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Brahma Kumaris

https://en.wikipedia.org/wiki/Brahma_Kumaris
1•thunderbong•1m ago•0 comments

Cyberattack on vehicle breathalyzer company leaves drivers stranded in the US

https://techcrunch.com/2026/03/20/cyberattack-on-vehicle-breathalyzer-company-leaves-drivers-stra...
1•speckx•1m ago•0 comments

America tells private firms to "hack back"

https://www.economist.com/united-states/2026/03/22/america-tells-private-firms-to-hack-back
1•andsoitis•2m ago•0 comments

Medieval manuscripts you can look at online

https://weirdmedievalguys.substack.com/p/25-medieval-manuscripts-you-can-look
1•speckx•4m ago•0 comments

You Are the Bottleneck Now

https://uphack.io/blog/post/you-are-the-bottleneck-now/
1•mariushh•4m ago•0 comments

Show HN: Apophis flagged as close approacher 24 years early, 45-day arc

https://zenodo.org/records/19171384
1•mojoatomic•4m ago•0 comments

I built a tool that asks developers questions about their own PRs

1•jbethune•4m ago•0 comments

The Myspace Dilemma Facing ChatGPT

https://www.theatlantic.com/ideas/2026/03/openai-economy-competition-anthropic/686420/
1•thm•5m ago•0 comments

Mining the Deep Ocean

https://knowablemagazine.org/content/article/physical-world/2026/deep-sea-mining-debate-critical-...
1•RickJWagner•5m ago•0 comments

Zellij 0.44.0: Remote Sessions, Windows Support, CLI Automation

https://zellij.dev/news/remote-sessions-windows-cli/
2•peterhajas•7m ago•0 comments

2nd Cavalry Scouts with Drones, Not Soldiers

https://dronexl.co/2026/03/22/2nd-cavalry-scouts-drones-soldiers/
1•HardwareLust•8m ago•0 comments

OnlyFans owner Leonid Radvinsky dies at 43

https://www.ft.com/content/3451dc9c-dc09-435e-b32e-8e6feed87ab3
3•lode•8m ago•1 comments

An end to hay fever? The new wave of effective cures for seasonal allergies

https://www.bbc.com/future/article/20260313-hay-fever-the-new-wave-of-effective-cures-for-seasona...
1•breve•9m ago•0 comments

Oracle Databases now have declarative SQL assertions

https://blogs.oracle.com/sql/how-to-define-cross-table-constraints-with-assertions-in-oracle-ai-d...
1•tanelpoder•10m ago•0 comments

Show HN: Lockpaw One hotkey to cover your Mac screen without putting it to sleep

https://github.com/sorkila/lockpaw
1•eriknielsen•10m ago•0 comments

Initial tests find lead in children's fast-fashion clothing

https://www.acs.org/pressroom/presspacs/2026/march/initial-tests-find-lead-in-childrens-fast-fash...
1•giuliomagnifico•11m ago•0 comments

Leonid Radvinsky Has Died

https://www.bloomberg.com/news/articles/2026-03-23/leonid-radvinsky-who-changed-porn-with-onlyfan...
2•ivanmontillam•11m ago•0 comments

'Space archaeology' reveals first dynamic history of a giant spiral galaxy

https://phys.org/news/2026-03-space-archaeology-reveals-dynamic-history.html
1•Brajeshwar•12m ago•0 comments

AI displacement is an identity crisis, not an economic one

https://pilgrima.ge/p/the-involuntary-pilgrim
1•momentmaker•12m ago•0 comments

Zellij 0.44.0 with native Windows support

https://github.com/zellij-org/zellij/releases/tag/v0.44.0
2•NSPG911•12m ago•0 comments

Show HN: ReportBurster – Self-Hosted Business Intelligence

https://github.com/flowkraft/reportburster
1•distributev•13m ago•0 comments

What ChatGPT does to your brain (YouTube)

https://www.youtube.com/watch?v=7pqF90rstZQ
1•todd8•14m ago•0 comments

Show HN: Agents can review other agents to build trust

https://agentreview.io/agents/github-copilot/
1•gauravsc•14m ago•0 comments

Show HN: Pahadify – A zero-back end, client-side image toolkit

https://thepahadify.com/
1•MyselfNikhil•14m ago•0 comments

The Year of the Software Factory

https://sociotechnica.org/notebook/software-factory/
1•jessmartin•14m ago•0 comments

