Dr. Joy Buolamwini
@jovialjoy
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Media
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Founder Algorithmic Justice League @AJLUnited | -Bestselling Author of Unmasking AI 📚 Read Here:
United States
Joined January 2009
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Pinned Tweet
🚨Mark your calendars! On October 31st, my first book "UNMASKING AI: My Mission to Protect What is Human in a World of Machines" will be published by
@penguinrandom
. 3 years in the making, UNMASKING AI is the most revealing work I have produced thus far.
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@60Minutes
producers spoke to me for many hours. I even spent additional time building a custom demo for
@andersoncooper
and made recommendations on research to include and subjects to interview with emphasis on the stories of the
#excoded
who have been falsely arrested. 1/n
@csdoctorsister
@STEMhasSoul
@60Minutes
@jovialjoy
@timnitGebru
@rajiinio
I found it fascinating that they didn't speak to any Black women who work in this space.
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“I was having contractions in the holding cell. My back was sending me sharp pains. I was having spasms. I think I was probably having a panic attack,” said Ms. Woodruff, a licensed aesthetician and nursing school student. “I was hurting, sitting on those concrete benches.”…
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The wait is ALMOST over...
@CodedBias
on
@netflix
April 5th -available worldwide in 20 languages!
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Robert Williams wrongly arrested in front of family due to a false facial recognition match; 30hrs detained. As a black man accosted by police the outcome could have been fatal & still the consequences of face misidentification are indelible& irreversible
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The rumors are true! This poet has her
@MIT
PHD, submitted on 1/11/2022. I took the long road via
@GeorgiaTech
@UniofOxford
@EmoryUniversity
+
@medialab
w/incredible guides
@EthanZ
@LatanyaSweeney
Hal Abelson +
@kanarinka
. Next: Executive Director of
@AJLUnited
+ [suggestions]?
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I created"AI, Ain't I A Woman " - a spoken word poem to highlights ways in which AI can misinterpret the images of iconic black women including
@Oprah
,
@serenawilliams
,
@MichelleObama
, and Sojourner Truth.
Learn More at
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There was an interview scheduled and on my way to receive a COVID19 test I got a last minute notification that the interview had been canceled before I even reached the destination. It recalls to mind how
@reshmasaujani
and
@GirlsWhoCode
were handled by
@60Minutes
. 2/n
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@timnitGebru
@JeffDean
To be bold, to be honest, to know your worth, to speak up for others, to do the thankless work, to pioneer the way, to suffer no fools, to be all they could only wish to be, wrapped in black womanhood is an affront to those who would rather see us cower than own our power 1/n
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Notice the white mask registers as a face even on the cover of the book.
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I was glad to see the work of
@ClareAngelyn
highlighted as it rightfully should be. From a public education standpoint I am not clear why
@60Minutes
did not include any of the results from the Dec 2019
@NIST
study.
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@AJLUnited
we will continue to do the work and also speak out against the continual erasure of our voices, our research, and our lives.
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🚨READ MY NEW OP-ED in
@TheAtlantic
🚨 “The
#IRS
Should Stop Using
#FacialRecognition
: Taxpayers should be wary of the U.S. government for pushing
@IDMe
’s face-based biometric technology on them
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Shoutout to
@shalinikantayya
for her tireless work directing the documentary film
@CodedBias
which centers the lives and voices of the excoded and people negatively impacted by
#facialrecogntion
. Shout out to
@naacpimageaward
for using your platform to celebrate the marginalized.
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So much wasted time fighting erasure. For all we have done via
@AJLUnited
, I still wonder where we could be with full energy.
#CodedBias
#VoicingErasure
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Excited to share I am on the
#TIME100Next
: a list of rising stars who are shaping the future of their fields
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@Simone_Biles
Generating Outstanding Awareness Tenaciously! This week the world witnessed a great maneuver- The Biles Refusal - executed by saying no to golden promises to say yes to priceless health - delivered with grace. Thank you for your life affirming example. Courage Personified. 🔥🔥🔥
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I love the poetic Justice of my dear friend
@timnitGebru
launching
@DAIRInstitute
a year after her unconscionable firing. Yes to build the world we wish to see. Yes to new research paradigms! Yes to epic collaborations.
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I am looking forward to this meeting with
@POTUS
on the dangers of AI and what we can do to prevent harms already impacting everyday people seeking mortgages and housing, in need of medical treatment, encountering workplace surveillance, & more
@AJLUnited
Biden to meet with experts about the dangers of AI on visit to San Francisco
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@timnitGebru
@JeffDean
I have your back as you have always had mine. You are brilliant and respected. You listen to those others readily ignore. You ask hard questions not to advance yourself but to uplift the communities we owe our foundations. I am proud to call you leader mentor friend sister 2/n
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Thank you
@FastCompany
for featuring my journey and the work of
@AJLUnited
on the cover of the
#FCCreativePeople
issue! Shout out to for the incredibly memorable socially distant photo shoot. Read more here:
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It is almost showtime! What do you want
@POTUS
to know about AI dangers and what should
@WhiteHouse
do to prevent harmful uses of AI?
