Margaret Mitchell

Interdisciplinary researcher combining Machine Learning, Statistics, Linguistics, Cognitive Science, and Vision.
Focused on the long-term of AI and human values.

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-04-08

Study showing that ChatGPT can influence our moral judgments, and we underestimate how influenced we are. Highlights the need for education to help people better understand what these systems are doing.
nature.com/articles/s41598-023

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-04-08

Surprise FAccT acceptance on cool work led by @giadap on how ethics, law, and computer science intertwine in operationalizing Ethical AI in tech work. Stay tuned for the camera-ready! 🤓🥳
mastodon.social/@giadap/110032

Margaret Mitchell boosted:
C 🇵🇸🏳️‍⚧️BayesForDays@lingo.lol
2023-04-08

"A job's a job" and my students learn it's cool to boil glacial lakes to steal other people's art

Margaret Mitchellmeg@dair-community.social
2023-04-05

@willoremus misinfobouros

Margaret Mitchellmeg@dair-community.social
2023-04-05

@willoremus Thanks for this!
Also love the phrase "misinfo ourobouros"

Margaret Mitchell boosted:
Will Oremuswilloremus
2023-04-05

Asked for examples of sexual harassment at law schools, ChatGPT named a GW law prof accused of touching a student on a class trip to Alaska, citing a 2018 Washington Post story.

The law prof is real. The rest was made up.

We wrote about what happens when AIs lie about you: washingtonpost.com/technology/

Margaret Mitchellmeg@dair-community.social
2023-04-05

One good thing that these ChatLLM systems have done is bringing the word "ourobouros" into everyday conversation...

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-04-04

New great piece from Melissa Heikkelä where she explains 3 serious security issues with modern chatbots -- and there aren't working solutions for them yet. technologyreview.com/2023/04/0

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-04-03

🥳 We've released our Ethics & Society @huggingface Solstice Newsletter, this one focused on **openness** with ML, and the interplay with **safeguards**.
huggingface.co/blog/ethics-soc
Led by the amazing Irene Solaiman, check it out!

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-03-31

As I was privately babbling out my own diatribe on the FLI letter yesterday, I was honored to be pinged by @emilymbender and @timnitGebru about joining forces to put out coherent thoughts. Excited to be able to share it today.

There are clearly foreseeable long-term AI harms. To address them, regulatory efforts should focus on transparency, accountability and preventing exploitative labor practices.

dair-institute.org/blog/letter

Margaret Mitchell boosted:
2023-03-31

@emilymbender @timnitGebru @meg
Thank you for your statement.
It puts in a nutshell what's wrong with this letter:

"The letter addresses none of the ongoing harms from these systems, including 1) worker exploitation and massive data theft to create products that profit a handful of entities, 2) the explosion of synthetic media in the world, which both reproduces systems of oppression and endangers our information ecosystem, and 3) the concentration of power in the hands of a few people which exacerbates social inequities."

Margaret Mitchell boosted:
Prof. Emily M. Bender(she/her)emilymbender@dair-community.social
2023-03-31

Statement from the listed authors of Stochastic Parrots on the “AI pause” letter

dair-institute.org/blog/letter

"Regulatory efforts should focus on transparency, accountability and preventing exploitative labor practices."

With @timnitGebru @meg and Angelina McMillan-Major

Margaret Mitchell boosted:
Dr. Casey Fieslercfiesler@hci.social
2023-03-30

Well suddenly this feels relevant: A couple of years ago we published a paper about how qualitative researchers feel about the possibility of AI-assisted qualitative coding.

"While participants highlight the messiness and uncertainty of qualitative inductive analysis, they still want full agency over the process and believe that AI should not interfere."

dl.acm.org/doi/abs/10.1145/344

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-03-30

I talked to @pranshuverma about sex! But instead I was just quoted about the Eliza effect. Sex fail. Probably for the better. Great piece.
washingtonpost.com/technology/

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-03-30

I always read @kharijohnson & this piece w @willknight is helpful in explaining what happens next with AI.
"Going from text generation to taking actions on a person’s behalf erodes an air gap that has so far prevented language models from taking actions."
wired.com/story/chatgpt-plugin

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-03-30

Super helpful article about "the letter" from Chloe Xiang!!
Makes the connection to longtermism that some have been confused about as well.
vice.com/en/article/qjvppm/the
Also:
"It's essentially misdirection: bringing everyone's attention to hypothetical powers and harms"-
@SashaMTL

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-03-30

A chatbot that uses GPT-J has now led to at least 1 reported suicide.
brusselstimes.com/430098/belgi

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-03-28

NEXT ethics-relevant thing I'm excited about @huggingface is we've created a "Not-For-All-Eyes" tag that can be used to tag Datasets, Models, and Spaces (demos). It's similar to "NSFW", but different.

What's the diff? 🧵

Screenshot showing:

Not-For-All-Eyes 

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Margaret Mitchell boosted:
2023-03-28

An interesting subtle bias in our image generators: the American smile

medium.com/@socialcreature/ai-

Margaret Mitchell boosted:
mmitchell_aimmitchell_ai
2023-03-22

I've been having tons of fun working with @SashaMTL, @yjernite and Christopher Akiki on bias exploration tools for generative AI.
Today, we share some of our results.
Thanks for the reporting from
Melissa Heikkilä!

technologyreview.com/2023/03/2

Paper: arxiv.org/abs/2303.11408
Tools: huggingface.co/spaces/society-

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