Tamkinat Rauf
@tsrauf.bsky.social
Asst Prof of Sociology @ uwsoc.bsky.social | Interests: happiness; inequality; social psych; genomics; open science | www.tamkinatrauf.com
Interesting essay. I struggle to understand how we can jump from something advanced autocomplete to feeling emotions. But that is not far from how sociologists already think about the socialization in humans.
Opinion | A.I. Is on Its Way to Something Even More Remarkable Than Intelligence
www.nytimes.com
November 9, 2025 at 3:16 PM
Interesting essay. I struggle to understand how we can jump from something advanced autocomplete to feeling emotions. But that is not far from how sociologists already think about the socialization in humans.
Reposted by Tamkinat Rauf
Reposted by Tamkinat Rauf
“Multiverse analyses require thorough, theory-based model selection. Otherwise, they become a ‘dangerous tool’ that drowns valid models in misspecified ones, needlessly eroding trust in science.”
A plea for thoughtful models by @kauspurg.bsky.social
#MetaSci
A plea for thoughtful models by @kauspurg.bsky.social
#MetaSci
October 21, 2025 at 4:18 PM
“Multiverse analyses require thorough, theory-based model selection. Otherwise, they become a ‘dangerous tool’ that drowns valid models in misspecified ones, needlessly eroding trust in science.”
A plea for thoughtful models by @kauspurg.bsky.social
#MetaSci
A plea for thoughtful models by @kauspurg.bsky.social
#MetaSci
Happy to see Madison featured in NYT!
Although Madison is an objectively beautiful place, it is really the prosocial and friendly culture of this city that make it so special.
If you have more than 36 hours, visit the state parks nearby. WI camping (esp in autumn) is a surreal experience.
Although Madison is an objectively beautiful place, it is really the prosocial and friendly culture of this city that make it so special.
If you have more than 36 hours, visit the state parks nearby. WI camping (esp in autumn) is a surreal experience.
36 Hours in Madison, Wis.
Embrace this beer-and-cheese-loving Midwestern capital with farmers’ markets, cozy supper clubs and picturesque lakeside strolls.
www.nytimes.com
October 14, 2025 at 2:16 AM
Happy to see Madison featured in NYT!
Although Madison is an objectively beautiful place, it is really the prosocial and friendly culture of this city that make it so special.
If you have more than 36 hours, visit the state parks nearby. WI camping (esp in autumn) is a surreal experience.
Although Madison is an objectively beautiful place, it is really the prosocial and friendly culture of this city that make it so special.
If you have more than 36 hours, visit the state parks nearby. WI camping (esp in autumn) is a surreal experience.
Reposted by Tamkinat Rauf
At the blog, I wrote about two very interesting recent methods articles - Inference to the Best Explanation and External/Construct Validity.
Very thoughtful pushback against the ascendancy of the credibility revolution.
asocial.substack.com/p/inequality...
Hope you enjoy!
Very thoughtful pushback against the ascendancy of the credibility revolution.
asocial.substack.com/p/inequality...
Hope you enjoy!
Inequality Readers. Generally, My Best Guess
IBE, in y.
asocial.substack.com
October 13, 2025 at 10:37 AM
At the blog, I wrote about two very interesting recent methods articles - Inference to the Best Explanation and External/Construct Validity.
Very thoughtful pushback against the ascendancy of the credibility revolution.
asocial.substack.com/p/inequality...
Hope you enjoy!
Very thoughtful pushback against the ascendancy of the credibility revolution.
asocial.substack.com/p/inequality...
Hope you enjoy!
Reposted by Tamkinat Rauf
Findings are entirely selection
In honor of spooky month, share a 4 word horror story that only someone in your profession would understand:
Archives banned making copies.
Archives banned making copies.
In honor of spooky month, share a 4 word horror story that only someone in your profession would understand:
New library catalogue website.
New library catalogue website.
October 12, 2025 at 6:31 PM
Findings are entirely selection
Reposted by Tamkinat Rauf
A big flaw with this recent “AI increases research success” study. The study did NOT directly compare researchers who used vs didn’t use AI. What they found is people who used words like “significant” & “groundbreaking“ more had bigger success. Maybe they just had success bc results were better?
October 12, 2025 at 3:32 PM
A big flaw with this recent “AI increases research success” study. The study did NOT directly compare researchers who used vs didn’t use AI. What they found is people who used words like “significant” & “groundbreaking“ more had bigger success. Maybe they just had success bc results were better?
This is the list of words that is used to identify Chat-GPT use in this paper. Among this list are the words: "significant", "profound", "groundbreaking", and "revolution[ary?]".
October 11, 2025 at 4:31 PM
This is the list of words that is used to identify Chat-GPT use in this paper. Among this list are the words: "significant", "profound", "groundbreaking", and "revolution[ary?]".
