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Chatbots overemphasize sociodemographic stereotypes, researchers report | Penn State University Artificial intelligence-powered chatbots, which can be trained to reflect certain demographic attributes such as race or ethnicity, rely on superficial stereotypes that diminish the authentic experien...

"... in reality, they were using culturally coded language to oversimplify the experiences of the minority communities they were trained to represent..."

www.psu.edu/news/informa...

#mentalhealth #wellbeing #ai #chatbots #ethicalai #stereotyping #bias

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Why women on LinkedIn are masquerading as men One woman’s gender-swap experiment quadrupled her reach on the career platform, underscoring concerns about gender stereotypes and algorithmic bias.

Visibility of #LinkedIn posts by women grew after they took measures to sound masculine. #Bias, subconscious or otherwise, seemingly dictates who must work harder to be heard in professional spaces, online and otherwise. #gender #stereotyping

www.washingtonpost.com/business/202...

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So you are condemning all Germans now? When are you going to start on the Scotts? The Italians? The Thai? Good one for your ‘fairness towards all’ 🙄😡
#stereotyping
#vilification

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Screenshot of article with people pulling their eyes: Finnish politicians

Lawmakers from the Finns Party, a far-right party in the ruling coalition, organized a backlash. Juho Eerola, a member of parliament, and Sebastian Tynkkynen , a member of the European Parliament, among others, posted photos and videos of themselves pulling their eyes upward on their social media accounts.

https://www.chosun.com/english/world-en/2025/12/15/63AHAJT3VBAEJJJB2HS3HP2FJA/

Screenshot of article with people pulling their eyes: Finnish politicians Lawmakers from the Finns Party, a far-right party in the ruling coalition, organized a backlash. Juho Eerola, a member of parliament, and Sebastian Tynkkynen , a member of the European Parliament, among others, posted photos and videos of themselves pulling their eyes upward on their social media accounts. https://www.chosun.com/english/world-en/2025/12/15/63AHAJT3VBAEJJJB2HS3HP2FJA/

Faces of #racism in Finland

Top members of far right party Persut (arsies) saying pulling eyes for "chinese" is not #racist.

Issa JOKE, innit!

Just a joke, like we've done since childhood, not offensive.

Their own words.
How stupid can you be?

#rasistipuolue
#stereotyping
#asian

Link in ALT

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Who remembers the old TV advert: "Eveninks and morninks - we only drink Warninks". I don't suppose it would be allowed now #stereotyping

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This week's #featured #article uncovers elements of #racism #stereotyping and #communication issues from Systemic Autoimmune Rheumatic Disease #patient #Experiences in the #unitedkingdom

#South #asian #health #ethnicity #race #medicine

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The New York Times - 5h
Opinion | Did Women Ruin the Workplace?
By Ross Douthat

The New York Times - 5h Opinion | Did Women Ruin the Workplace? By Ross Douthat

What an insulting clickbait headline by the New York Times.

I can't even...

#Clickbait #NewYorkTimes #Stereotyping #Women #Misogyny

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Join Guy-Linda and Elfie for this month's Wicked new episode! Learn some science about your brain's #rewardsystem and how it is involved in #bias and #stereotyping

S3E02: The Brain’s Wicked Reward System and Overcoming Stereotypes for Good

#wicked #wickedforgood #blackjoy #QueerJoy #defyinggravity

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Video

Wicked New Episode!

Tune in to this month’s episode of Diverse Joy to learn some science about how your brain’s #rewardsystem is involved in #stereotyping and #bias . Also, watch us dressed up for #wicked #wickedforgood this month!

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utter fucking bs #stereotyping and how would they even know? Have they ever used an EBT card? NO

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A screenshot of the title and abstract of the article that is linked in the post.

A screenshot of the title and abstract of the article that is linked in the post.

