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Emily M. Bender

@emilymbender.bsky.social
45K followers 649 following 4.9K posts

Book: thecon.ai Web: faculty.washington.edu/ebender

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Reposted by Emily M. Bender
Ruha Benjamin @ruha9.bsky.social · 3h
I’m in DC scheduled to give this talk today. But the organizers flagged slides in my deck that mention racism, structural gaslighting, New Jim Code and other themes that are off limits in the Land of the Free.
APA Women’s Leadership Institute event flyer with “keynote speaker” crossed out with a red X
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Emily M. Bender @emilymbender.bsky.social · 15m
In other words, it is the job of scientists to devise experiments that can test their claims, to always be cautious abt what they are claiming, and to critically evaluate the claims of other scientists. By these well-established standards, no serious science is happening behind Anthropic's claims.
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Reposted by Emily M. Bender
Amy Woodson-Boulton @amywb.bsky.social · 1h
Anyone talking about new rules for being nice to the software, please read this ⬇️
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Emily M. Bender @emilymbender.bsky.social · 1h
In other words, it is the job of scientists to devise experiments that can test their claims, to always be cautious abt what they are claiming, and to critically evaluate the claims of other scientists. By these well-established standards, no serious science is happening behind Anthropic's claims.
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Emily M. Bender @emilymbender.bsky.social · 1h
Thus, any evaluation of LLMs that involves looking at either language produced by some software, or language input into the system for that matter, needs to be done with extreme care to avoid projecting our interpretation of the language onto the system. >>
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Emily M. Bender @emilymbender.bsky.social · 1h
I will point out, however, that serious scientists are cautious with their claims. Furthermore, as we wrote in 2021 (in "On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?🦜"), p.616: dl.acm.org/doi/10.1145/... >>
Screencap from linked article, highlighted portion:

