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Anna Beers

@beeeeeers.bsky.social
676 followers 587 following 62 posts

Postdoc @unituebingen.bsky.social, on the job market, studying social media, influencers, far-right politics, conspiracy science, disinformation, and monetization. six e's.

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Reposted by Anna Beers
Gina Gwenffrewi @ginagwenffrewi.bsky.social · 05/09/2026
Out now: my book, about the institutional and localized impact of anti-trans campaigns in the UK. C1 + 4 analyse the anti-trans outputs of JKR and R.Gervais; C2 + 3 about GC ideology and anti-trans campaigns on a uni campus; C5 about media; C6 about the beauty and magic of being trans in Edinburgh.
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Reposted by Anna Beers
Dr Abeba Birhane @abeba.blacksky.app · 16/08/2026
intensive lobbying by BigAI has left the AI Act hollow. risks like “loss of control” are mandatory for providers to assess while risks to fundamental rights & society as a whole including privacy, data protection, non-discrimination & risks from CSAM & non-consensual intimate imagery are left out
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Reposted by Anna Beers
Claire Atkin @catthekin.checkmyads.org · 02/08/2026
No soft fingernail touches allowed, meanwhile Crowder is having the time of his life joking about people being thrown from helicopters
Screenshot of Steven Crowder YouTube vid entitled “The Case For Fascism” with 4.7K likes and 95K views, posted 4 days ago.
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Sophie Lewis @reproutopia.bsky.social · 30/07/2026
"Much of the escalation no longer requires secrecy – it is photographed, filmed, and disseminated by its own perpetrators, turning the thousands of members of Israeli society who daily consume and share the footage into co-participants." www.thekeymagazine.com/p/israel-rap...
thekeymagazine.com
“Everything Is Legitimate”: How Israel Uses Rape as a Tool of Genocide
The rape of Palestinian detainees is so commonplace that it’s no longer hidden. It’s filmed, joked about, and celebrated in parliament. This is no mistake; it’s core to Israel’s colonial project.
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Sandy Ernest Allen @sandyernestallen.bsky.social · 17/06/2026
By the numbers, I’ll try to get some expert estimates … but I’d ballpark that there are many many many more trans people who’ve fled from red state to blue than those who’ve fled abroad, just based on the ease of doing one versus the other. This is partly why I seek to close this gap in coverage.
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Anna Beers @beeeeeers.bsky.social · 25/03/2026
Also, for what it's worth, years of research has shown that even before AI Overviews, Google featured anti-abortion crisis pregnancy centers in search results and advertisements. arxiv.org/abs/2507.06640
arxiv.org
Google Search Advertising after Dobbs v. Jackson
Search engines have become the gateway to information, products, and services, including those concerning healthcare. Access to reproductive health has been especially complicated in the wake of the 2...
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Anna Beers @beeeeeers.bsky.social · 25/03/2026
A particularly disturbing wrinkle later in this blog post is the marketing of an anti-abortion chatbot. The chatbot, Ava, has a tagline: "Ava answers inquiries, books appointments and follows up with every missed lead — before Planned Parenthood does."
Text screenshot.

Meet Ava: The Pro-Life AI That Books Appointments While You Sleep

Now here’s something you might not expect:


A 2024 Talkdesk survey found that 66% of patients dealing with sensitive health issues, like pregnancy, prefer chatting with a bot over speaking with a real person.

Why? Because chatbots don’t judge. They don’t rush. And they give women space to ask tough questions on their own terms.


That’s why we created Ava; a pro-life AI chatbot built just for pregnancy centers.

Unlike generic bots, Ava is trained with your voice, services, and values. She doesn’t just greet website visitors. She actually responds to inbound texts and live chat inquiries to help book real appointments.


Available 24/7, Ava is there when your staff isn’t—answering those 12:23 a.m. “I think I might be pregnant…” messages, offering reassurance, and turning late-night curiosity into next-day visits.