#BidenAIRoundtable
@AJLUnited
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I never imagined being featured alongside
@Beyonce
in any magazine let alone
@harpersbazaarus
during the celebration of her 40th birthday! More to come with the
#DecodeTheBias
@olay
campaign to raise awareness about
#CodedBias
+
#FaceTheSTEMGap
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.
@CodedBias
is trending on
@netflix
! Help
@AJLUnited
do a crowd audit and post the promo image you see for
#CodedBias
@schock
@ruha9
@rajiinio
@timnitGebru
@mmitchell_ai
@merbroussard
@math_rachel
@safiyanoble
@sandylocks
@onekade
@BrendaDardenW
@EthanZ
@mathbabedotorg
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In
#UnmaskingAI
, I write about the need for deep data deletion because there are core datasets (like LAION-5B) that are not only created without permission or compensation, but they are also composed of links to illegal imagery. Any company adopting tools built on exploitative…
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Getting ready to testify at Baltimore Public Safety Hearing in support of citywide ban on Face Surveillance in my capacity as
@MIT
based algorithmic bias researcher who happens to be the founder of
@AJLUnited
...
@Combsthepoet
@alcu
@fightfortheftr
@GeorgetownCPT
@civilrightsorg
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In 2016 when I mentioned intersectionality to computer scientists, I would get blank looks. Now in 2019 we have machine learning researchers citing Sojourner Truth and Audre Lorde ?!?
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Breaking news! San Francisco ban on facial recognition technology (criminal context) passes 8 to 1
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@timnitGebru
@JeffDean
When institutions try to cut your knees into submission, twist our tongues with omissions, the excoded, the allies, the insiders, the outsiders, we all must rise not just for the one but for all those now and to come who have the courage to face the Coded Gaze 3/n
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Watching today's hearing on AI took me back to my first congressional hearing in 2019. I am even more grateful to the late
@RepCummings
for convening a hearing on the civil rights implications of an evolving AI-based technology -
#facialrecognition
. Future hearings on the dangers…
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New
@MIT
study shows gender and racial bias in
@amazon
Rekognition AI product -100% accuracy on pale males vs 69% accuracy on women of color
- Study link
@ACLU
@Data4BlackLives
@black_in_ai
@medialab
@AIESConf
@AINowInstitute
@AOC
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"This is just one example of the ways that harmful artificial intelligence systems are being rolled out in everything from the criminal legal system to employment decisions to who gets access to housing and social benefits," said
@schock
,
@ajlunited
director of research + design
The algorithm, known as Pattern, overpredicted the risk that many Black, Hispanic and Asian people would commit new crimes or violate rules after leaving prison.
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BREAKING: Facial Recognition and Biometric Technology Moratorium Act of 2020 announced. Now is the time to act and make sure the face is not the final frontier of privacy or they key to erase civil rights!
@AJLUnited
@ACLU
@fightfortheftr
@NAACP_LDF
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We rolling!
“
@safiyanoble
,
@timnitGebru
,
@jovialjoy
,
@ruchowdh
, and Gangadharan have been calling for regulation for years, as soon as they saw the harm automated systems have on marginalized communities and people of color. But now that those harms could extend to the broader population,…
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The irony is a suggested they interview Patrick and include
@NIST
research.
@60Minutes
producers were not aware of the significance of that work until I brought it up. I didn’t think they would then erase me. Thank you
@mattmay
for the proactive steps you layout.
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Finished
#TheCrown
? See how my squad takes on imperial tech powers. Watch
#CodedBias
here Highlighting
@timnitGebru
@rajiinio
@HeyTranae
@safiyanoble
@zeynep
@amywebb
@merbroussard
@mathbabedotorg
@mr_dsantos
@Amazon
@IBM
@Microsoft
@AJLUnited
@AOC
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Tomorrow on my 29th Birthday, I will present my research on algorithmic bias and
#SafeFacePledge
at the World Economic Forum. Watch live at 11am ET Jan 23
@AJLUnited
@medialab
@civicMIT
@wef
@FordFoundation
@GeorgetownCPT
@black_in_ai
#WEF19
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As I like to say-If you have a face, you have a place in the conversation about how AI shapes our lives. Watch
@IndependentLens
’
#CodedBiasPBS
Monday, March 22 on
@PBS
Join the conversation by sharing your story of
#CodedBias
with
@AJLUnited
at:
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Morning Reflection.I approached
@washingtonpost
with an op-ed about the IRS & . It was rejected with less than 10 words. Thankfully
@TheAtlantic
picked it and published it to great impact. This week WaPo editorial board writes a somewhat similar op-ed. 1/N
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So grateful to share the
@EFF
pioneer award with
@timnitGebru
and
@rajiinio
who have stood by my side for both the rain and the sunshine.