This can seem counter-intuitive given the
increasingly fluent qualities of automatically generated text, but we
have to account for the fact that our perception of natural language
text, regardless of how it was generated, is mediated by our own
linguistic competence and our predisposition to interpret communicative acts as conveying coherent meaning and intent, whether
or not they do [89, 140].
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Emily M. Bender @emilymbender.bsky.social · 1h
Extraordinary claims require extraordinary evidence, and I am not the one making the extraordinary claim, so it is not my job to specify what the evidence should be. >>
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Emily M. Bender @emilymbender.bsky.social · 1h
3. Okay, so what would convince you that a piece of software (often phrased here as "an AI", gah) is conscious/can feel pain/etc? Honestly, I'm really tired of this extremely silly question, but here is my answer: >>
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Emily M. Bender @emilymbender.bsky.social · 1h
It's the job of the media to scrutinize such statements and decide whether there's a story here at all (maybe the story is Anthropic researchers have fallen into a fantasy-land and brought many policymakers with them), not to just platform them. >>
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Emily M. Bender @emilymbender.bsky.social · 1h
2. But Anthropic researchers say they see patterns that suggest that Claude can. The employees at Anthropic are telling themselves stories based on the words they input into the software and the words that come back out. >>
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Emily M. Bender @emilymbender.bsky.social · 2h
1. Can a language model feel pain? Clearly not. Large language models are computer software and they can no more suffer than any other human-created artifact can. >>
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Emily M. Bender @emilymbender.bsky.social · 2h
Anthropic is out with new nonsense about Claude (or the collection of models called Claude) deserving moral consideration and/or be able to feel distress, so my inbox is filling up with journos asking me to comment. I've also got a day job, so here is a brief set of public comments on this: >>
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Reposted by Emily M. Bender
The Distributed AI Research (DAIR) Institute @dairinstitute.bsky.social · 3h
AI doomerism isn't sound science, it's a parlor game. Great to see reporting that pushes back and quotes experts like @timnitgebru.blacksky.app and @emilymbender.bsky.social. Coxon and Anthropic "did not respond to a request for comment." 👀 👀 👀 @thebulletin.org thebulletin.org/2026/09/how-...
thebulletin.org
How the bad science of AI doomerism is good for big business
There is no clear path showing that today’s AI systems will lead to superintelligence, much less a basis for calculating the probability of doom.
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Emily M. Bender @emilymbender.bsky.social · 2h
But also my memories of Dharamsala are bringing me hope and gratitude because it wasn't only that --- despite strong pressure from Silicon Valley, religious and contemplative leaders and practitioners aren't all or even mostly chasing after the shiny, futuristic fantasies.
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Emily M. Bender @emilymbender.bsky.social · 2h
Religious and contemplative traditions can be great sources of knowledge and wisdom on how to navigate our world and build strong relationships and communities and it hurts to see them focused on the artificial. >>
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Emily M. Bender @emilymbender.bsky.social · 3h
And every time I pause to look back at that, it seems like the hype has gotten bigger, more extensive, and more insidious. This week, I am seeing credulous media coverage of Anthropic consulting with religious thinkers to try to work out how to "grow" Claude into a moral being. Ex: >>
nytimes.com
Religious Scholars Met With Anthropic. What They Heard Stunned Them.
In a series of private meetings, the company consulted religious scholars to help instill morality into its A.I. models — and make the case that Claude could be conscious.
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Emily M. Bender @emilymbender.bsky.social · 3h
Ever since Spring 2023, when I was teaching a seminar on "Meaning Making with Artificial Agents" and it seemed like every day the news was talking about ChatGPT, I have been looking forward to the day when the era of AI hype is in the rearview mirror. >>
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Emily M. Bender @emilymbender.bsky.social · 3h
A year ago today, I was on my way to Dharamsala, India (via a 24 hour stop-over in Amsterdam to teach my classes online) for the Mind & Life Dialogue, a truly wonderful event. buttondown.com/maiht3k/arch... >>
buttondown.com
Reflecting on "AI" in the Himalayan foothills
By Emily The Himalayan foothills, as seen from the kora walk around the Dalai Lama’s temple complex Last week, I had the immense good fortune to participate...
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Emily M. Bender @emilymbender.bsky.social · 5h
That said, it feels off/sad that we have to start by creating zones where people are expected NOT to use the pervert glasses, or Apple watch always-listening tech, etc etc. OTOH, let's start somewhere!
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Emily M. Bender @emilymbender.bsky.social · 5h
The notion of "second-hand surveillance" (on analogy to second-smoke) seems powerful -- and more generally I really appreciate the idea of zones where one can be free of this. From @ajlunited.bsky.social www.offrecordzones.org >>
offrecordzones.org
Off Record Zones - Places Where Consent is Respected
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Emily M. Bender @emilymbender.bsky.social · 5h
Here's something, just dropped, too! www.offrecordzones.org From @poetofcode.bsky.social 's @ajlunited.bsky.social
offrecordzones.org
Off Record Zones - Places Where Consent is Respected
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Emily M. Bender @emilymbender.bsky.social · 7h
Yes, you are confused. Perhaps reading the rest of the thread you are replying to and/or the actual linked article would help.
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Emily M. Bender @emilymbender.bsky.social · 7h
but the work of @kirbyconrod.bsky.social and others has helped me understand that some intentional language change is important and beneficial. /fin
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Emily M. Bender @emilymbender.bsky.social · 7h
One of the very first lessons in Linguistics 101 is that descriptivism is our goal (studying how people talk, not how they should) and prescriptivism is bad (a kind of oppression/discrimination), >>
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Emily M. Bender @emilymbender.bsky.social · 7h
Is it through linguistic discrimination and stigmatization of patterns of language use, or through education (here's how to write about xyz to better inform the public/here's how to refer to people to show respect)? >>
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Emily M. Bender @emilymbender.bsky.social · 7h
As with just about anything else, it depends on both why and how the pressure for change is applied. Is it in the service of propaganda and nationalism or in the service of clarity and/or respect? >>
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Emily M. Bender @emilymbender.bsky.social · 7h
It's interesting to think through authoritarian pushes for language change, where the authoritarianism and the prescriptivism are both obviously bad, but then also reflect on cases where recommendations for deliberate language change can have positive impact. >>
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Emily M. Bender @emilymbender.bsky.social · 7h
This is a pretty abbreviated summary of that part of our conversation, but I think it gets the key points: >>
Screencap from linked article:

Bender told me that when there’s a push for a change in language, linguists always find it important to ask what it’s for — whether it’s serving propaganda or nationalism, or whether it’s genuinely helping people understand better or show respect, for example, with certain names and pronouns. 

“We’re interested in how people talk, not telling them how they should talk,” Bender said.
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Emily M. Bender @emilymbender.bsky.social · 7h
I've been talking to journalists a LOT recently, and it was particularly delightful to get to speak about questions of linguistics, language change and prescriptivism, for once: www.cnet.com/tech/service...
cnet.com
AI Is Not 'Super Intelligence.' Why No One Should Use Trump's Term - CNET
Commentary: Words evolve based on public use and technical precision, not because a president orders people to adopt them.
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
She/her publisher might appreciate receiving that link. Some publishers try to take action.
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
Yikes.
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
Thank you! I'm not sure where the one you had comes from, but I do see it around a lot. Maybe someone thought they were being "helpful" in uploading an open access paper.
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
(In this era of people flooding arXiv and other preprint servers with all kinds of nonsense, I think it's especially important to recognize the value of peer review, including by citing peer reviewed papers in their peer reviewed homes.)
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
I really appreciate this shout out! Also, I want to underscore that this paper has always been available as open access through the ACM Digital Library here: dl.acm.org/doi/10.1145/... >>
dl.acm.org
On the Dangers of Stochastic Parrots | Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency
You will be notified whenever a record that you have chosen has been cited.
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Reposted by Emily M. Bender
Emily M. Bender @emilymbender.bsky.social · 08/10/2026
This seems pretty close to what you'd expect an org called Democracy Now! to post to let us know they'd been kidnapped.
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
In case the above isn't clear, it's an awful film. buttondown.com/maiht3k/arch...
buttondown.com
A tale of two "AI" documentaries
By: Decca Muldowney and Emily M. Bender Emily was interviewed for two documentaries which premiered at Sundance this year: The AI Doc: How I Became an...
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
This seems pretty close to what you'd expect an org called Democracy Now! to post to let us know they'd been kidnapped.
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Reposted by Emily M. Bender
Jess Calarco @jessicacalarco.com · 08/10/2026
It's telling that men would rather try to invent tech to replace humans' role in caregiving than step up as equal partners in parenting. Telling, that is, in that it shows how financial capitalism and patriarchy work together to dissuade men from doing "unprofitable" labor, like the work of care.
X post from AI industry insider Alvin Sng :

