Cheng Soon Ong
@ml4x.bsky.social
Curious.
Researching #MachineLearning for Scientific Discovery. #ml4science #ai4science
I choose #OpenSource and #OpenScience .
Solving problems in #LifeScience #Genomics #RadioAstronomy
Read Mathematics for Machine Learning at https://mml-book.com
Researching #MachineLearning for Scientific Discovery. #ml4science #ai4science
I choose #OpenSource and #OpenScience .
Solving problems in #LifeScience #Genomics #RadioAstronomy
Read Mathematics for Machine Learning at https://mml-book.com
Pinned
Cheng Soon Ong
@ml4x.bsky.social
· Dec 1
New in ML Blog Post
virtual.aistats.org
I'm preparing for a PhD forum panel discussion at #AJCAI, and recalling the nice guide for ML conferencing that @khimya.bsky.social and I wrote for #AISTATS in 2025.
virtual.aistats.org/Conferences/...
virtual.aistats.org/Conferences/...
Reposted by Cheng Soon Ong
Hi everyone,
If you like @scikit-learn.org, how about upvoting my request to add it to the LinuxFoundation insight board:
github.com/linuxfoundat...
Thanks 🧡💙
If you like @scikit-learn.org, how about upvoting my request to add it to the LinuxFoundation insight board:
github.com/linuxfoundat...
Thanks 🧡💙
Add scikit-learn · linuxfoundation insights · Discussion #1506
We'd like to request enrolling scikit-learn into LFX Insights. The GitHub org is https://github.com/scikit-learn/scikit-learn. Scikit-learn is the most used machine learning library: download numbe...
github.com
December 28, 2025 at 9:40 PM
Hi everyone,
If you like @scikit-learn.org, how about upvoting my request to add it to the LinuxFoundation insight board:
github.com/linuxfoundat...
Thanks 🧡💙
If you like @scikit-learn.org, how about upvoting my request to add it to the LinuxFoundation insight board:
github.com/linuxfoundat...
Thanks 🧡💙
Reposted by Cheng Soon Ong
Really interesting research showing that while ultra-specialization in a single discipline might lead to better results early in one’s career, multi-discipline training and practice pays off big time in the long run. This applies to a range of professions from scientists to athletes and more
Recent discoveries on the acquisition of the highest levels of human performance
Scientists have long debated the origins of exceptional human achievements. This literature review summarizes recent evidence from multiple domains on the acquisition of world-class performance. We re...
www.science.org
December 20, 2025 at 6:51 PM
Really interesting research showing that while ultra-specialization in a single discipline might lead to better results early in one’s career, multi-discipline training and practice pays off big time in the long run. This applies to a range of professions from scientists to athletes and more
Reposted by Cheng Soon Ong
Have you got a PhD in Statistics (or related field) and experience in Statistical Consulting? A continuing position at the Australian National University is now open 🇦🇺🦘🐨.
Would love to get an #rstats person if possible ☺️
Apply by 18 Jan 👉 jobs.anu.edu.au/jobs/course-... #statssky #statsky
Would love to get an #rstats person if possible ☺️
Apply by 18 Jan 👉 jobs.anu.edu.au/jobs/course-... #statssky #statsky
Course Coordinator - Canberra / ACT, ACT, Australia
Classification: Academic Level BSalary package: $121,598 – 137,870 per annum plus 17% superannuation Terms: Full-time, Continuing (flexible arrangements, job share, or part time hours will be consider...
jobs.anu.edu.au
December 19, 2025 at 4:08 AM
Have you got a PhD in Statistics (or related field) and experience in Statistical Consulting? A continuing position at the Australian National University is now open 🇦🇺🦘🐨.
Would love to get an #rstats person if possible ☺️
Apply by 18 Jan 👉 jobs.anu.edu.au/jobs/course-... #statssky #statsky
Would love to get an #rstats person if possible ☺️
Apply by 18 Jan 👉 jobs.anu.edu.au/jobs/course-... #statssky #statsky
Reposted by Cheng Soon Ong
To anyone who may have been present at my talk today in which I intimated that you can just, you know, do this: you can just, you know, do this.