Reposted by Tamkinat Rauf
In academia, the pinnacle of achievement is a pdf no one can access and I think that's beautiful
October 10, 2025 at 11:39 AM
In academia, the pinnacle of achievement is a pdf no one can access and I think that's beautiful
Reposted by Tamkinat Rauf
New jobs for computational social scientists at UNC and USC: unc.peopleadmin.com/postings/307... amd uscjobs.sc.edu/postings/194...
Assistant Professor
This Assistant Professor position will teach graduate and undergraduate courses, conduct research in the field of Sociology, participate in departmental service, and mentor graduate students.
unc.peopleadmin.com
October 7, 2025 at 10:32 PM
New jobs for computational social scientists at UNC and USC: unc.peopleadmin.com/postings/307... amd uscjobs.sc.edu/postings/194...
Reposted by Tamkinat Rauf
Why do some ideas spread widely, while others fail to catch on?
Our new review paper on the PSYCHOLOGY OF VIRALITY is now out in @cp-trendscognsci.bsky.social (it was led by @steverathje.bsky.social)
Read the full paper here: www.cell.com/trends/cogni...
Our new review paper on the PSYCHOLOGY OF VIRALITY is now out in @cp-trendscognsci.bsky.social (it was led by @steverathje.bsky.social)
Read the full paper here: www.cell.com/trends/cogni...
October 7, 2025 at 9:49 PM
Why do some ideas spread widely, while others fail to catch on?
Our new review paper on the PSYCHOLOGY OF VIRALITY is now out in @cp-trendscognsci.bsky.social (it was led by @steverathje.bsky.social)
Read the full paper here: www.cell.com/trends/cogni...
Our new review paper on the PSYCHOLOGY OF VIRALITY is now out in @cp-trendscognsci.bsky.social (it was led by @steverathje.bsky.social)
Read the full paper here: www.cell.com/trends/cogni...
Reposted by Tamkinat Rauf
Will Joy-Adjusted Life Years (JALYs) become widely adopted health-outcome measures? *
* I seem to recall @davidmcutler.bsky.social years ago making reference to jogging-adjusted life years, so the JALY acronym may already be claimed.
www.nytimes.com/2025/07/18/w...
* I seem to recall @davidmcutler.bsky.social years ago making reference to jogging-adjusted life years, so the JALY acronym may already be claimed.
www.nytimes.com/2025/07/18/w...
Is ‘Joyspan’ the Key to Aging Well?
www.nytimes.com
October 7, 2025 at 12:47 PM
Will Joy-Adjusted Life Years (JALYs) become widely adopted health-outcome measures? *
* I seem to recall @davidmcutler.bsky.social years ago making reference to jogging-adjusted life years, so the JALY acronym may already be claimed.
www.nytimes.com/2025/07/18/w...
* I seem to recall @davidmcutler.bsky.social years ago making reference to jogging-adjusted life years, so the JALY acronym may already be claimed.
www.nytimes.com/2025/07/18/w...
Reposted by Tamkinat Rauf
Cultivate a couple of hobbies. Ideally, things that have nothing to do with your day job and that bring you joy, even if you're not great at them.
Those who are 35+, what advice do you have for people just entering their 30s?
October 6, 2025 at 4:45 PM
Cultivate a couple of hobbies. Ideally, things that have nothing to do with your day job and that bring you joy, even if you're not great at them.
Reposted by Tamkinat Rauf
How prediction error drives memory updating: role of locus coeruleus–hippocampal interactions: Trends in Neurosciences www.cell.com/trends/neuro...
How prediction error drives memory updating: role of locus coeruleus–hippocampal interactions
The brain constantly generates predictions based on one’s knowledge of the world,
as captured in memory. When these predictions are in error, our knowledge base must
be revised to remain relevant. Her...
www.cell.com
October 4, 2025 at 3:17 PM
How prediction error drives memory updating: role of locus coeruleus–hippocampal interactions: Trends in Neurosciences www.cell.com/trends/neuro...
Reading Daniel Yon's A Trick of the Mind. It's making me think of meta-cognitions about academic publishing as a predictor of publishing success. This maybe useful advice for graduate students. A 🧵
A Trick Of The Mind
How does your brain decide what it’s seeing, from the physical world to other people? For decades, scientists have tried to understand how our brains work, not realising that the answer lies much clos...
www.penguin.co.uk
October 4, 2025 at 4:31 PM
Reading Daniel Yon's A Trick of the Mind. It's making me think of meta-cognitions about academic publishing as a predictor of publishing success. This maybe useful advice for graduate students. A 🧵
Reposted by Tamkinat Rauf
This is the research I didn't know I needed, and it confirms every one of my priors.