My wife: Can you read our baby a book?
Me: I can just play an audiobook from my phone.
My wife: But then it won't be in your voice.
Me: I can train a voice model.
Parenting hits different when you work in Al.
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
Motivated reasoning will get one far (off course), it seems.
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
Perhaps you are unfamiliar with my work...
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Reposted by Emily M. Bender
Emily M. Bender @emilymbender.bsky.social · 07/10/2026
Hearing lots of discourse about "stochastic parrots" recently? Here's a discussion of the backstory, both of the phrase itself and what's going on now.
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Reposted by Emily M. Bender
Emily M. Bender @emilymbender.bsky.social · 07/10/2026
Okay, I propose a slogan for this: "Janky until proven functional, period." And note that that assumes HIGH standards for functionality, established in the specific use case.
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Reposted by Emily M. Bender
Emily M. Bender @emilymbender.bsky.social · 08/10/2026
Software engineering could and should be done with the same care as any other type of engineering. This is a post in honor of Margaret Hamilton (and also a subtweet of all vibe-coders everywhere).
Screencap

"“I fought to bring the software legitimacy so that it — and those building it — would be given its due respect, and thus I began to use the term ‘software engineering’ to distinguish it from hardware and other kinds of engineering, yet treat each type of engineering as part of the overall systems engineering process,” Hamilton told El Pais in 2018. “When I first started using this phrase, it was considered to be quite amusing. It was an ongoing joke for a long time. They liked to kid me about my radical ideas. Software eventually and necessarily gained the same respect as any other discipline.”"

Source: https://news.mit.edu/2026/margaret-hamilton-computing-pioneer-dies-1007
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
Instead, I guess troll believes that the anonymized, random self-proclaimed "internationally recognized expert" is the only credible voice here. That's a lot of faith to put in someone you don't know, just because you don't like something about the person they're speaking to.
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
So I guess all the "Cantor crackpots" would have to do is state that they are "internationally recognized experts" and then this troll would take them seriously? >>
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
This is keyed off of me sharing an email I received from a self-proclaimed 'internationally recognized expert' telling me that I'm all wrong and asking for my feedback on a ChatGPT generated document where they've laid out the case. >>
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
Don't feed the trolls, etc, etc, but some folks in my mentions are trying to ... talk some sense? ... in to this one and it's pretty funny. >>
Bsky interaction, with poster names redacted.

Troll: I dunno, if experts in one field frequently contacted me to tell me I was wrong about something in that field, I would probably look seriously into it.

But maybe that's just me.

Reply: You don't get emails from "experts" on their theory of how pi is actually a rational number then?


Troll: None like that from experts, but a lot from crackpots! 

The Cantor crackpots are the worst, I have to say.

When I get e-mail from experts, I listen to them.
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
Hard same: bsky.app/profile/emil...
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
Source: news.mit.edu/2026/margare...
news.mit.edu
Margaret Hamilton, computing pioneer who led software development for the Apollo program, dies at 90
Margaret H. Hamilton, a profoundly influential computer scientist best known for leading the software engineering team at MIT’s Instrumentation Lab during NASA’s Apollo program, died at age 90.
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Emily M. Bender @emilymbender.bsky.social · 08/10/2026
Software engineering could and should be done with the same care as any other type of engineering. This is a post in honor of Margaret Hamilton (and also a subtweet of all vibe-coders everywhere).
Screencap

"“I fought to bring the software legitimacy so that it — and those building it — would be given its due respect, and thus I began to use the term ‘software engineering’ to distinguish it from hardware and other kinds of engineering, yet treat each type of engineering as part of the overall systems engineering process,” Hamilton told El Pais in 2018. “When I first started using this phrase, it was considered to be quite amusing. It was an ongoing joke for a long time. They liked to kid me about my radical ideas. Software eventually and necessarily gained the same respect as any other discipline.”"

Source: https://news.mit.edu/2026/margaret-hamilton-computing-pioneer-dies-1007
141033322