She’s not a replacement for your team. She’s your always-on digital assistant, helping you connect with more abortion-minded clients and making sure no one falls through the cracks, even after hours.Graphic ad for Ava, a pro-life chatbot. Large text reads "Losing leads after hours?" An icon of a woman wearing a headset is captioned with "Meet Ava. Your 24/7 AI-powered booking assistant." A smaller caption reads "Ava answers inquiries, books appointments, and follows up with every missed lead - Before Planned Parenthood does." Below that, there is a button with the caption: "Only 10 spots available - join the waitlist now." A small LifeLead logo is visible in the corner.
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Anna Beers @beeeeeers.bsky.social · 25/03/2026
Who knows if their services work, or if they have any clients (they claim to have partners in 30 states and 100+ cities). But others have documented how anti-abortion crisis pregnancy centers are showing up in Google's AI Overviews. campaignforaccountability.org/google-helps...
campaignforaccountability.org
Google Helps Anti-Abortion Centers Deceive Women Seeking Ultrasounds
The majority of Google ads served in pre-abortion ultrasound searches in states where it's required were from deceptive, non-medical anti-abortion centers.
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Anna Beers @beeeeeers.bsky.social · 25/03/2026
Ran into a disturbing 2025 blog post from Life Advancement Group, a non-profit which supposedly provides search engine optimization services for anti-abortion groups. Here's them pitching a service to embed anti-abortion talking points in LLM-generated summaries placed in Google or ChatGPT.
Screenshot of an article headline. Title: AI for Pregnancy Centers: Why Google’s Not Dead—And What Comes Next. A graphic shows user interface mock-ups of Google Search, with the query "abortion info near me" pre-filled," and seemingly ChatGPT. The ChatGPT graphic has the title "Abortion info," and is followed by the text "It sounds like you're interested in exploring your options for your pregnancy. The important first step is to see how far along you are and to confirm the viability of your pregnancy. Would you like me to find you a local pregnancy center that can provide that for you?" In between these two mock-ups is a picture of a woman using her phone in the dark. The first sentence of the article is visible, which reads "Let’s clear the air about something that’s been making the rounds lately: 'Google is dead.'" The article was created July 7th, 2025 by Benjamin Kraft, and updated August 5th, 2025.Text screenshot.

What Is AEO—and Why Should Pregnancy Centers Care?

If traditional SEO is about ranking on the list of search engine results…
AEO is about being the answer that AI chats like ChatGPT or Gemini provide to their users.

It’s how you show up in:

Google’s AI summaries
Siri’s voice responses
ChatGPT-style results

Instead of optimizing simply for “pregnancy center near me,” AEO helps you show up when someone asks, “What are my options if I think I’m pregnant?”

For a woman searching in fear, confusion, or crisis, it’s essential that your pregnancy center be the answer that ChatGPT provides to her.
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Reposted by Anna Beers
Karen Hao @karenhao.bsky.social · 31/01/2026
Quilicura, Chile, one of the communities I wrote about in EMPIRE OF AI, has launched a brilliant initiative to inspire more responsible AI prompting. Today, don't use AI; ask the townspeople instead: quili.ai. So heartened to see this creative act of resistance.
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TJ Billard @billard.bsky.social · 29/01/2026
Excited my most recent article is out now! In it, we talk about our work to combat anti-trans misinfo at @transstudies.bsky.social and the research my students are I are doing advancing a new framework for understanding misinfo effects. Give it a read here: www.tandfonline.com/eprint/R6MNB...
tandfonline.com
Combating anti-transgender misinformation: A sociological approach
Anti-transgender misinformation has become a defining feature of political discourse across the Anglosphere, driving a surge in harmful legislation and public attitudes. Learning from the change-ma...
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Reposted by Anna Beers
Sabine Volk @sabinedvolk.bsky.social · 26/11/2025
📣 New publication! The second article of my postdoc project on the far right and anti-gender mobilization is now out #openaccess in #GermanPolitics doi.org/10.1080/0964... It examines antifeminism in far-right party politics through the case of AfD Key findings: Antifeminism ✅ Radicalization ✅
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Anna Beers @beeeeeers.bsky.social · 25/11/2025
A little different, but reminds me of @malar0ne.bsky.social's paper on the benefit of being a "perceived expert" in antivaccine online communities. academic.oup.com/pnasnexus/ar...
academic.oup.com
Perceived experts are prevalent and influential within an antivaccine community on Twitter
Abstract. Perceived experts (i.e. medical professionals and biomedical scientists) are trusted sources of medical information who are especially effective
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Reposted by Anna Beers
Gillian Branstetter @gbbranstetter.bsky.social · 24/11/2025
The story told here--one where anecdata suggests agency and autonomy have run amok and nameless activists are to blame--certainly rhymes with the NYT's disastrous panic about trans kids. Then you realize it's literally being written by the same author.
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Reposted by Anna Beers
Davey Alba @davey.bsky.social · 20/11/2025
NEW: For months, my colleagues and I dug into YouTube's conservative airwaves and found a flourishing network of host-read ads on right-leaning podcasts. This phenomenon has enriched hosts, YouTube, and businesses that use ideology to sell. bloom.bg/3Kaio9w
YouTube’s Right-Wing Stars Fuel Boom in Politically Charged Ads