December 11, 2025 at 11:58 PM
To anyone who may have been present at my talk today in which I intimated that you can just, you know, do this: you can just, you know, do this.
Reposted by Cheng Soon Ong
was at an event on AI for science yesterday, a panel discussion here at NeurIPS. The panelists discussed how they plan to replace humans at all levels in the scientific process. So I stood up and protested that what they are doing is evil.
Full post:
togelius.blogspot.com/2025/12/plea...
Full post:
togelius.blogspot.com/2025/12/plea...
Please, don't automate science!
I was at an event on AI for science yesterday, a panel discussion here at NeurIPS. The panelists discussed how they plan to replace humans a...
togelius.blogspot.com
December 8, 2025 at 6:51 AM
was at an event on AI for science yesterday, a panel discussion here at NeurIPS. The panelists discussed how they plan to replace humans at all levels in the scientific process. So I stood up and protested that what they are doing is evil.
Full post:
togelius.blogspot.com/2025/12/plea...
Full post:
togelius.blogspot.com/2025/12/plea...
Reposted by Cheng Soon Ong
I'm preparing for a PhD forum panel discussion at #AJCAI, and recalling the nice guide for ML conferencing that @khimya.bsky.social and I wrote for #AISTATS in 2025.
virtual.aistats.org/Conferences/...
virtual.aistats.org/Conferences/...
New in ML Blog Post
virtual.aistats.org
December 1, 2025 at 4:49 AM
I'm preparing for a PhD forum panel discussion at #AJCAI, and recalling the nice guide for ML conferencing that @khimya.bsky.social and I wrote for #AISTATS in 2025.
virtual.aistats.org/Conferences/...
virtual.aistats.org/Conferences/...
I'm preparing for a PhD forum panel discussion at #AJCAI, and recalling the nice guide for ML conferencing that @khimya.bsky.social and I wrote for #AISTATS in 2025.
virtual.aistats.org/Conferences/...
virtual.aistats.org/Conferences/...
New in ML Blog Post
virtual.aistats.org
December 1, 2025 at 4:49 AM
I'm preparing for a PhD forum panel discussion at #AJCAI, and recalling the nice guide for ML conferencing that @khimya.bsky.social and I wrote for #AISTATS in 2025.
virtual.aistats.org/Conferences/...
virtual.aistats.org/Conferences/...
Reposted by Cheng Soon Ong
I write about some interesting developments in the ATmosphere (and the broader universe of decentralised and federated social media). Very intrigued by #Eurosky, especially the idea of shared moderation infrastructure. I will be following (and hopefully writing about!) this with a lot of interest.
🇪🇺 Eurosky is building EU-hosted social media infrastructure on ATProtocol. Priorities: Commons for Content Moderation (CoCoMo), decentralized architecture, and reducing Big Tech dependency.
Public funding + civil society collaboration = digital sovereignty. openfuture.eu/blog/eurosky...
Public funding + civil society collaboration = digital sovereignty. openfuture.eu/blog/eurosky...
Eurosky dawns: Building Infrastructure for Sovereign Social Media – Open Future
The Eurosky initiative is building European social media infrastructure on the ATProtocol, representing a new step in Europe's digital sovereignty agenda as policymakers seek alternatives to Big Tech ...
openfuture.eu
November 27, 2025 at 11:01 AM
I write about some interesting developments in the ATmosphere (and the broader universe of decentralised and federated social media). Very intrigued by #Eurosky, especially the idea of shared moderation infrastructure. I will be following (and hopefully writing about!) this with a lot of interest.