🎃 My #HALLOWEEN treat for you is a new #PUBLICATION 🎃

In #ComputationalCommunicationResearch, we present a semantic validation of using #WordEmbedding metrics to assess implicit group #stereotyping in text corpora: https://doi.org/10.5117/CCR2025.1.14.MULL […]

[Original post on sciences.social]

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A letter to the Radio Times complains about the stereotyping of leprosy in "Terminus" to which John-Nathan Turner responds.
#leprosyawareness #radiotimes #terminus #stereotyping #johnnathanturner #lettertotheeditor

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Add to…Cart? : Thematic and Discourse Analyses of LGBTQ+-Themed Ads’ Impact on Filipino LGBTQ+ Audiences’ Purchasing Decisions A scholarly article by authors Tracy Mae Ildefonso and Mélodine Sommier published in The Journal of Communication and Media Studies

New Publication Alert: Add to…Cart?: Thematic and Discourse Analyses of LGBTQ+-Themed Ads’ Impact on Filipino LGBTQ+ Audiences’ Purchasing Decisions @dublincityuni.bsky.social @uniofjyvaskyla.bsky.social @m3lodine.bsky.social #LGBTQ+ #Philippines #Advertisement #Stereotyping doi.org/10.18848/247...

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Many of #Kirk's comments were documented by Media Matters. He did not shy away from #racism, #Islam, #bigotry, #intolerance, #exclusion and #stereotyping.

- On gender, feminism and reproductive rights: Kirk rejected feminism. Submit to your husband, Taylor. You’re not in charge.

SPLC may be right.

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#Stereotyping, #dehumanizing, and glorifying #exploitation while normalizing deeply unethical views.
We've got the hat trick of #whitenationalism right here!

"Ah yes, the 'undocumented farm workers are biologically engineered for backbreaking labor' take. Classic!.... "

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Oh wait… were movies the LLM’s before there were LLM’s? 🫣😜

#stereotyping #bias #ohnoohwait 😂

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The #term of #addiction is just all in #stereotyping..

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a little girl in a red and purple dress is brushing her hair with a brush . ALT: a little girl in a red and purple dress is brushing her hair with a brush .

I know I am alone in this but it’s f’ing time to STOP calling red state/blue state. States are melting pots just as the country is.

It’s not helping with predictions is it? So what’s the point? #stereotyping based on geography?

I call bullshit.

And if you don’t know, you don’t know.

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TLDR (3/3):

Framing drives nuance.

Even without increasing empathy, mental-state-oriented coverage led readers to make more nuanced judgments about others—seeing diverse beliefs and motives instead of stereotyping.

#stereotyping #stereotypes

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TLDR (2/3):

Media framing shapes empathy and perception.

In a novel study using fictional communities, people exposed to mental-state-focused articles attributed greater warmth, competence, and rationality to individuals—seeing them as unique minds.

#stereotyping #stereotypes

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I want to make this point for anyone who believes one experience defines the whole group:

We, like all othe human beings on Earth, were not made with little cookie cutters. If you've seen one, you ain't seen us all!!!

#bipolar #stereotyping #bigotry #bias #prejudice

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#blacklivesmatter #blm #blmmovement #blacklivesmattermovement #racialequality #stereotyping #stereotype #stereotypes #endstereotypes #blacklivesmatters

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@edjamesauthor.bsky.social Such a pity that the only Irish character in the "Marshall" series is a blundering buffoon of a clown. #stereotyping The audio book doesn't help with the hideous stage-Oirish accent, nothing like anything spoken by a single person on the island of Ireland.

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#Cuckold #Stereotyping Penis size. Penis size related to race.
Penis size related to bulls. Stereotypes of whimpering, passive cuckolds. Of Hotwives that fuck anything that moves, that aren't discriminating & selective. That cuckolds are bi or gay. That Hotwives or Bulls want them to be bi or gay. 😀

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today's musing on #Stereotyping
#adhd
me: I see where you are go...
you: what?
me: nothing, I just saw a pileated woodpecker
***
#researcher me: I see that in the #data, too, but...
researcher her: what?
researcher me: it's just that... #outlier
#DataScience #Humor #Writing #Research
#SmileToday

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It's interesting when a group of people don't recognise their hypocrisy #stereotyping

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#Autism #BPD #Diagnosis #Stigma #Misdiagnosis #MissedDiagnosis #Qualitative #GenderBias #Stereotyping

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This Boomer DID vote differently. Millions of us did. #Stereotyping #scapegoating and #marginalizing older people hurts our cause. #prejudice #ageism #diversity #inclusion

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