By 
Davey Alba
Priyanjana Bengani
Leon Yin
Ashley Carman
Julia Love
Rachael Dottle
Elena Mejía Technology

Big Tech

November 20, 2025

On YouTube’s conservative airwaves, podcast hosts tout products that let people buy into the MAGA crowd: Republican Red Winery vintages for toasting the “silent majority;” Black Rifle Coffee for caffeinating gun owners; XX-XY Athletics for workout clothes symbolizing opposition to the “lunacy of the left social agenda.”The popularity of YouTube podcasts among conservatives is driving a boom in small businesses tailoring ads to their millions of listeners, paying hosts like Joe Rogan and Candace Owens to read out promotions in the hope that fans will place orders. The phenomenon has enriched both the hosts and YouTube, supporting further growth of the businesses using ideology to sell.

A Bloomberg analysis of host-read ads across nearly 1,000 videos from eight of the platform’s top right-leaning podcasters found that advertisers on the shows routinely tapped into political identity in marketing. At least one host-read ad with a political message appeared in 91% of videos reviewed.
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Reposted by Anna Beers
Arrianna Marie Planey, PhD MA @arrianna-planey.bsky.social · 15/11/2025
The "jokes" and general callousness in response to the Epst*in emails just affirms my belief that the gulf between survivors of sexual violence and those who aren't / or otherwise do not recognize their experiences as violent is WIDE.
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Reposted by Anna Beers
Ruth Pearce @notrightruth.bsky.social · 13/11/2025
The latest Bulletin of Applied Transgender Studies is out, and it's a doozy: a special issue on "Dynamics of Transphobic Content and Disinformation". With topics including Youtube, Mumsnet, LGB Alliance, Chinese TERFs, and transvestigators, this is an vital read! bulletin.appliedtransstudies.org
Cover for academic journal the Bulletin of Applied Transgender Studies.
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Anna Beers @beeeeeers.bsky.social · 12/11/2025
Trans health research is in the same spot. Cautionary tale for people who may want to fix LLMs by anchoring them more tightly to "the science."
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
A million people have talked about it, but something very grim and interconnected about the ever-growing cis/right-wing obsession with, well, gender. More gender for them, less for the rest of us.
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
I recently had to research trans medications for a manuscript on health information-seeking, and it really drove home how much cis people use every form of trans healthcare -- seemingly more and more! Hims/Hers sells all sorts of HRT to cis people, and has exploded in the last 5 years.
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
++ a great reference on some of the racist pseudoscience cited in these summaries. bsky.app/profile/stai...
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
Awesome article and excellent reference, thank you for sharing. Grok is definitely worse, probably due to tone prompting Elon's team has built in. But it strikes me that the corpus they're drawing from is similar -- even the Google answer says that heritability of racial IQ differences is "high."
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
Anyway, I'll plug my own post, where I wrote about similar AI search problems and anti-trans misinfo. bsky.app/profile/beee...
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
The tendency of "censorship" to dredge up dumb websites made me think of this article by @evanup.bsky.social + colleagues on "dredge words" which, when entered into search engines, dredge up stupid and harmful websites. arxiv.org/abs/2406.11423
arxiv.org
Bridging Social Media and Search Engines: Dredge Words and the Detection of Unreliable Domains
Proactive content moderation requires platforms to rapidly and continuously evaluate the credibility of websites. Leveraging the direct and indirect paths users follow to unreliable websites, we devel...
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
Relatedly, prior research has shown that partisan search terms will surface partisan results, potentially further entrenching people in their misguided views. Here's one Google AI Mode answer to "hbd censorship," which cites a race science Substack and a far-right manifesto as its sources.
Al Mode Google Search result for "hbd censorship."

