William Ngiam | 严祥全
@williamngiam.github.io
1.5K followers 730 following 410 posts
Cognitive Neuroscientist at Adelaide University | Perception, Attention, Learning and Memory Lab (https://palm-lab.github.io) | Open Practices Editor at Attention, Perception, & Psychophysics | ReproducibiliTea | http://williamngiam.github.io
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williamngiam.github.io
The world went and got itself small in a damn hurry
williamngiam.github.io
I'm not a historian, but it seems social movements that advance humanity come from minority groups recognising injustice and coming together in collective grassroots action. So, it's rather telling that the fight over how (or whether) to embed AI in society is falling along very similar lines.
williamngiam.github.io
editor-in-chief, action editor, reviewer
jessicacalarco.com
quantitative methods, qualitative methods, mixed methods
Photo of a Kansas City Chiefs press conference with Andy Reid, Travis Kelce, and Patrick Mahomes. Reid is wearing a gray suit and red tie with a lapel pin. Kelce is wearing a camp-style short-sleeved shirt with a bird print, along with a  suede cap, and Mahomes is wearing a white collared shirt, a pink checkered double-breasted vest, and a pale pink tie.
Reposted by William Ngiam | 严祥全
reproducibilitea.org
📣 “Peer Review and its Diversification” Webinars
15-16 October 2025

👉 Register for the Zoom link: forms.gle/1R4Y3d33W8bQ...

📄 Full programme: docs.google.com/document/d/1...
williamngiam.github.io
Can include a field for whether a README or data dictionary is available! I will be encouraging the data hub maintainers to reach out to authors to update their repos (but might be awkward for junior scientists, so optional for now). Already have a field for URL to any analysis code too 🗒️
williamngiam.github.io
Thanks, that's very helpful! I do not want the template to be THAT detailed because I want it to be easy for anyone to add datasets.

(Did you want to join in on the project? This is in "alpha": williamngiam.github.io/OpenWMData. I am recruiting a maintainer team now to populate the data hub.)
OpenWMData
A collection of publicly available<br>working memory datasets
williamngiam.github.io
williamngiam.github.io
Whom are you referring to in terms of the assessor? And which characteristics?
williamngiam.github.io
Of course, happy to hear from #openscience folk too! If you ever work with other people's experimental data, what do you always wish they hard done? What frustrations do you wish could be remedied if people took care of their data a little bit better?
williamngiam.github.io
What annotations / metadata do you wish was included with every #cogsci dataset (especially #workingmemory folks 👀)? My current list includes the experiment task, stimulus, level of data (trial-, subject-, or group-level), format, and whether analysis code is provided. Any more?
Reposted by William Ngiam | 严祥全
olivia.science
New preprint 🌟 Psychology is core to cognitive science, and so it is vital we preserve it from harmful frames. @irisvanrooij.bsky.social & I use our psych and computer science expertise to analyse and craft:

Critical Artificial Intelligence Literacy for Psychologists. doi.org/10.31234/osf...

🧵 1/
Cover page of Guest, O., & van Rooij, I. (2025, October 4). Critical Artificial Intelligence Literacy for Psychologists. https://doi.org/10.31234/osf.io/dkrgj_v1 Table 1 Guest, O., & van Rooij, I. (2025, October 4). Critical Artificial Intelligence Literacy for Psychologists. https://doi.org/10.31234/osf.io/dkrgj_v1 Table 2 Guest, O., & van Rooij, I. (2025, October 4). Critical Artificial Intelligence Literacy for Psychologists. https://doi.org/10.31234/osf.io/dkrgj_v1
Reposted by William Ngiam | 严祥全
mariamaly.bsky.social
Are you an early career scholar interested in learning more about peer review?

Join us for our virtual @reviewerzero.bsky.social workshop! We will help you understand how peer review works and give advice on responding to reviewer comments.

