectors). d) The thickness of cortical laminae varies across the cortical depth (70–72), which is evenly sampled by the equidistant source surface layers. e) Each colored line represents the model evidence (relative to the worst model, ΔF) over source layer models, for a signal simulated at a particular layer (the simulated layer is indicated by the line color). The source layer model with the maximal ΔF is indicated by “˄”. f) Result matrix summarizing ΔF across simulated source locations, with peak relative model evidence marked with “˄”. g) Error is calculated from the result matrix as the absolute distance in mm or layers from the simulated source (*) to the peak ΔF (˄). h) Bias is calculated as the relative position of a peak ΔF(˄) to a simulated source (*) in layers or mm.
🚨🚨🚨PREPRINT ALERT🚨🚨🚨
Neural dynamics across cortical layers are key to brain computations - but non-invasively, we’ve been limited to rough "deep vs. superficial" distinctions. What if we told you that it is possible to achieve full (TRUE!) laminar (I, II, III, IV, V, VI) precision with MEG!