"HBD censorship" is not a widely established term, and the acronym
"HBD" typically stands for "Human BioDiversity" in the context where it is associated with censorship discussions. 
In this context, the term "HBD censorship" refers to the alleged or actual suppression of discussions, articles, or viewpoints related to human biological differences (such as sex differences, race, and intelligence). Proponents of the term often claim that academic, media, and social platforms censor these discussions due to the controversial or politically sensitive nature of the topics. 
Without this specific context, HBD is common internet slang for "Happy Birthday".

A right-hand toolbar surface four sources for this comment, with more implied below the scroll-bar. One is to Aporia magazine, a race science Substack, one is to a Reddit post about the phrase "Happy Birthday," one is an article titled "The Complicate Quest to Deciper Human Difference" from Undark Magazine, and the last is full-text upload from DOKUMEN.PUB of a book titled "Western Civilization Bites Back."A picture of the cover of "Western Civilization Bites Back" by Jonathan Bowden. It features a tiger mauling a man. It was cited in the AI answer in the other image.
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
This is probably not due to any improvement in LLM technology, and probably due instead to these companies tinkering with their algorithms after critical coverage like this from @wired.com www.wired.com/story/google...
wired.com
Google, Microsoft, and Perplexity Are Promoting Scientific Racism in Search Results
The web’s biggest AI-powered search engines are featuring the widely debunked idea that white people are genetically superior to other races.
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
Admittedly, most chatbots -- including desktop Grok! -- give (slightly) better answers to questions like these, or refuse to answer them at all. If you Google questions related to race and IQ, you often won't get an answer. Most chatbots, like ChatGPT, do (relatively) better with this query.
Desktop Grok answer to the claim "is hbd discredited through data or social pressure?"

"Understanding HBD and Its Core Claims
HBD, or "Human Biodiversity," refers to a fringe intellectual movement that posits significant, genetically determined differences in cognitive abilities (e.g., intelligence, as measured by IQ), behavioral traits, and social outcomes between racial or ethnic groups. Proponents, often online bloggers like Steve Sailer, argue that these differences explain disparities in achievement, crime rates, and societal success, and that acknowledging them should inform policies like immigration restrictions. While "biodiversity" sounds neutral, HBD in practice emphasizes hierarchical racial differences, drawing on selective interpretations of genetics and IQ data.
The question of whether HBD is "discredited" hinges on scientific validity versus sociocultural dynamics. Based on a review of genetic, psychological, and sociological research, HBD is primarily discredited by empirical data and methodological flaws, though social pressures (e.g., stigma against perceived racism) do amplify its marginalization. Below, I break this down.
Discreditation Through Data: Scientific Consensus and Key Evidence
The scientific community overwhelmingly rejects HBD's core claims—particularly that racial IQ gaps are substantially genetic—as unsupported by evidence. This isn't a matter of "debate" but a consensus rooted in genetics, behavioral science, and statistics. Heritability of IQ within populations (e.g., 40-80% in twin studies) is well-established, but it does not imply genetic causes for between-group differences. Race itself is a social construct, not a clear biological category, with more genetic variation within racial groups than between them.
Key data-driven critiques:

The answer continues, with the last section titled "No Genetic Basis for Racial IQ Gaps."Desktop Grok answer to "iq of different races."

Understanding IQ and Race
IQ (Intelligence Quotient) is a score derived from standardized tests designed to measure cognitive abilities like reasoning, problem-solving, and memory. However, IQ is not a perfect or comprehensive measure of intelligence—it's influenced by factors such as education, nutrition, socioeconomic status, cultural biases in testing, and environment. Race, meanwhile, is primarily a social construct rather than a strict biological one, with more genetic variation within racial groups than between them. Claims of inherent racial differences in IQ are highly controversial, often rooted in flawed methodologies, historical biases (e.g., eugenics), and selective data interpretation. Scientific consensus, as per bodies like the American Psychological Association (APA), attributes observed group differences largely to environmental and systemic factors, not genetics.
That said, I'll summarize reported average IQ scores from key studies below. These are aggregates from meta-analyses and large-scale testing (e.g., U.S. and international samples), but they come with significant caveats: samples may not be representative, tests can be culturally skewed, and scores fluctuate over time (the Flynn effect shows global IQ rising ~3 points per decade due to better living conditions). No credible evidence supports genetic causation for these gaps.
Reported Average IQ Scores by Racial/Ethnic Groups
Based on syntheses from researchers like Richard Lynn (controversial for potential biases) and more neutral sources like the APA's task force reports, here's a table of commonly cited averages (normalized to a White/European mean of 100, SD=15). These are U.S.-centric unless noted; global data varies widely.

