Samuel Recht
@sam.re
1K followers 190 following 20 posts
Cognitive scientist @ Oxford. Studying attention, metacognition and curiosity / learning.
Posts Media Videos Starter Packs
Pinned
sam.re
Samuel Recht @sam.re · Dec 20
Humans are curious not just about the world, but also about their own minds. In our new paper, we describe a specific form of curiosity in which people strategically seek information not only about their decisions but also about the accuracy of their self-evaluations. psycnet.apa.org/fulltext/202...
Reposted by Samuel Recht
neuroai.bsky.social
Pleased to say "Space, Time, and Memory", an academic book by Oxford University Press edited by the inimitable Lynn Nadel & Sara Aronowitz is now out.
I contributed a chapter, "Memory and Planning in Brains and Machines".
You can download the entire book for free:
library.oapen.org/bitstream/ha...
Reposted by Samuel Recht
meganakpeters.bsky.social
like a metacognitive evaluation? in my understanding metacog is at best weird, but more likely just not even present in most if not all LLMs. they don't do anything like "decide when more context is needed" anything like we do.

not an LLM expert but i do know abt metacog!

arxiv.org/abs/2504.14045
Metacognition and Uncertainty Communication in Humans and Large Language Models
Metacognition, the capacity to monitor and evaluate one's own knowledge and performance, is foundational to human decision-making, learning, and communication. As large language models (LLMs) become i...
arxiv.org
Reposted by Samuel Recht
We have a PhD position for an upcoming project in metacognition research in Potsdam / Berlin. A great opportunity for those interested in cognitive modeling of confidence and EEG.

More information at coconeuro.github.io/phd2025

Kindly share this opportunity with potential candidates - Thanks!
Computation and Cognition @ HMU Potsdam
Computation and Cognition @ HMU Potsdam
coconeuro.github.io
Reposted by Samuel Recht
carlbergstrom.com
Harvard today, your institution tomorrow.

It's all part of the Project 2025 plan to destroy high education in America.

All leading US universities depend on federal funding and tuition dollars from international students. They severely curtailed the former. Now they're eliminating the latter.
The Trump administration on Thursday halted Harvard University’s ability to enroll international students, taking aim at a crucial funding source for the nation’s oldest and wealthiest college in a major escalation in the administration’s efforts to pressure the elite school to fall in line with the president’s agenda.
Reposted by Samuel Recht
n41c0.bsky.social
Very happy this is finally out 🎉. In this paper, we show that conf. reports are biased by a visual illusion, an asymmetrical base rate and a payoff scheme. Crucially, we show that only the visual illusion affects subj. experience, suggesting decision bias leaks onto confidence reports.
Reposted by Samuel Recht
peterkok.bsky.social
Our study using layer fMRI to study the direction of communication between the hippocampus and cortex during perceptual predictions is finally out in Science Advances! Predicted-but-omitted shapes are represented in CA2/3 and correlate specifically with deep layers of PHC, suggesting feedback. 🧠🟦
Communication of perceptual predictions from the hippocampus to the deep layers of the parahippocampal cortex
High-resolution neuroimaging reveals stimulus-specific predictions sent from hippocampus to the neocortex during perception.
www.science.org
Reposted by Samuel Recht
achetverikov.bsky.social
New preprint! Serial dependence is assumed to be attractive, but some studies consistently show repulsion. We tried to replicate a surprising repulsive serial bias that switches to an attractive one when people get distracted during the memory maintenance. It worked! osf.io/preprints/ps... 🧵
a screenshot of the preprint first page, with the text: 

Between repulsion and attraction in serial biases: Replication of Chen & Bae, 2024

