Emily M. Bender

Professor of linguistics at the University of Washington

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

Articles & links

Emily M. Bender reposted
Hypervisible @hypervisible.blacksky.app

“The message that I always bring when I have a chance is that, when the text that comes out of one of these systems makes sense, it’s because we are making sense of it. This is also in the stochastic parrots paper.”

What Emily Bender Really Meant by "Stochastic Parrots" spectrum.ieee.org
AI Weekly's analysis
  • Bender says the 'stochastic parrots' metaphor was meant to describe large language models specifically, not all AI systems.
  • The 2021 paper was co-authored with Timnit Gebru and Margaret Mitchell, both later fired by Google before its publication.
  • Bender says the paper's biggest omission was the exploitative labor practices underlying large language models.
Read full analysis →
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Emily M. Bender reposted
Charles Logan @charleswlogan.bsky.social

A new project educators can use to teach the many ways AI resistance takes shape: "Now people around the world are mobilizing to resist the empires of AI and to nourish visions of the future that work for all of us. Amid an onslaught of negative news, this project centers hope."

The AI Resist List airesistlist.org
AI Weekly's analysis
  • Karen Hao launched the AI Resist List on the one-year anniversary of her book Empire of AI as a publicly accessible, community-contributed database.
  • The database organizes entries by 'Pillars of Support' sustaining AI empires, a framework adapted from Choose Democracy's authoritarianism resistance model.
  • Entries span labor actions, legal challenges, and grassroots campaigns across gig work, healthcare, education, and law enforcement sectors.
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"Even if the Microsoft Office team employed a philosopher who said you shouldn’t be so certain, because consciousness is not well understood, that would not be sufficient reason for you to take this idea seriously." www.theatlantic.com/philosophy/2...

No, Artificial Intelligence Is Not Conscious theatlantic.com
View on Bluesky · ♥ 149 ↻ 42 ↩ 4 · 14 from the directory shared this · 35d ago

Are you annoyed with the anthropomorphizing language being used in the "AI" discourse, but not sure how to talk about this stuff without it? @nannainie.bsky.social and I have got you covered: buttondown.com/maiht3k/arch...

How to talk about buttondown.com
AI Weekly's analysis
  • The guide covers six language categories: cognition, emotion, communication, agency, human-role analogies, and biological metaphors.
  • Proposed substitutions include 'probabilistic automation' for 'artificial intelligence' and 'conversation simulator' for 'chatbot.'
  • Rephrasing 'ChatGPT assisted students' as 'the students used ChatGPT' is given as an example of restoring human accountability.
Read full analysis →
View on Bluesky · ♥ 321 ↻ 151 ↩ 12 · 9 from the directory shared this · 13d ago

When people ask me what the phrase "artificial intelligence" means, my short answer is, it means "venture capitalists, give me some money". But OUP asked me for a longer answer, given here and summarized in the section headings: doi.org/10.1093/9780...

doi.org
View on Bluesky · ♥ 594 ↻ 207 ↩ 15 · 2 from the directory shared this · 10h ago

Recent commentary

A phenomenon I've noticed recently is people trying to occupy some untenable middleground wrt to the use of systems sold as "AI" -- this is a position where people try to recognize the harms of this tech but also hold space for "responsible" or "ethical" use. 🧵>>

View on Bluesky · ♥ 460 ↻ 210 ↩ 14 · 15d ago

So many conversations where otherwise serious people throw around the term "AI" without defining it, despite it being notoriously ill-defined. Thinking about why this might be >>

View on Bluesky · ♥ 305 ↻ 66 ↩ 11 · 7d ago

Just came across (via a citation alert) a new paper that purports to be a thematic synthetisis of the academic literature on ethical issues of LLMs. It doesn't cite Stochastic Parrots. >>

View on Bluesky · ♥ 117 ↻ 23 ↩ 5 · 17d ago

So Anthropic decided that "let's pause now" was tired and is instead talking about *planning* for a "pause" in the future in case of (lol) self-improving "AI". ... and NPR at least is platforming this nonsense credulously. >>

View on Bluesky · ♥ 123 ↻ 19 ↩ 5 · 33d ago

Don't illustrate posts about The AI Con or any of my work with slop (aka synthetic images) challenge: Level impossible, it seems alas. w/ @alexhanna.bsky.social

View on Bluesky · ♥ 65 ↻ 6 ↩ 1 · 37d ago

Should I listen to an hour of Hinton unhinged ("AI is already conscious") or nah?

View on Bluesky · ♥ 26 ↻ 2 ↩ 11 · 32d ago

I am getting so many spam emails about book clubs asking to feature The AI Con -- which of course they could do without asking me, so these are clearly paid promotional "opportunities". But I've got to wonder, do these book clubs have any real members?

View on Bluesky · ♥ 27 ↻ 0 ↩ 7 · 15d ago

Thought upon reading* a review of our book illustrated with an obviously extruded image: (*didn't really read it, because ai;dr -- skimmed down to where the author purported to give their "honest opinion") >>

View on Bluesky · ♥ 26 ↻ 1 ↩ 3 · 2d ago

Heading to #ACL2026 to present at the BATCH workshop. Joint work with Clémentine Bleuze, Fanny Ducel, Aurélie Névéol, and Karën Fort: The Umbrella Coup: Alignment, LLMs, and the Misdirection of Ethics Discourse in NLP See you there? ☂️☂️☂️

View on Bluesky · ♥ 22 ↻ 4 ↩ 0 · 5d ago

The @uwnews.uw.edu daily digest email this morning is a study in AI hype 🧵>>

View on Bluesky · ♥ 14 ↻ 4 ↩ 1 · 13d ago

In Emily M. Bender's orbit

Center = Emily M. Bender. Left = members they follow (green edges). Right = members who follow them (blue edges). Top = mutual follows (orange edges, slightly larger). Drag any node to reposition; click to open that profile.