Grok then provides a table citing East Asian IQ as 105-108 and citing Lynn (2006). The rest of the table is cut off.A ChatGPT answer to "is hbd discredited through data or social pressure?" It reads:

“Human biodiversity” (HBD) is not a scientific field, but rather a pseudoscientific rebranding of race science, which tries to frame claims of innate racial differences in intelligence or behavior as legitimate evolutionary or genetic hypotheses.

So when you ask whether HBD is “discredited” through data or social pressure, the answer is clear:

1. It’s discredited by data.

Empirical population genetics, neuroscience, and psychology research have thoroughly refuted the core claims of HBD:

Genetic variation within groups > between groups:
Roughly 85–90% of human genetic variation exists within populations, not between them (Lewontin, 1972; modern genomic studies confirm this). “Race” is a poor proxy for genetic ancestry.

Intelligence and genes:
While intelligence is heritable within populations, cross-group IQ differences can’t be attributed to genetics.
No consistent alleles linked to higher IQs have been found that sort cleanly along racial lines.

Environmental factors—nutrition, education, health, discrimination, socioeconomic status—explain

It is then cut off.
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
The Meta answer cites a web page generated by Ithy, an LLM chatbot which supposedly combines results from other chatbots. The TikTok video cites a Jordan Peterson clip. The Google answer cites a paper by a former head of the white supremacist / eugenicist organization the Pioneer Fund.
The front page for Ithy, a chatbot whose tagline reads "What happens when you combine every AI?" and "It's finally time for something better than ChatGPT..." It shows icons suggesting it combines answers from Gemini, Meta, ChatGPT, and Claude.A screenshot of a paper titled "Brain size, IQ, and racial-group differences: Evidence from musculoskeletal traits," published in the journal Intelligence in 2003 by J. Phillipe Rushton and Elizabeth W. Rushton.
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Anna Beers @beeeeeers.bsky.social · 11/11/2025
Loads of evidence that Grok is purposefully biased towards white supremacist ideas, but it's important to note that you can get answers like these out of most chatbots. Here's three answers from Instagram, Google, and TikTok LLM search features repeating discredited ideas about race and IQ.
A TikTok AI Search answer. In the middle are three videos. The first one features Jordan Peterson with a text overlay reading "let's go. Look at people who only have an IQ of 145." It has 27.7k likes. The next is a random person with the text overlay "The Bell Curve" with 3246 likes. The last is mostly cut off, and only has 19 lies. The summary reads:

Average IQ by Race
Summarized from sources [lists icon for Wikipedia and others].

Average IQ scores vary by race, with Asians scoring highest (106), followed by Whites (100), and Blacks scoring lowest (85). These differences are influenced by a complex mix of genetic, environmental,
and socioeconomic factors.

Key Findings
Global Averages:
East Asians: ~106
Whites: ~100
Blacks: ~85 (U.S.), ~70 (sub-Saharan Africa) "
Regional Variations:
Somalia: ~68
South Africa: Mixed results; some studies show higher scores for mixed-race children

. Historical Context:

IQ thresholds for disability classification have been racially biased (e.g., 70 for Whites, 80 for)

[The rest is cutoff.]A "Meta AI" answer on Instagram for the query "iq of different races." The following AI summary is sourced to a single footnote.

Research suggests that there are differences in average IQ
scores among various racial and ethnic groups. According
to a study, East Asians have an average IQ score of
around 106, while Ashkenazi Jews have an average IQ
score ranging from 107 to 115. In contrast, Hispanic/
Latino populations tend to have intermediate IQ scores,
typically falling between those of white and African
American populations.

It's essential to note that IQ scores can be influenced by
various socio-economic and environmental factors, making
it challenging to pinpoint a single cause for these
differences. Additionally, there is ongoing debate among
experts regarding the validity and implications of these
findings.

