Sara Rouhi's Avatar

Sara Rouhi

@rouhiroo.bsky.social

Director #openscience @AIPP; political theory PhD dropout; former @PLOS-er; co-author of DefendResearch.org πŸ“œ against #censorship: defendresearch.org #PostsAreMyOwn We can’t look for superstition in this. The devil is precise. ORCiD: 0000-0003-1803-6186

4,833 Followers  |  2,084 Following  |  4,057 Posts  |  Joined: 29.02.2024
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Posts by Sara Rouhi (@rouhiroo.bsky.social)

James Franco / Ballad of Buster Scruggs "First time?" meme

James Franco / Ballad of Buster Scruggs "First time?" meme

Gen Z complaining to Millennials about America starting an immoral, manufactured war in the Middle East while the country teeters on the edge of an economic meltdown because of overheated financial engineering

01.03.2026 01:14 β€” πŸ‘ 1010    πŸ” 186    πŸ’¬ 11    πŸ“Œ 13

This is almost as good as @nytpitchbot.bsky.social

26.02.2026 14:32 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

@culturebullet.com - LULZ amirite

26.02.2026 14:28 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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a man in a red jacket is eating a sandwich ALT: a man in a red jacket is eating a sandwich

Ohhh, Abigail -- say more? DM?

26.02.2026 14:22 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Joseph coat - second hand/London flea market. Osei Duro hand woven/dyed dress (Ghana). Pact tights. Camden market no-name boots and Everlane scarf. Haggard face/hair, my own.

26.02.2026 14:22 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Being a mom is watching the "death" of the person you were before/trying to "birth" the new person you will become. As costuming has always been a big part of my identity, finding my way back to something that feels right has taken time. Today I felt I got it. In Heathrow. In the bathroom. #MomLewk

26.02.2026 14:22 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Alas, Plan Burrito, this is not the flex you think it is. #BestLondonTexMex #Oxymoron #NotAThing

26.02.2026 10:55 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Please, Satan, please.

26.02.2026 10:39 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

This is 100% it. He has no point of reference beyond himself.

25.02.2026 17:11 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I love how he just knows EVERYTHING. Just everything.

25.02.2026 17:10 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

The technology is inherently extractive. As is capitalism. There is no clear remedy on a macro scale so let's go into this world with our eyes open. Let's just call it what it is.

#ExtractionIsABitch

25.02.2026 16:53 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

This is the speaker's point -- this can be undone. These companies COULD choose to address it but why would they? I'm not proposing any remedies bc this tech is controlled by ~50 ppl who's entire value proposition is value extraction/theft - on every level.

25.02.2026 16:53 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

96% of content scooped in these tools is English speaking. They mostly pull in English sources and do not effectively train on non-native English content bc that's not a priority for those companies. They're building for English speakers. #ColonialismNeverWentAway

25.02.2026 16:53 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

All bc his uncle was mean to him as a kid and he resents being a beneficiary of affirmative action.

25.02.2026 16:47 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Finally.

25.02.2026 16:44 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

according unless LLMs intentionally expand training sets etc. They could choose something else.

25.02.2026 16:42 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

This just underscores the paradigm these folks are trapped in. They cannot engage in global research enterprise w/o "sounding" natively English. So, yes, it's a nice tool, but the need for it exactly demonstrates the systemic exclusion of the current system. The tools will make it worse

25.02.2026 16:42 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Webinar Series Since releasing the "Declaration to Defend Research Against U.S. Government Censorship" in mid-February, the #DefendResearch team has engaged with scholars and experts around the world who view the cu...

@defendresearch.bsky.social webinar DATE CORRECTION: March 5: Censorship, Disinformation, and the Fight for Academic Freedom with @ninajankowicz.com - please share/register here: www.defendresearch.org/events/webin...

25.02.2026 15:25 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

@r2rconf.bsky.social #R2RConf if you care about βš›οΈ, care about #censorship, particularly in the US. Please consider joining me @ninajankowicz.com @defendresearch.bsky.social March 3. www.defendresearch.org/events/webin...

@cdelawalla.bsky.social @jeremymberg.bsky.social u next?

#academicsky

25.02.2026 15:20 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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Webinar Series Since releasing the "Declaration to Defend Research Against U.S. Government Censorship" in mid-February, the #DefendResearch team has engaged with scholars and experts around the world who view the cu...

#academicsky #censorship warriors @defendresearch.bsky.social webinar 3/5/ w @ninajankowicz.com @americansunlight.org to examine how censorship is reshaping the #academic, scientific, and civic landscape β€” and what can be done to resist it. Register and share! www.defendresearch.org/events/webin...

25.02.2026 15:08 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Huh?

25.02.2026 15:00 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

TRUMP: Kenyans look funny, am i right?

REPUBLICANS: *standing ovation*

THE TWO EFFECTIVE DEMOCRATS: Fuck you.

OTHER DEMOCRATS: The Friar's Club Roast of Kenyans is not lowering egg prices, Mr. President. And we're sorry about those two whippersnappers.

MEDIA: Trump stayed on message last night!

25.02.2026 14:54 β€” πŸ‘ 12    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

"From a position of burning curiosity and true humility..." (That's me :D)

25.02.2026 14:55 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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@frontiersmedia.bsky.social presenting #R2RConf on #AI in #ResearchIntegrity. It is NOT an emerging technology. We tell ourselves that so we're ok with "with still have time" approach. We need scenario planning now. It's here now, are we prepared?

25.02.2026 14:51 β€” πŸ‘ 5    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
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Core problem is training data - only really looking at WOS/SCOPUS but not tools like @scielo.org African Research Journals etc. The training data must be dramatically widened to reflect non-English research.

#AI #NikeshGosalia #R2RConf

25.02.2026 14:39 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

It's not a question of guardrails, but who will make them. #Equity has to be designed, it will not happen naturally. These systems are working exactly as designed. NOT a technical problem, it's a choice problem which means can be unmade. Not easy or quick, but solvable.

#AI #NikeshGosalia #R2RConf

25.02.2026 14:37 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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This is not a metaphor for #colonialism. It is colonialism. #NikeshGosalia #R2RConf And every minute it gets worse. Compounding with each new training instance. AI is being optimized for specific user base. Non-english speakers not "seen" in these tools.
#academicsky #AI #sciencesky

25.02.2026 14:35 β€” πŸ‘ 9    πŸ” 4    πŸ’¬ 2    πŸ“Œ 0

"Everyone deserves to be seen" re: AI.
Commerce or equity? Efficiency or justice?

AI that only works for 20% of researchers is NOT neutral. You have choices around HOW you use it. How YOU use it matters: #NikeshGosalia #R2RConf

25.02.2026 14:28 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

Our AI only "sees" Western, English speakers. 93% of training data for #GPT is in English. Is AI democratizing access to scholcomm OR encoding colonialism at scale. (SR NOTE: TLDR - my vote is the latter).

#NikeshGosalia #R2RConf

25.02.2026 14:27 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
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The β€œShirley Card” Legacy: Artists Correcting for Photography’s Racial Bias | National Gallery of Art Whiteness has been the default in color photographs, but artists like John Akomfrah work toward a β€œuniquely Black image.”

#NikeshGosalia kicking off #R2RConf session on #AI impact on global south - fascinating story of "Shirley cards" used by Kodak to calibrate for color of their printers. They KNEW the whole time that it didn't work on brown/black ppl. Techonly changed when chocolate makers didn't like how it looked.

25.02.2026 14:25 β€” πŸ‘ 4    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0