9-10:30am PT / 12-1:30pm ET on October 30th. Register👇🏼
Welcome! You are invited to join a meeting: Peer Review 101. After registering, you will receive a confirmation email about joining the meeting.
Welcome! You are invited to join a meeting: Peer Review 101. After registering, you will receive a confirmation email about joining the meeting.
northwestern.zoom.us
williamngiam.github.io
I'm thankful for the starting point! It will be a fun rabbit hole to head down in search.
williamngiam.github.io
I have a vague memory of reading a paper that was a passionate rebuke of academic capitalism, and proposing a solution that academic committees should use sortition – random allocation to different roles. It's entirely possible that I dreamt this but does anyone know of such an article?
Reposted by William Ngiam | 严祥全
sciencevs.bsky.social
This moment from our latest episode with science writer @edyong209.bsky.social is 🔥

We asked Ed — how do we talk up the benefits of science in the face of government cuts? He told us that's the wrong approach. 🧪

Listen wherever, or watch on Spotify 👇

open.spotify.com/episode/7Evh...
Reposted by William Ngiam | 严祥全
rademaker.bsky.social
We’re looking for a postdoc to join our Max Planck group in Germany some time in 2026. If you have computational and/or neuroimaging expertise, and are interested in questions intersecting perception and cognition, please reach out! I’ll also be happy to chat at the #Bernsteinconference this week.
williamngiam.github.io
No declaration of LLM use by the authors, and the journal policy is a little flimsy (but does go against autonomous content generation). I will probably go with the PubPeer route!
Reposted by William Ngiam | 严祥全
matthieu-mx.bsky.social
1/ Why are we so easily distracted? 🧠 In our new EEG preprint w/ Henry Jones, @monicarosenb.bsky.social and @edvogel.bsky.social we show that distractibility is associated w/ reduced neural connectivity — and can be predicted from EEG with ~80% accuracy using machine learning.
Reposted by William Ngiam | 严祥全
evievergauwe.bsky.social
Collaborate with us!! #workingmemory
candicemorey.bsky.social
Call for collaborators! 🧵

The TL;DR: we seek collaborators on a #ManyLabs #RegisteredReport about what causes rapid forgetting.

In-principle accepted Stage 1: osf.io/ahjn5

Expressions of interest: cardiffunipsych.eu.qualtrics.com/jfe/form/SV_...

Further details in the 🧵:
williamngiam.github.io
I'm seeking some advice: I have just come across an article with a few incorrect references (wrong authors, bad DOIs), as well as nonsensical in-text citations to those references. What should I do about this? Should I pursue an expression of concern?
williamngiam.github.io
What are good ways that early-career researchers (say, graduate students to junior faculty) can contribute to the push against senseless adoption of AI at their institutions? How might you allay concerns that they will "lose out" to their peers who use AI tools to produce, produce, produce?
williamngiam.github.io
Thank you for sharing this – it's heartening to know that the past eminent scholars, that I continue to read and cite, did not simply stay within their silos; that I can follow their footsteps in terms of research and in terms of ideology as well.
williamngiam.github.io
"Theoretical Grounds" – a no-phone café to encourage connection through philosophical conversations.

(I also considered Pore Over Coffee)
williamngiam.github.io
I'm back to coming up with puns for my alternative career paths. Today, it's starting a restaurant titled "Wok this way, stock this way", which opens up to cheap-and-cheerful dishes on one side, and hot-pots on the other side.
a man singing into a microphone with the words " walk this way " above him
Alt: Steven Tyler, lead singer of Aerosmith, singing at a concert with the caption "Walk this way" in reference to one of their songs.
media.tenor.com
Reposted by William Ngiam | 严祥全
mariamaly.bsky.social
A memory can be represented at different levels of granularity, from highly specific to generalized.

Different representational formats of a memory can be used at different times or in different contexts, and draw on different neural representations.

doi.org/10.31234/osf...
OSF
doi.org
Reposted by William Ngiam | 严祥全
economeager.bsky.social
I fear somebody in the Australian government may have misunderstood the meaning of pull requests