Reposted by Cheng Soon Ong
The Mathematics of Artificial Intelligence: In this introductory and highly subjective survey, aimed at a general mathematical audience, I showcase some key theoretical concepts underlying recent advancements in machine learning. arxiv.org/abs/2501.10465
January 22, 2025 at 9:11 AM
The Mathematics of Artificial Intelligence: In this introductory and highly subjective survey, aimed at a general mathematical audience, I showcase some key theoretical concepts underlying recent advancements in machine learning. arxiv.org/abs/2501.10465
If you like our @deisenroth.bsky.social #mathematics for #machinelearning textbook, and want a hard copy, Cambridge is providing a 30% discount for #NeurIPS2025.
Of course you can buy other books, and also download the PDF from: mml-book.com
www.cambridge.org/us/universit...
Discount code: 107890
Of course you can buy other books, and also download the PDF from: mml-book.com
www.cambridge.org/us/universit...
Discount code: 107890
Mathematics for Machine Learning
Companion webpage to the book “Mathematics for Machine Learning”. Copyright 2020 by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong. Published by Cambridge University Press.
mml-book.com
November 26, 2025 at 1:14 AM
If you like our @deisenroth.bsky.social #mathematics for #machinelearning textbook, and want a hard copy, Cambridge is providing a 30% discount for #NeurIPS2025.
Of course you can buy other books, and also download the PDF from: mml-book.com
www.cambridge.org/us/universit...
Discount code: 107890
Of course you can buy other books, and also download the PDF from: mml-book.com
www.cambridge.org/us/universit...
Discount code: 107890
Reposted by Cheng Soon Ong
🚨 JUST PUBLISHED: CARBON BRIEF’S #COP30 SUMMARY 🚨
It's an EPIC 20,000 words of top-notch, plain-english reporting…
–Global mutirão
–Adaptation finance
–Fossil-fuel roadmap
–China
+Much more
Very proud of team CB for getting this out so fast
www.carbonbrief.org/...
It's an EPIC 20,000 words of top-notch, plain-english reporting…
–Global mutirão
–Adaptation finance
–Fossil-fuel roadmap
–China
+Much more
Very proud of team CB for getting this out so fast
www.carbonbrief.org/...
November 23, 2025 at 4:12 PM
🚨 JUST PUBLISHED: CARBON BRIEF’S #COP30 SUMMARY 🚨
It's an EPIC 20,000 words of top-notch, plain-english reporting…
–Global mutirão
–Adaptation finance
–Fossil-fuel roadmap
–China
+Much more
Very proud of team CB for getting this out so fast
www.carbonbrief.org/...
It's an EPIC 20,000 words of top-notch, plain-english reporting…
–Global mutirão
–Adaptation finance
–Fossil-fuel roadmap
–China
+Much more
Very proud of team CB for getting this out so fast
www.carbonbrief.org/...
Reposted by Cheng Soon Ong
Your 40-year-old gas furnace stops working on the coldest day of the year.
(Narrator: it always happens on the coldest day of the year.)
(Narrator: it always happens on the coldest day of the year.)
November 25, 2025 at 12:12 PM
Your 40-year-old gas furnace stops working on the coldest day of the year.
(Narrator: it always happens on the coldest day of the year.)
(Narrator: it always happens on the coldest day of the year.)
Reposted by Cheng Soon Ong
Je pense que vous allez le voir beaucoup passer aujourd'hui. Le dernier @xkcd.com est incroyable 😭
xkcd.com/3172/
xkcd.com/3172/
Fifteen Years
xkcd.com
November 25, 2025 at 7:48 AM
Je pense que vous allez le voir beaucoup passer aujourd'hui. Le dernier @xkcd.com est incroyable 😭
xkcd.com/3172/
xkcd.com/3172/
Reposted by Cheng Soon Ong
Let’s make it Trans Joy Tuesday again!
For the trans people out there, please share something happy going on with you to offset all the bad stuff.
Whether it’s big or small, trans related or not, please share your joy!
For the trans people out there, please share something happy going on with you to offset all the bad stuff.
Whether it’s big or small, trans related or not, please share your joy!
November 25, 2025 at 12:23 PM
Let’s make it Trans Joy Tuesday again!
For the trans people out there, please share something happy going on with you to offset all the bad stuff.