A real-time btc-market-data-oracle for Trading Agents/bots

https://github.com/Mike-io-hash/btc-market-data-oracle/tree/main/clients/node
1•Mike-io•14m ago•1 comments

Maintain your E2E test suite with Claude

https://twitter.com/endorhq/status/2033569460091498613
1•angelmm•15m ago•0 comments

Human Musicians Are Doomed

https://klementoninvesting.substack.com/p/human-musicians-are-doomed
1•RickJWagner•15m ago•1 comments

CLI that grades website content quality – Stripe.com got an F

https://github.com/samuelrkestenbaum-dot/gravito-eval
1•samkest419•16m ago•0 comments

Once again, Polymarket shows its value as a prediction tool

https://bsky.app/profile/kleinman.bsky.social/post/3mhpvfctsac24
2•doener•16m ago•0 comments
Open in hackernews

Attractive students no longer receive better results as classes moved online

https://www.sciencedirect.com/science/article/pii/S016517652200283X
92•jdthedisciple•1h ago

Comments

Mistletoe•1h ago
I wonder why the beauty premium remained for males after the switch to online but not in females?
jdthedisciple•1h ago
Perhaps some other (hidden) premium that only shows in males, like a confidence premium?
CodeyWhizzBang•1h ago
The article says:

Why is beauty a productivity-enhancing attribute for males in non-quantitative subjects? Generally, it is difficult to disentangle the reasons behind why beauty improves productivity (Hamermesh and Parker, 2005). However, relative to other students, attractive men are more successful in peer influence, and are more persistent, a personality trait positively linked to academic outcomes (Dion and Stein, 1978, Alan et al., 2019). In addition, attractive individuals are more socially skilled, have more open social networks, and are more popular vis-à-vis physically unattractive peers (Feingold, 1992). Importantly, possession of these traits is significantly linked to creativity (Soda et al., 2021). In our setting, the tasks faced by students in non-quantitative subjects, for instance in marketing and supply chain management, are likely to be seen as more ”creative”, and significantly contrast the more traditional book-reading and problem-solving in mathematics and physics courses, the latter presumably perceived as more monotonous. Together with the large use of group assignments in non-quantitative courses, these theoretical results imply that socially skilled individuals are likely to have a comparative advantage in non-quantitative subjects.

cubefox•51m ago
"possession of these traits is significantly linked to creativity (Soda et al., 2021)" - This might be a hint that male attractiveness is correlated with IQ. Explicitly mentioning associations with IQ is taboo in academia.
atwrk•43m ago
And have you tried to find out why IQ associations are "taboo" in academia?
fn-mote•40m ago
That's an interesting take given that the previous sentence specifically lists "these traits" and none of them sounds like "IQ":

> attractive individuals are more socially skilled, have more open social networks

I'd say you need different evidence if you want to grind that axe.

nathan_compton•39m ago
https://pubmed.ncbi.nlm.nih.gov/?term=IQ

Yes, crickets.

dude250711•36m ago
I guess even attractive males have to work hard.

One gender still has to approach, the other gender still waits to be approached.

tokai•23m ago
Because its a small study with a biased population.
threethirtytwo•23m ago
It's easy. For women the core of their power anthropologically lies with beauty. They are judged by it and the core of their power stems from it. That is why there is a beauty industry that centers around women and none for men. That is why women "care" about beauty much more than men. They know that beauty = power.

Women rely on beauty for success much more than men. It is not just in terms of "grades". Even in engineering jobs you can see it, a beautiful woman can get armies of male engineers to "help" her. I literally saw one female engineer get 2 male engineers to spend 3 weeks on a project for her just by virtue of the fact she's a woman.

And she's not even aware of this. Like she thinks people are just "nice". But men are not conditioned to ask other men for this kind of help and we can't expect 2 idiots to spend weeks on a "favor" for someone else.

We live in a world that tries to deny this reality with "gender equality" but these cultural ideas fly in the face of millions of years of biological evolution.