#WerkHardPlayHard
#BetterTogether
#FaceQueens
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"...What is the difference between overpolicing in minority neighborhoods and the bias of the algorithm that sent officers there? What is the difference between a segregated school system and a discriminatory grading algorithm?" -
@rajiinio
Must read!
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My op-ed for
@TIME
Magazine's Optimist issue guest edited by
@ava
is online today and in print tomorrow! -
@AJLUnited
@GeorgetownCPT
@ACLU
@EFF
@black_in_ai
@Data4BlackLives
@BlackGirlsCode
@MIT
@mit_cmsw
@civicMIT
@mitsap
@timnitGebru
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✨TONIGHT on
@PBS
✨ As we celebrate
#WomensHistoryMonth
, I am so honored to share the screen with these phenomenal women
@timnitGebru
@rajiinio
@mathbabedotorg
@merbroussard
@silkiecarlo
@PopTechWorks
@AOC
on
@IndependentLens
#CodedBiasPBS
. Follow
@AJLUnited
for more.
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.
@60Minutes
Nearly a year ago
@CBS
expressed support for
#BlackLivesMatter
. Will you condemn symbolic annihilation , black exploitation, and black erasure to put your words into action?
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I'm excited to announce I'm a 2020
@InsideNatGeo
Emerging Explorer! To learn more about my work & the other Emerging Explorers, read:
Register to attend the "Emerging Voices in Exploration" free, virtual event on Oct. 1. 💛🌏🌍🌎
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Essential Reading from
@Combsthepoet
"Numerous studies have shown that facial recognition algorithms exhibit systemic racial and gender bias. Detroit’s police chief openly admitted that their software is wrong up to 96 percent of the time."
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The FacePurge should continue! Years of ongoing pressure internally and externally has been instrumental in pushing for the deletion of faceprints collected clandestinely.
@AJLUnited
@fightfortheftr
@Data4BlackLives
@ACLU_Mass
@EFF
@epic
@ColorOfChange
@mediajustice
1/n
My jaw dropped to the floor when I got this news. Facebook is shutting down the facial recognition system that it introduced more than 10 years ago and deleting the faceprints of 1 billion people:
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For all who have been asking, you can finally watch
#CodedBias
- the film that shows the origins of
@AJLUnited
and chronicles my journey alongside other pioneering women fighting for algorithmic justice
@black_in_ai
@Data4BlackLives
@datasociety
@AINowInstitute
#HotDocs2020
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Don’t Let the Government Snatch Your Face. It starts with
@IDMe
& giving away our face to access our taxes, and where does it end? Fight for the right to NOT use biometric tech at all. Sign the
@fightfortheftr
led petition!
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I am encouraged by continuing actions from the
@WhiteHouse
to address AI discrimination, bias, harms, and risks. The voluntary commitments announced today must be a precursor to sorely needed legislation. The companies making these commitments cannot be allowed to check their…
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The IRS is still using IDme for access to critical tax services...IDme requires you to give up your right to join a class action lawsuit even if your face data is stolen or you are accused of fraud. We deserve better. - Learn more in my open letter here:
It's 💸 tax season &
@AJLUnited
is launching the
#NoCaseNoFace
campaign.
🆘No private company should handle your data & waive your legal rights. This is what happens when you sign up as a new user to access your taxes via IDme.
📨Share your story
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I just made it to NYC for the News and Documentary Emmys- still digesting the immense reach of
@CodedBias
spotlighting
@AJLUnited
and feeling grateful for the nomination.🔥.The count down to Thursday begins…
@TelevisionAcad
#Emmys2022
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🚨MARK YOUR CALENDARS - Oct 31st: No matter who you are, or what you look like, I invite you to join the fight for algorithmic justice. Learn more in my book UNMASKING AI. Get your masks ready! 🔥 H/T to
@schock
for the awesome music for the trailer + blurbs from
@mariaressa
…
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Join
@AJLUnited
in telling
@CBS
@60Minutes
@andersoncooper
to
#CiteBlackWomen
including
@timnitGebru
@rajiinio
@Combsthepoet
& me,
apologize for erasure, and commit to a follow on segment that elevates algorithmic harms.