October 3, 2025 at 7:03 PM
This is the research I didn't know I needed, and it confirms every one of my priors.
Reposted by Tamkinat Rauf
I totally get the reasoning behind the American Sociological Association raising section dues (by a lot!), but have to feel that doing it at this time of financial crisis for unis & profound uncertainty for early-career academics—& in a context where much is online—will hasten the org’s death spiral
October 3, 2025 at 5:52 PM
I totally get the reasoning behind the American Sociological Association raising section dues (by a lot!), but have to feel that doing it at this time of financial crisis for unis & profound uncertainty for early-career academics—& in a context where much is online—will hasten the org’s death spiral
Reposted by Tamkinat Rauf
Zombie statistics - misleading or low-quality facts that perpetuate through citation chains - are not new.
What is new is widespread use of LLMs that, by design, reify zombie facts. They'll also incorrectly invert probabilities to answer a query.
GI, GO^2.
I still don't know rates of PFB.
/fin
What is new is widespread use of LLMs that, by design, reify zombie facts. They'll also incorrectly invert probabilities to answer a query.
GI, GO^2.
I still don't know rates of PFB.
/fin
October 2, 2025 at 3:08 PM
Zombie statistics - misleading or low-quality facts that perpetuate through citation chains - are not new.
What is new is widespread use of LLMs that, by design, reify zombie facts. They'll also incorrectly invert probabilities to answer a query.
GI, GO^2.
I still don't know rates of PFB.
/fin
What is new is widespread use of LLMs that, by design, reify zombie facts. They'll also incorrectly invert probabilities to answer a query.
GI, GO^2.
I still don't know rates of PFB.
/fin
Received wisdom is that income matters most for psychological wellbeing at low income levels. Here, an additional $4k/yr (~18% income increase) among low-income mothers had null effects on depression and increased anxiety.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
October 1, 2025 at 10:51 PM
Received wisdom is that income matters most for psychological wellbeing at low income levels. Here, an additional $4k/yr (~18% income increase) among low-income mothers had null effects on depression and increased anxiety.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Reposted by Tamkinat Rauf
September 30, 2025 at 9:39 PM
Reposted by Tamkinat Rauf
I'm totally on board with that finding, and the reason for previous incorrect findings:
link.springer.com/article/10.1...
link.springer.com/article/10.1...
To Evaluate the Age–Happiness Relationship, Look Beyond Statistical Significance - Journal of Happiness Studies
The persistent contentiousness of research on the age–happiness relationship is puzzling; it should be possible to gain clarity and consensus about how to address the question effectively. In this paper I show that a key reason for the lack of clarity consists of overreliance on statistical significance as a means of evaluating empirical results. The statistical significance of a quadratic specification (age plus age-squared) is often taken as evidence in support of a ‘u-shaped’ relationship between age and happiness. But statistical significance on its own cannot tell us whether the age–happiness relationship is ‘u-shaped’ (nor indeed whether it takes any other shape). On the contrary, statistical significance can mislead us about it: a set of quadratic age coefficients can be ‘significant’ even when the relationship is obviously characterised by a different shape. When we have clarity on how to construct the analysis so that we can ‘see’ the underlying patterns in the data, it becomes obvious that the age–happiness relationship in European countries commonly shows other patterns; a u-shape is evident only in a minority of countries.
link.springer.com
September 29, 2025 at 4:01 PM
I'm totally on board with that finding, and the reason for previous incorrect findings:
link.springer.com/article/10.1...
link.springer.com/article/10.1...
Life satisfaction mostly declines with age. Previous findings (esp. the famous U-shaped age-SWB trajectory) were artifacts of misspecified models. doi.org/10.1093/esr/...
September 29, 2025 at 12:14 PM
Life satisfaction mostly declines with age. Previous findings (esp. the famous U-shaped age-SWB trajectory) were artifacts of misspecified models. doi.org/10.1093/esr/...
Finally reading thecon.ai by Emily Bender and @alexhanna.bsky.social. It’s by far one of the most careful, broad, and well-researched perspectives on LLMs/"synthetic media machines" out there. Everyone needs to read this book.
THE AI CON
How to Fight Big Tech's Hype and Create the Future We Want
thecon.ai
September 28, 2025 at 7:12 PM
Finally reading thecon.ai by Emily Bender and @alexhanna.bsky.social. It’s by far one of the most careful, broad, and well-researched perspectives on LLMs/"synthetic media machines" out there. Everyone needs to read this book.
Reposted by Tamkinat Rauf
Reposted by Tamkinat Rauf
Randomized controlled trials are a key tool to study cause and effect. Why do they matter and how do they work?
September 24, 2025 at 2:15 PM
Randomized controlled trials are a key tool to study cause and effect. Why do they matter and how do they work?