Now that being said. We very much expect that the grades of women should go down when not in person to a degree MUCH MUCH more than men. That is completely is expected. The question now is, why was there even a correlation of better grades and beauty among men in the first place? Why did that correlation exist when men do not rely on beauty? That is the anomaly here.

I think part of the answer is clear. Beautiful men do not rely on beauty for success. They never did hence why when you removed it as a factor the success rate did not change. What's going on I suspect is even more controversial: Beauty correlates with intelligence. This is not an insane notion. We already know that height correlates with intelligence, but it is likely beauty does too.

Edit: I looked it up, https://www.sciencedirect.com/science/article/abs/pii/S01602...

And it looks like my guess was true. This is indeed what's going on.

mschuster91•13m ago
> That is why there is a beauty industry that centers around women and none for men.

Oh us men also have a beauty industry - or, I should rather say, an attractiveness industry. We just get sold different, and arguably far more pricier, things... luxury watches and cars, tailor-made suits and shoes, grooming, gym memberships.

And similar to how women got anorexia through unhealthy beauty standards for decades, that comes back to bite us men this time with "looksmaxxers" [1]...

> Clavicular attributes his looks to, among other things, taking testosterone from the age of 14 and smashing his jawbone with a hammer to supposedly reshape his lower face - neither of which is recommended by health professionals.

[1] https://www.bbc.com/news/articles/cx28z4zypkno

aurareturn•57m ago
One thing I like about China's education system is the Gaokao entrance exams for universities. It doesn't matter if you're rich, poor, ugly, or beautiful. All it matters is how you score. It's as meritocratic as education can be.
StefanBatory•54m ago
And a side note from me as a Pole - online I see many Americans speaking about how cruel Gaokao is, but... It's America that's outlier. I had the same style of exam in Poland to get to uni, and it's the same in the entire EU, and rest of the world. So I have no idea why Gaokao is singled out.
christophilus•51m ago
We have the SAT and ACT, and those are objective. The wealthy still pass disproportionately due to better tutoring specifically oriented to those tests. It’s Goodhart’s law.
StefanBatory•46m ago
That's fair, but... What's the alternative? Obviously someone's going to have better academic performance if you have tutors, there's no way around. Still, if you have good academic performance - you have it.

American system feels more unfair when you're given points for extracurriculars like playing instruments or sports, like that's not going to hold poorer children even more (also how's that related to academic performance at all? Unis should not care about unrelated things)

keiferski•42m ago
Universities in the US and other countries are not the same, and comparing them is not really fruitful.

US universities do care about extracurriculars and GPA and other things because they aren’t optimizing for raw academic performance, they’re optimizing for various other things like an interesting student body (that attracts donors, professors, and future students), real-world networks, and so on.

Ekaros•41m ago
Pure lottery for all slots? Seems that it would be fairest possible alternative. Anything else being less fair.
alistairSH•40m ago
The university will argue that a well-rounded student body improves the experience for everybody. IE, a college that's 100% "nerds" won't be as good as college that's 80% "nerds", 10% "smart jocks", and 10% "band geeks" (or whatever other categories you want).

I probably agree with that, but also acknowledge there's no good way to make that completely objective.

mgfist•20m ago
> I probably agree with that, but also acknowledge there's no good way to make that completely objective.

Even worse, rich kids have far more means to engage in extracurriculars than poor kids.

bonoboTP•11m ago
In Europe, university is treated as education for adults, not your entire life. Most universities are not campus resorts like in the US, but just buildings in the city itself, students live a normal life in the city, they rent a apartment or live in a dorm, take public transit to get to places, do sport at a sport place independent of the university, etc. You can live a well rounded life that way. The university is there so you learn your specialization. Of course people make friends there, but it doesn't have to be your entire life, and the university administrators job is not to meddle with people's social lives to make them "interesting", but to allow learning.
poulpy123•38m ago
Good schools for everyone
nyeah•29m ago
One important thing is whether the tutoring is making better students, or just gaming the test.
CalRobert•20m ago
And after graduation they can grind leetcode, and after that they can practice social cues to get in the management class. It's gamed tests all the way down.
nyeah•13m ago
For people who choose that career path. Still, somewhere somebody is doing some work.
groundzeros2015•4m ago
Wouldnt wealthy people on average be better educated and potentially more intelligent than the poorest group?