Juni B. Akselberg, Sara B. Cardona, Mikkel Dybvad, Lise Martine Karlstad, Malin Langemyr, Ingrid A. Mellingsæter-Jokic, Mats K. K. Moe, Amalie C. Solvang, and 
Andrey Chetverikov
1 Faculty of Psychology, University of Bergen
2 Department of Psychosocial Science, Faculty of Psychology, University of Bergen
Abstract
What you see depends on what you have seen before, and commonly your perception is drawn toward the past. Such attractive biases, known as serial dependence, are well established for many visual features. Interestingly, Chen and Bae (2024, Cognition) recently reported a repulsive serial bias in a pointing direction estimation task that switched to an attractive one in the presence of a distracting task. At the same time, an analysis of response trajectories revealed a repulsive bias during response execution, irrespective of the condition. These surprising findings prompted us to attempt a replication. We confirmed the main findings of Chen and Bae. However, we also demonstrated that the overall direction and magnitude of the bias are relatively stable for a given observer, regardless of the condition. Furthermore, we found that already the very first moment in the response trajectory differed between conditions, showing a predominantly attractive bias for trials that ended with attraction. The results confirm the robustness of the original findings and pose a challenge for a simple Bayesian model of serial dependence, highlighting the need for computational models that can explain both attractive and repulsive biases.
Keywords: serial dependence, bias, direction estimation, orientation, visual working memory, Stroop, attraction, repulsion, mouse tracking, stimulus history effect, perceptual decision-making, replication
Reposted by Samuel Recht
herbstso.bsky.social
Episode II of how are durations stored in working memory:
Besides replicating our previous findings, we find that
alpha power reflects a universal signature of WM load and mediates recall precision, even for abstract information like duration
www.biorxiv.org/content/10.1...
🔽 co-authors below
Alpha power indexes working memory load for durations
Timing, that is estimating, comparing, or remembering how long events last, requires the temporary storage of durations. How durations are stored in working memory is unknown, despite the widely held ...
www.biorxiv.org
Reposted by Samuel Recht
dobyrahnev.bsky.social
Great to see our research, led by @johannakuci.bsky.social, covered in The Transmitter. One of the more surprising findings to have come out of the lab.
Reposted by Samuel Recht
kobedesender.bsky.social
Dynamic modulation of confidence based on the metacognitive skills of collaborators! Now out in @cognitionjournal.bsky.social New work from
@felixhermans.bsky.social Simon Gaia @majafr.bsky.social
and me! Paper here: pubmed.ncbi.nlm.nih.gov/40262423/ Details ↓↓↓
Reposted by Samuel Recht
ivntmc.bsky.social
I'm super excited that our new preprint titled "Intrinsic rewards guide visual resource allocation via reinforcement learning" with Rodrigo Raimundo and Paul Bays (@bayslab.org) is finally out! www.biorxiv.org/content/10.1...
1/n
#visionscience #compneurosky #neuroskyence
Reposted by Samuel Recht
mamassian.bsky.social
If you work with perceptual confidence judgments, you may be interested in our CNCB model of confidence ratings. Joint work with Vincent de Gardelle.

Uncorrected proofs here:
dx.plos.org/10.1371/jour...

(🧵 1/4)
relationship between sensory evidence and confidence evidence
Reposted by Samuel Recht
noamsarna.bsky.social
Hey Bluesky! I’m excited to share my new preprint with @matanmazor.bsky.social and @ruvidar.bsky.social, where we show that surface-level questionnaire filling behaviours drive correlations between mental health and metacognition (confidence ratings). osf.io/preprints/ps... [1/14]
a close up of a man wearing glasses and a hat with abc family on the bottom
ALT: a close up of a man wearing glasses and a hat with abc family on the bottom
media.tenor.com
Reposted by Samuel Recht
matanmazor.bsky.social
Our "I would have seen it if it were there" paper — a collaboration with @ranimo.bsky.social and @clarepress.bsky.social — is now out in Psych. Review.

There’s a lot in this paper, but here are what I see as the 3 main takeaways:

psycnet.apa.org/fulltext/202...
The title of the paper, "Beliefs about Perception Shape Perceptual Inference: An Ideal Observer Model of Detection", with the author names, and Fig. 1: a schematic of an inverse optics account of vision.
Reposted by Samuel Recht
quining.bsky.social
Lovely/comprehensive review of metacognition and functional neurological disorder; a condition that demands a metacognitive interpretation: doi.org/10.1093/brai...

The emerging picture aligns with findings in psychopathology more broadly—metacognitive performance is often equivalent to controls.
Going ‘meta’: a systematic review of metacognition and functional neurological disorder
Sadnicka et al., overview experimental data that has examined metacognition in patients with functional neurological disorders (FND). Interestingly, most s
doi.org
Reposted by Samuel Recht
sam.re
Samuel Recht @sam.re · Jan 11
Thanks a lot, Marlene! 🙂
Reposted by Samuel Recht
natrevpsychol.nature.com
How aggregated opinions shape beliefs

Review by Kerem Oktar & Tania Lombrozo

Web: go.nature.com/40lJX56
PDF: rdcu.be/d5tor
Reposted by Samuel Recht
Reposted by Samuel Recht
danieljamesyon.bsky.social
How can sharing our uncertainty with others alter our confidence when we're alone?

Delighted to share the lab's new paper, with Einar Andreassen and @cdfrith.bsky.social. Particularly pleased as it's Einar's first!

Link: osf.io/preprints/ps...

🧵👇

#PsychSciSky
#neuroskyence