Whether it’s big or small, trans related or not, please share your joy!
For the trans people out there, please share something happy going on with you to offset all the bad stuff.
Whether it’s big or small, trans related or not, please share your joy!
Reposted by Cheng Soon Ong
Gender-affirming care saves lives
1. A landmark study was just published in The Journal of Pediatrics.
It found a 68% reduction in suicidality for trans youth getting HRT.
It also found only 7 of more than 400 stopped taking HRT... and of those that did, 4 still identified as gender-diverse.
Transgender care saves lives.
It found a 68% reduction in suicidality for trans youth getting HRT.
It also found only 7 of more than 400 stopped taking HRT... and of those that did, 4 still identified as gender-diverse.
Transgender care saves lives.
Study In The Journal Of Pediatrics Finds Trans Youth Care Lowers Suicidality, Few Detransition
The groundbreaking study found that suicidality dropped for transgender youth receiving hormone therapy by nearly 70%, with only 7 patients of 432 discontinuing treatment.
www.erininthemorning.com
November 25, 2025 at 11:49 AM
Gender-affirming care saves lives
Reposted by Cheng Soon Ong
I’m pleased to share the Second Key Update to the International AI Safety Report, which outlines how AI developers, researchers, and policymakers are approaching technical risk management for general-purpose AI systems.
(1/6)
(1/6)
November 25, 2025 at 12:06 PM
I’m pleased to share the Second Key Update to the International AI Safety Report, which outlines how AI developers, researchers, and policymakers are approaching technical risk management for general-purpose AI systems.
(1/6)
(1/6)
Reposted by Cheng Soon Ong
💥 New publication out on the alignment of AI & authoritarianism 💥
We argue that AI is not simply extending, but actively modulating, key dynamics of authoritarianism, and present a flexible analytical framework to account for these changes.
rgs-ibg.onlinelibrary.wiley.com/doi/10.1111/...
We argue that AI is not simply extending, but actively modulating, key dynamics of authoritarianism, and present a flexible analytical framework to account for these changes.
rgs-ibg.onlinelibrary.wiley.com/doi/10.1111/...
November 24, 2025 at 9:39 AM
💥 New publication out on the alignment of AI & authoritarianism 💥
We argue that AI is not simply extending, but actively modulating, key dynamics of authoritarianism, and present a flexible analytical framework to account for these changes.
rgs-ibg.onlinelibrary.wiley.com/doi/10.1111/...
We argue that AI is not simply extending, but actively modulating, key dynamics of authoritarianism, and present a flexible analytical framework to account for these changes.
rgs-ibg.onlinelibrary.wiley.com/doi/10.1111/...
Reposted by Cheng Soon Ong
Thought-provoking piece from @alankohler.bsky.social including quoting @rodneyabrooks.bsky.social. www.abc.net.au/news/2025-11...
November 23, 2025 at 11:06 PM
Thought-provoking piece from @alankohler.bsky.social including quoting @rodneyabrooks.bsky.social. www.abc.net.au/news/2025-11...
Reposted by Cheng Soon Ong
Being Interdisciplinary feels like practicing non-attachment. Different disciplines come in & out of focus in waves, each a whole world. Engaging with philosophy gives access to different ontologies than engaging in neuroscience or AI. This helps us evaluate each field from within & outside itself.
November 23, 2025 at 11:35 PM
Being Interdisciplinary feels like practicing non-attachment. Different disciplines come in & out of focus in waves, each a whole world. Engaging with philosophy gives access to different ontologies than engaging in neuroscience or AI. This helps us evaluate each field from within & outside itself.