I would expect wealthy to always be well represented in test results because they are better at the skills being tested.

coliveira•50m ago
Because they want to say that China is bad. When, as you say, US is the outlier in inventing strange ways to admit kids to college. I'm from Brazil and the entrance is exam is similar to China, there is a single exam and the note is used to determine which college you can go.
keiferski•48m ago
I don’t really find it strange, if anything a slavish obsession to test scores strikes me as strange. School is just an artificial institution like any other, it’s not as if getting good grades is equivalent real-world success or “true” intelligence.

The US also has the best universities in the world, by and large, (even if the regular education system is lacking), so I am pretty skeptical of the idea that raw test scores as the sole criterion would lead to better outcomes.

heraldgeezer•35m ago
China IS bad though.

Why glaze China so much when you can be impressed by the west instead.

All these zoomers grow up on a China propaganda app.

mystraline•47m ago
Its basically anything that sticks by saying "China Bad, USA Good".
alistairSH•43m ago
The US has plenty of exams, starting in early primary school. All states have Standards of Learning (SOL) exams every few years on the main subjects. Then, starting in high school, you have a combination of Advanced Placement (AP) subject exams (college level, often granting college credit) or International Baccalaureate (IB) exams, Scholastic Aptitude (SAT) or American College Test (ACT), SAT2 subject exams, and probably a few I've forgotten.

The SAT or ACT are technically the only ones "required" for college, but most of the elite schools expect AP or IB (which tends to give the students a year or two of calculus, a fourth year of foreign language, and some deeper dives into other sciences or social studies).

But, because it's split across so many tests, there's no single "score poorly and your life is ruined" exam.

nyeah•31m ago
IB may become important for US college admissions over time, but that's more aspirational so far.
alistairSH•23m ago
True, I only listed it because, at least where I live, high schools often do one program or the other. If it's an IB school, you end up taking the APs on your own (ie, there isn't a class focused on that content, though the IB curriculum should, in theory, end up covering the same stuff, at least for the major subjects).
poulpy123•38m ago
I don't know how this exam is in China and Poland, but from what I've seen about the south Korean one it is much harsher on the students than the french one, even in my time
pezezin•29m ago
I am currently living in Japan, and it seems that they follow the American style exams. I don't know if it is a result of the post-war occupation, or it was already like that before WW2.

Back home in Spain we follow the same style of a single national-level exam that you mentioned though.

tokai•26m ago
>and it's the same in the entire EU

That's not true.

keiferski•54m ago
Don’t wealthier families hire tutors to prepare their children?

That’s what happens in the US with the SAT/ACT.

I think you’d need free, universal SAT tutoring available to everyone in order to be more meritocratic.

chii•48m ago
merit doesn't mean equal wealth spending to obtain a result. And it's not black and white.

Someone rich spending a lot of money to obtain tutoring doesn't necessarily make their score higher, and there's also diminishing returns. Someone poor who do not afford private tutoring can also receive good score due to their natural talent and/or hard work in self-teaching/practicing.

> universal SAT tutoring available to everyone in order to be more meritocratic.

and that is now called school isnt it? Everybody gets at least some minimal standard of schooling.

The fact is, meritocratic is meant to describe the opposite of nepotistic (or sometimes hereditary/aristocratic). Under a nepotistic system, no matter what you do, you cannot succeed without becoming the in-group somehow.

Avicebron•40m ago
> Someone rich spending a lot of money to obtain tutoring doesn't necessarily make their score higher, and there's also diminishing returns. Someone poor who do not afford private tutoring can also receive good score due to their natural talent and/or hard work in self-teaching/practicing.

If these are outliers it isn't really meritocratic. If there 100 desired spots that are allocated by the exam, and 1000 students, and wealth (tutors/extra time etc) moves the needle enough to make a meaningful difference, it's basically nepotistic just the in-group is who's parents can afford it. Depending on where you are this can compound each generation.

genthree•13m ago
That it tends to become a caste system with extra steps (which steps provide a defense of the system as “fair”) is one of the chief criticisms of meritocracy (and criticism of the idea is where we got the term itself)
close04•9m ago
> If these are outliers it isn't really meritocratic.