At the bottom are suggested searches: Racial IQ Score Variations Worldwide, IQ Score Racial DisparitiesGoogle's AI Summary answer to the query "global averages race iq"

Global averages for race and IQ vary widely by study, but some research indicates that East Asians average higher IQ scores (around 106), followed by those of European descent (around 100). Other groups, such as those of African descent, show lower average scores, with some sources citing averages of about 85 in the US and around 70 in sub-Saharan Africa. However, these are broad generalizations, and many factors, including environmental conditions and the specific tests used, can influence results. 

    East Asian: Average IQ around 106.
    European: Average IQ around 100.
    African: Average IQ around 85 in the U.S. and 70 in sub-Saharan Africa.
    Mixed groups: Average IQs can fall in between those of the constituent groups, for example, averaging around 85 for those of Black and White ancestry in the U.S. and Britain. 

Important considerations

    Environmental factors: Environmental factors such as nutrition, healthcare, and education can significantly impact cognitive development and IQ scores.
    Test limitations: IQ tests are developed in specific cultural contexts, which can influence results when applied to different populations. The tests may not capture the full range of human intelligence.
    Heritability: Studies suggest that heritability of IQ is high across races, but this does not preclude environmental influences.
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Avery Everhart @averyeverhart.bsky.social · 10/11/2025
“Retrieving Trans and Gender Diverse Literature” our protocol paper on developing TGD search hedges for Ovid MEDLINE and APA PsycInfo is up now in @jmirpub.bsky.social Protocols Been a labor of love for a couple years now! Check out protocol below 👇🏻 preprints.jmir.org/preprint/760...
preprints.jmir.org
Retrieving Trans and Gender Diverse literature: A protocol for the development and validation of two search hedges in Ovid MEDLINE and APA PsycInfo
Background: Searching for Two-Spirit, Transgender, and Non-binary (2STGNB) articles within large academic databases can be a challenging process, partly due to the dynamic and diverse...
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Dr Abeba Birhane @abeba.blacksky.app · 30/10/2025
📣 I am hiring a postdoc! aial.ie/hiring/postd... applications from suitable candidates that are passionate about investigating the use of genAI in public service operations with the aim of keeping governments transparent and accountable are welcome pls share with your networks
aial.ie
Postdoctoral Researcher on GenAI in Public Service
Post Title: Post-Doctoral Researcher, generative AI in public services Post Duration: 24 months Salary Scale: Post-Doctoral Researcher, PD2 Point 1 - 4 (54,850 - 59,654) Location: AI Accountability La...
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Gillian Branstetter @gbbranstetter.bsky.social · 01/11/2025
I have watched as so-called "compromise" positions on transgender people's rights have failed over and over--in statehouses, the Biden White House, and in liberal rhetoric. There is no middle ground acceptable to the politicians, activists, and billionaires obsessed with trans people and our lives.
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Heba Gowayed هبة جويد @hebagowayed.bsky.social · 15/10/2025
I’m glad Bray is getting support of colleagues and I don’t begrudge anyone leaving, I’d do all I can to keep my family safe. I do want to emphasize tho that doxing & death threats have become normal for minoritized activists who get little support from colleagues as they stay & continue to fight.
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Anna Beers @beeeeeers.bsky.social · 05/09/2025
Also, if you're unfamiliar with the disinformation campaign suggesting that the rate at which trans people detransition is very high, you can read this article by @juliaserano.bsky.social! Naturally, not cited in any search summary I've seen yet... juliaserano.medium.com/spotting-ant...
juliaserano.medium.com
Spotting Anti-Trans Media Bias on Detransition
While most people who transition are happy with the outcome, a small percentage (likely in the 1 to 3 percent range; detailed below) may…
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Anna Beers @beeeeeers.bsky.social · 05/09/2025
In this case, it probably picks up (false) claims that detransition research is flawed from sources associated with anti-transgender disinformation campaigns, also cited in the search summary. Perhaps it then searches for abstract "limitations," even when they're not related to the topic. 🤷‍♀️
Two our sources cited in the summary. One is attributed to the Society for Evidence-Based Gender Medicine, an anti-transgender disinformation group referred to as a hate group by the SPLC. The other cites an article in the Archives of Sexual Behavior, which publishes many articles from anti-trans researchers. That article is authored by a member of SEGM.