Reposted by Cheng Soon Ong
This nicely written story with a great reveal in the middle is a good summary of the discussion about costs of publishing. There is no reason for articles to be expensive, other than profit to the publisher.
https://archive.blogs.harvard.edu/pamphlet/2012/03/06/an-efficient-journal/
https://archive.blogs.harvard.edu/pamphlet/2012/03/06/an-efficient-journal/
November 5, 2025 at 12:16 PM
This nicely written story with a great reveal in the middle is a good summary of the discussion about costs of publishing. There is no reason for articles to be expensive, other than profit to the publisher.
https://archive.blogs.harvard.edu/pamphlet/2012/03/06/an-efficient-journal/
https://archive.blogs.harvard.edu/pamphlet/2012/03/06/an-efficient-journal/
Reposted by Cheng Soon Ong
"My NHS colleagues & I weren’t willing to let the bodies pile high in their thousands. Boris no longer mentions them at all."
My piece on the responses to the UK Covid-UK Inquiry report that try to airbrush the dead away.
Sincere thanks, @theobserveruk.bsky.social.
observer.co.uk/news/nationa...
My piece on the responses to the UK Covid-UK Inquiry report that try to airbrush the dead away.
Sincere thanks, @theobserveruk.bsky.social.
observer.co.uk/news/nationa...
I’ll never forget the horror of the Covid wards | The Observer
observer.co.uk
November 23, 2025 at 9:18 AM
"My NHS colleagues & I weren’t willing to let the bodies pile high in their thousands. Boris no longer mentions them at all."
My piece on the responses to the UK Covid-UK Inquiry report that try to airbrush the dead away.
Sincere thanks, @theobserveruk.bsky.social.
observer.co.uk/news/nationa...
My piece on the responses to the UK Covid-UK Inquiry report that try to airbrush the dead away.
Sincere thanks, @theobserveruk.bsky.social.
observer.co.uk/news/nationa...
Reposted by Cheng Soon Ong
Reposted by Cheng Soon Ong
I interviewed 108 ML researchers. They had a lot to say about this!
Title: Lessons learned from machine learning researchers about the terms “artificial intelligence” and “machine learning.”
compstudiesjournal.com/wp-content/u...
Title: Lessons learned from machine learning researchers about the terms “artificial intelligence” and “machine learning.”
compstudiesjournal.com/wp-content/u...
November 22, 2025 at 9:58 PM
I interviewed 108 ML researchers. They had a lot to say about this!
Title: Lessons learned from machine learning researchers about the terms “artificial intelligence” and “machine learning.”
compstudiesjournal.com/wp-content/u...
Title: Lessons learned from machine learning researchers about the terms “artificial intelligence” and “machine learning.”
compstudiesjournal.com/wp-content/u...
Reposted by Cheng Soon Ong
My new international family- Honoured to be a recipient of the prestigious Eric and Wendy Schmidt awards for Excellence in Science Communications (@schmidtsciences).
This means so much to me as an early career scientist, thank you.
@ericschmidt @SciCommAwards
#scicomm
This means so much to me as an early career scientist, thank you.
@ericschmidt @SciCommAwards
#scicomm
November 23, 2025 at 5:43 AM
My new international family- Honoured to be a recipient of the prestigious Eric and Wendy Schmidt awards for Excellence in Science Communications (@schmidtsciences).
This means so much to me as an early career scientist, thank you.
@ericschmidt @SciCommAwards
#scicomm
This means so much to me as an early career scientist, thank you.
@ericschmidt @SciCommAwards
#scicomm
Reposted by Cheng Soon Ong
My paper "Examining the Interface Design of Tidyverse" is now published in ANZJS. This paper calls attention to the importance of UI/UX principles & approaches to statisiticians and #rstats developers.
Many thanks to reviewers who made this paper better!
🔗 onlinelibrary.wiley.com/share/author...
Many thanks to reviewers who made this paper better!
🔗 onlinelibrary.wiley.com/share/author...
November 23, 2025 at 9:58 AM
My paper "Examining the Interface Design of Tidyverse" is now published in ANZJS. This paper calls attention to the importance of UI/UX principles & approaches to statisiticians and #rstats developers.
Many thanks to reviewers who made this paper better!
🔗 onlinelibrary.wiley.com/share/author...
Many thanks to reviewers who made this paper better!
🔗 onlinelibrary.wiley.com/share/author...