Merit is about demonstrated ability, not how much effort, time, or money was put into getting the ability.

As long as you convert money into ability and ability into results, that's merit. Nepotism is when you convert money directly into results, buying a score.

TheOtherHobbes•13m ago
Someone rich spending a lot of money to obtain tutoring will make their score higher if they have any kind of aptitude. Likewise if they have easy access to books, extra study resources, a quiet space for study, no family distractions or challenges, and so on.

Poor people typically have none of those extra resources. Some poor people with extreme talent will be able to overcome the challenges of relative poverty, but others with equal talent won't.

It's extremely hard to create a true meritocratic system, and Gaokao certainly isn't it.

jostmey•42m ago
It could still be more fair than no standardized testing
prasadjoglekar•34m ago
Take it to it's logical conclusion. Free universal choice of schools rather than being tethered to your home address.
picture•31m ago
China has made for-profit extracurricular tutoring illegal since 2021. [1] Of course there can be under the table operations and discussion to be had about regionally biased gaokao difficulty, but I think it's worth recognizing gaokao being a real chance for upward class mobility, hence why it is so competitive.

[1] https://en.wikipedia.org/wiki/Double_Reduction_Policy

ModernMech•25m ago
Oh so that explains it!

Starting in 2020 when I was a new professor, I was contacted by a company that works with Chinese families to tutor their students directly. I would be paid $400 an hour to teach them online remotely.

Originally I thought it was because of COVID lockdowns and that may be part of it.

But the opportunities have continued since then. I stopped doing it as my career has become more involved but I still get solicitations from time to time, so it must be because of what you say.

CalRobert•22m ago
At the very least, it's complicated. I went to an appallingly bad, fundamentalist religious high school (not my choice) that didn't offer extracurriculars, honors classes (never mind AP!) etc. and if I hadn't been able to do exceedingly well on standardized tests I could not have gotten in to the colleges I did. My parents did not pay for any test prep. I did learn and practice on my own though, which is how I know that evolution does not, in fact, teach that you can grow wings if you want them badly enough.
mgfist•21m ago
Well nothing is truly meritocratic - even with free tutoring, kids will still have different genetics, different home environments, different upbringings etc..

Colleges in the US that removed standardized testing from their applications, in the pursuit of trying to be more meritocratic, found that fewer students from underrepresented backgrounds got in, not more. In hindsight (and to some in foresight) this makes sense because now schools leaned more heavily on grades and extracurriculars, both of which can be gamed by wealthy families far more easily than a standardized test.

Ekaros•15m ago
To me grades sound like easiest thing to tutor for. Especially if homework is involved. Even basic editing and feedback before submissions could make absolutely massive difference.
tyjen•3m ago
Khan Academy was free and used to obtain 99th percentile SAT scores. Academic resources for success are abundantly available, but they require discipline, time, and effort.
steve1977•50m ago
I don't know this specific exam, but most of these can be gamed in the sense of learning to the test. So depending on what training resources someone has available (e.g. rich parents who can afford tutors), I'd consider them only partially meritocratic.
arjie•41m ago
China also bans test tutoring as a commercial service. Without a doubt people will still be able to find tutors if they're sufficiently capable, but the scale of this problem should be vastly altered by that action.
xyzzyz•39m ago
If this is the case, then why doesn’t everyone get the top a score? The answer is, of course, that it’s not so simple, and you can’t just learn to the test.

That’s just like with sports: anyone can learn how to train himself, and anyone can improve with training, but in the end, some people will end up faster, and some people will end up slower.

steve1977•33m ago
My point was exactly that the chances are NOT the same for everyone. A kid from an affluent family might have both better tutoring as well as fewer troubles in life that could deter from learning.

But of course, in addition to that, there is always also a genetic component, as in sports.

pxc•16m ago
The question is what you're measuring. You can have a test that gives you whatever distribution of scores you like. But is the thing it measures competency in the subjects it tests, general intellectual ability, familiarity with the test format, etc.? The worst negative outcome is usually subordination of learning itself to preparing for the exam, which can happen even when the gatekeeping function of an exam still works perfectly.
everdrive•47m ago
>is the Gaokao entrance exams for universities.