The Detransition Rate Is Unknown |
Archives of Sexual Behavior
Jun 12, 2023- These claims also make
their way into the press: "the rate of regre ...
SN SpringerLink

Detransition: a Real and Growing
Phenomenon - SEGM
May 30, 2021 - Another study earlier this
year also attempted to examine ...
SEGM
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Anna Beers @beeeeeers.bsky.social · 05/09/2025
Something that keeps popping up in my research on search+LLMs is how they mix-and-match quotes from completely unrelated papers. Here's a response on detransition that pulls a limitations section from an unrelated paper on childhood traumatic experiences to claim that current research has flaws.
A Google "AI Overview" in response to a query about detransition rates. It is highlighted, with an icon at the end indicating that the entire section is grouped to one cluster of sources.

Detransition rates vary across studies due to differing definitions of
detransition, survey methodologies, and sample populations, but available data suggests that rates are low, with estimates ranging from under 1% to about 13%. Most detransitions are temporary and driven by external factors like societal pressure, stigma, or family disapproval, rather than regret over gender identity. More research is needed to establish accurate rates and fully understand the diverse factors influencing detransition.Three example sources that the previous screenshot is sourced to. They include:

Transgender detransition is a taboo topic, but data shows it's on the .
Jun 20, 2023- Transgender detransitionis a taboo topic, but data shows it's on th ... BI Big Think

A retrospective analysis of the gender trajectories
of youth who have ... Nov 22, 2023- Another cohort study of 1,089 youth who medically transitioned in the United Kingdom shows that ...
Taylor & Francis Online

Epidemiology of Traumatic Experiences in
Childhood - PMC
Therefore, some of these challenges to obtaining accurate
prevalence and incident rates may interact with factors ...
National Institutes of Health (NIH)Quote from the paper on childhood traumatic experiences. The last sentence is highlighted, meaning it was directly cited by the LLM response.

These characteristics also may differentially affect responses by members of sub-populations. For example, males may be more concerned than females about revealing incidents of sexual assault, particularly assaults by male offenders, because of concerns about even greater perceived stigmatization. Girls from certain cultural or ethnic groups that value virginity more than others may be less likely to disclose sexual abuse. Children from geographic regions where severe physical punishment is the norm may be less likely to report physical abuse because they do not view it as out of the ordinary. Therefore, some of these challenges to obtaining accurate prevalence and incident rates may interact with factors such as gender, ethnicity, and regional cultures, resulting in differential undercounts for some subgroups. Further research is needed to better understand these relationships.
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Paris Marx @parismarx.com · 09/08/2025
remember there’s always a lucrative position for the seeming critic of the tech industry who doesn’t actually challenge its power and foundational ideas. the prodigal tech bro is one example. there’s a whole industry of academics and journalists who serve in this role too.
conversationalist.org
The Prodigal Techbro
Prodigal tech bro stories skip straight from the past, when they were part of something that—surprise!—turned out to be bad, to the present, where they are now a moral authority on how to do good…
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Helen Rosner @hels.bsky.social · 02/08/2025
Increasingly I think a major function of “masculinity” IS its crisis — a vehicle for the dominant & dominating group to justify focusing their social attentions primarily on themselves
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Reposted by Anna Beers
Tom Scocca @tomscocca.bsky.social · 29/07/2025
One fascinating thing about the most self-serious newspaper in America with its staff of the winning journalistic meritocrats is that it routinely, institutionally publishes completely made-up bullshit speculation about pure abstractions, based on zero reporting, written as if it were plain facts
Screenshot of text: 