The road to hell is built on good intentions.

heraldgeezer•36m ago
Another day, another leftie glazing China on HN again :)

This site is turning into Reddit

aurareturn•27m ago
Balances out the mass media. Drink propaganda from both sides. Healthier for you.
crocodile10203•17m ago
Don't american right wingers like the SATs too?

Your country has very black-and-white politics. Anything <entity I don't like> does / says is bad.

dsm4ck•35m ago
Oh honey
linhns•31m ago
Having worked in with Chinese people, they always say it's meaningless.
Avicebron•16m ago
How many folks from China have you met that haven't passed/been to university?
rishabhaiover•30m ago
I strongly disagree. I've gone through a similar education system and it's soul crushing to not perform well in those singular events that define your career and identity.
pxc•21m ago
Chinese education is also extremely constrained by the practice of "teaching to the test" to the point that the Gaokao indirectly stands in the way of innovation and reform in education. Schools doing interesting things to improve the quality of education are historically not very competitive on the Gaokao anyway (e.g., some unusual rural schools where students historically have bad prospects anyway and parents are overburdened or indifferent) or explicitly trying to carve something out outside the college track (e.g., private tech/entrepreneurship schools created by big tech companies).

There may be some good things about the Gaokao but having spoken to some (Chinese) teachers in China, it's also a limiting factor for education prior to university in a lot of ways, limiting the freedom of teachers and driving up risk aversion in parents.

(It's also effectively graded on a regional curve, which might be a good thing but isn't meritocratic in the straightforward way you suggest.)

raincole•16m ago
Taiwan and Korea have even "fairer" systems. In China different provinces got different test problems. Especially students from Beijing, Shanghai and Tianjin get completely different ones. In Taiwan/Korea everyone takes the exact same test.

However I've never met anyone from these countries who have a high opinion of their systems. I'm from Taiwan and I do think standardized exams cause massive 'overfitting' issue (borrowed from machine learning). The exam is not as brutal as Korean one though.

YMMV.

h2zizzle•5m ago
The problem is the high stress generated by the one-shot approach. There has to be a balance between the objectivity of a single test and practical concerns (like choking because you were sick or got bad sleep the night before).

Ultimately, the only "fair" outcome is an abundance of opportunity. The vast majority of people are worth something to their community and society. And even then, as long as there's enough food and shelter to go around, no one should have to justify their mere existence.

crims0n•55m ago
> When education is in-person, attractive students receive higher grades in non-quantitative subjects, in which teachers tend to interact more with students compared to quantitative courses.

I wonder how much of this is less about attraction and more about social skills. Granted, higher attraction affords more opportunity to develop those skills, but I have met plenty of charming people who were not conventionally attractive.

Foobar8568•36m ago
Who is your parents play a larger role than attractiveness.
shevy-java•35m ago
Good point. Good looking people may have different social skills. Some may have horrible social skills; others may be great. That whole focus on looks is very strange.
dist-epoch•22m ago
Or maybe it's harder to justify a higher grade on objective tasks like math/physics/...
crocodile10203•20m ago
It's very sad people on this site still fall for this rhetoric.

Attractive people have advantage even without the social skills. We have all observed it. Don't cope.

h2zizzle•13m ago
In many instances, attractiveness is tantamount to having social skills. It's not even a matter of developing a more sophisticated skillset; attractive people (and all the people who are subject to affinity bias) are just given the benefit-of-the-doubt more, and more consistently. This is where advice like, "Be yourself," and, "Don't fear rejection," and the idea that, "the only thing stopping someone from connection is their willingness to dare to try," come from: people whose attractiveness has preempted the requirement to really change or consider how they approach interactions.
retsibsi•11m ago
> Granted, higher attraction affords more opportunity to develop those skills

I think this is largely a distraction from the direct effect. For any level of social skill, good-looking people at that level are perceived much more positively than others at the same level.

The question of the causal effect between physical attractiveness and social skill is interesting, though. There are plausible stories both ways, imo: your version, and the contrary one saying that pretty people coast on their looks and the rest of us have to try harder to be interesting or appealing in other ways.

(It's also hard to fully separate the skills from the looks, because behaviours that work for a good-looking person might backfire terribly for someone at the other end of the scale. Do we say those two people are equally socially skilled, or the pretty person is more skilled because they chose a strategy that works in their context and the other person didn't?)

lapcat•54m ago
I wouldn't place much stock in small studies like this. https://en.wikipedia.org/wiki/Replication_crisis
isaacfrond•52m ago
I wouldn't either. The difference for female and males reeks of the law of small numbers.
lapcat•12m ago
It's comment catnip for HN though.
mikert89•52m ago
People underestimate how specific the genetic pools are that relate to high intelligence
eager_learner•45m ago
meaning what exactly ?
PeterStuer•41m ago
An alternative story could be that the women’s presented appearance online may have changed more than men’s and that real appearance changes could weaken the correlation between the paper’s stored photo-based beauty score and what instructors actually saw live. Maybe woman changed grooming effort more than men, or the effects of fashion trends that explicitly drove the woman towards less attractive styles etc.

if that mismatch increased more for women than men, the estimated “beauty premium” for women could fall even without any change in teachers’ discriminatory behavior. The paper just assumes the attractiveness stayed constant during the period, but seems to have had no data to verify this.

jdthedisciple•28m ago
very important observation indeed, if that wasn't accounted for it means much less to me
shevy-java•36m ago
Can confirm!

In the past they would stare in pure awe at my guaranteed impeccable looks.

Now they ask me damned question to calculate the speed of fluids in different pipes through the Bernoulli's principle. And ChatGPT only helps so much here ...

Also, I think there must be a pretty big difference between female and male, because even if a male student is attract, if I am a male teacher and interested in females, would I wish to prioritize on looks, if the underlying grading is instead done on e. g. testing knowledge and skills? Why would looks even factor in here? Such a system would be flawed from the get go.

kxrm•21m ago
My first job during and out of college back in 2003, we were entirely remote. We hired exclusively over the phone which resulted in a mix of people that were completely diverse in their backgrounds and at the same time truly qualified to do the work.

The company went on to grow quite successfully until it was acquired 6 years later. I feel that zoom and video conferencing allows some of that "appearance" factor back in. Based on my experience though, if I had my way, job interviews would be exclusively audio only.

speedgoose•16m ago
Audio interviews are currently broken. People can use AI and many will do. Not necessarily for speech generation but to know what to say.

For research studies, we slowly revert to on premise physical interviews at work. If we want the ChatGPT answers, we don’t need another human in the loop.

SkyeCA•18m ago
Attraction matters and it matters a lot. This isn't news, a lot of people just don't like to acknowledge it.
TrackerFF•18m ago
People that have used to be fat, and then lost a lot of weight, will know how brutally different people will treat you. Whereas you'd practically be a ghost before weight loss, random people will suddenly look you in your eyes, smile, even start conversations with you.

Some will of course argue that you losing weight will also make you more confident, and thus you become more approachable. I think there's a lot of bias against fat people, against "unattractive" people, etc.

This also shows in the classroom, work, etc.

Of course, actually being conventionally attractive will come with its own perks. People will go out of their way to help you, and to support you. Over time this could very well boost your ego to also become more confident and decisive.

anon84873628•7m ago
Or as 30 Rock put it, attractive people live in the "bubble".

https://en.wikipedia.org/wiki/The_Bubble_(30_Rock)

Revanche1367•5m ago
I feel this as a guy trying to lose weight very seriously this year. On one hand, I can lose weight but I will forever be short unless a miracle occurs lol. I’ve made my peace with being unattractive for the most part, the attempt to lose weight is primarily for health reasons.
elevatortrim•4m ago
I think being conventionally attractive gives you a lot more chance practice socialising and my observation is that, people who use that chance get so good at it, they remain very good at relationships even at old age.
bjourne•13m ago
I remember this study! It caused huge controversy in Sweden.

The phd student who conducted it trawled through students' Facebook pages and took their profile photos (without consent). Then he had a jury of 74 teenagers rate the photos on a scale from 1 to 10. Then he tried to correlate beauty with grades for distance or in-class education. De-anonymizing the data was trivial so everyone could pretty much see how the jury had rated each profile photo. And research data is public.

It was a seriously weak study with questionable methodology and a too low effect-size to draw any conclusions anyway. So no reason to get alarmed if you are ugly. :)

creantum•6m ago
Once it’s all AI learning we’ll be set.