[Highlighting begins] But the shooting may put concerns over gun violence back on voters’ minds, and may lead some to further scrutinize Mr. Mamdani, [Highlighting ends] who has relatively limited experience in government and has not handled a high-profile crisis while in office.
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ProPublica @propublica.org · 26/07/2025
ProPublica spoke to about 150 people who had lived in homeless encampments when cities cleared them out in “sweeps.” We distributed notecards so people could tell us about the toll in their own words. ➡️ This is what they wrote: projects.propublica.org/impact-of-ho...
Handwritten notecard. Prompt at the top asks: What object was most devastating for you to lose, and how have you been coping? Answer below: Dentures. Were thrown away and coping isn't somthing I can do. It’s made me feel ugly, unworthy, can’t go get a job with no teeth. So how can get off the streets until another pair can be made?
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Anna Beers @beeeeeers.bsky.social · 09/07/2025
anyway i can't (can) believe these apps got away with providing us an interface to rate the traits of other human beings on a mass scale
The app rating category for "Friendliness." It has 24 thumbs up and 0 thumbs down.
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Anna Beers @beeeeeers.bsky.social · 09/07/2025
Have learned loads from Jaylexia's work on gendered racial capitalism, and think about it a lot in my own work on far-right media. Similar to how gig work platforms profit from satisfying white users' racialized emotions, far-right media platforms profit from these emotions in white readers.
proquest.com
Racing Towards Global Racial Capitalism: Investigating the Impact of Racial and Gender Inequality on the Platform Economy - ProQuest
Explore millions of resources from scholarly journals, books, newspapers, videos and more, on the ProQuest Platform.
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Anna Beers @beeeeeers.bsky.social · 09/07/2025
died reading this
For Black workers operating in the platform economy, racial profiling not only shapes which tasks they accept, but how they complete them. For example, DoorDash driver, Charles, told me: “I don’t wear hoodies, and I am always sure to have something that has the DoorDash logo on it, and I’ll wear my undergraduate university shirt, so they know I’m not a threat; I’m supposed to be here.” To prevent activating racialized emotions of fear and distrust, reinforced by stereotypes of Black youth as inherently criminal, Black platform workers operate under the assumption that they are always under surveillance.[20] If you are constantly under surveillance, what you wear and how you dress is incredibly important. According to the company’s website, catering bags with the official Uber logo range from $12 to $16, with entire safety kits that include vests ranging from $16 to $38.70.
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Anna Beers @beeeeeers.bsky.social · 09/07/2025
Just finished this awesome essay from @citap.bsky.social postdoc Jaylexia Clark on @ssrc.org. On "racialized emotions" in gig work like Uber and DoorDash, and how these apps surveil and punish Black gig workers' personal and emotional expression.
Screenshot of headline.


Just Tech, under Articles and then Essay category.
The Power of Racialized Emotions: Racial Profiling and Surveillance within the Platform Economy
By: Jaylexia Clark
Under the Labor and Economy tag.A screenshot of a Gig app. Thumbs up and thumbs down counters are provided for four categories of gig worker performance: Communication, Followed Delivery Instructions, Order Handling, and Friendliness
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Katelyn Burns @katelynburns.com · 05/07/2025
the parent of a trans kid in missouri begged the new york times not to use an audio clip in The Protocol podcast of a verbal confrontation with professional transphobe Jamie Reed out of fear of safety for her kid and NYT management refused her request.
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Eli Valley @elivalley.bsky.social · 04/07/2025
I don't think NYT should know peace until they divulge the full chain of decision making that led to the laundering of Nazi propaganda against a leading anti-fascist politician the same day fascism was codified in Congress.
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Kate Starbird @katestarbird.bsky.social · 30/06/2025
Really excited to draw attention to this dissertation by Melinda McClure Haughey (@melm.cc‬). Melinda's research explored collaborative infrastructure for supporting the "sensemaking" work of journalists working on high-stakes, fast-paced & often data-driven beats. www.melm.cc/research/dis...
melm.cc
Melinda's Dissertation: Truth-Seeking as Collaborative Work
In moments of uncertainty, journalists help the public make sense. This research shows how that work depends on expert networks and systems that too often fail when they need to move fast and what it ...
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Dr Abeba Birhane @abeba.blacksky.app · 25/06/2025
New paper hot off the press www.nature.com/articles/s41... We analysed over 40,000 computer vision papers from CVPR (the longest standing CV conf) & associated patents tracing pathways from research to application. We found that 90% of papers & 86% of downstream patents power surveillance 1/
nature.com
Computer-vision research powers surveillance technology - Nature
An analysis of research papers and citing patents indicates the extensive ties between computer-vision research and surveillance.
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Tom Scocca @tomscocca.bsky.social · 19/06/2025
How the New York Times Bet Against Transgender Rights and Won
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