📝Sign the petition here:
Image
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#ad
As part of
@Olay
’s
#FaceTheSTEMGap
mission, I’m making an appearance on
@Jeopardy
to raise awareness for the gender gap in STEM careers. Let’s see if you can get all the correct responses in my category: Math in the World Tonight!
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This weekend I finished recording the audiobook for Unmasking AI and used the extra studio time for some fun! You can preorder the audiobook via
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In 3 letters to FBI , FTC, & EEOC provided to TechCrunch,
@KamalaHarris
along w/ other notable legislators, pointed out recent research showing how facial recognition can produce or reinforce bias, or misfire.
@medialab
#gendershades
impact
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#sponsored
Despite biases, zip codes, tests designed to see us fail, we thrive. I'm partnering with
@OlaySkin
because we are not the exception, and we refused to be minimized. Imagine a world where we're maximized
#OlayMax
#FaceAnything
💪🏿
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When we fight! We win🏅
@AJLUnited
@fightfortheftr
@schock
@Combsthepoet
@aaminahm
and more! This is only the beginning…
I don't believe it's linked on the IRS website, but here's the agency's statement today on abandoning and third-party facial recognition in general.
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🚨 OPED Alert!
@AJLUnited
is starting off the new year with
@nytimes
@NYTimesOpEd
on how the federal government can strengthen guidance to prevent AI harms and irresponsible law enforcement use of AI
What they got right-
⏰ TIME CONSTRAINTS
technologies that are not shown fit…
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So disappointing to hear "underrepresented communities" positioned as uninterested in artificial intelligence. Why make one's own disinterest the representation for such a broad range of people who everyday push back on harms and seek benefits? May the 4th be with us
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This is the panel I have been waiting to see! Catch the
@AJLUnited
@AAPolicyForum
@CodedBias
screening & panel Wed 3/31 ahead of the
@netflix
release.
We’re thrilled
@CodedBias
will stream globally on
@Netflix
, April 5th! 🎬
This Wed 3/31, join AJL +
@aapolicyforum
for a
#CodedBias
screening & cast panel w/
@mathbabedotorg
,
@jovialjoy
,
@timnitgebru
,
@ruha9
,
@heytranae
, moderated by
@sandylocks
RSVP🎉:
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Unmasking AI is now a National Bestseller! Check out the
@cwclub
book talk conversation on the future of AI with
@sama
CEO of
@OpenAI
and me . Help keep the momentum going. Grab your copy of the book, download the audiobook, and caption this photo!
#UnmaskingAI
1/n
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@FortuneMagazine
Thank You! My journey made possible by
@civicMIT
@FordFoundation
, fortified by fellow warriors including
@timnitGebru
@EthanZ
@schock
@rajiinio
@Sifill_LDF
@JuliaAngwin
@onekade
@safiyanoble
@merbroussard
@jevanhutson
@red_abebe
@ruchowdh
@smithmegan
@ruha9
With her influence on the A.I. revolution,
@JovialJoy
is changing the world. That's why she's on Fortune's World's Greatest Leaders list.
#FortuneLeaders
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🔥 🔥 🔥
@timnitGebru
@ruha9
@safiyanoble
speaking at the inaugural panel to launch
@ssrc_just_tech
. Tune in!
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📢 BREAKING. Informative:
Senators send letters to the Department of Homeland Security, Department of Justice, Department of Defense, Department of Interior, Department of Health and Human Services, to end use of
#facialrecognition
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We are pleased to announce that our founder Dr. Joy Buolawmini (
@jovialjoy
) is on
@TIME
's TIME100 AI of 2023!
Congrats to her and the other 99!
#Time100AI
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@timnitGebru
@rajiinio
@medialab
@AJLUnited
@FAccTConference
@Timnit
@MIT
I remember on of my peers now a professor asking if I really wanted to do AI work because it involves math. It’s so easy to get blocked before you start when you don’t look the part. It’s so easy to be discouraged when your focus falls outside of the mainstream. But we need you!
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What we must keep in mind is just like when we see instances of police brutality this example cannot be reduced to a case of one bad algorithm. Instead what we are seeing is just a glimpse of how systemic racism can be encoded and reflected in AI systems.
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✨PREMIERE DAY ✨ Watch Coded Bias virtually
@MetrographNYC
. Tix: …
Celebrate tonight, 8pm ET! 🎉 LIVE Q&A w/Dir.
@shalinikantayya
,
@jovialjoy
,
@mathbabedotorg
,
@HeyTranae
&
@mr_dsantos
, moderated by
@WIRED
's
@sidneyfussell
RSVP:
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Keynoted the Women’s Leadership Conference & had the honor of giving
@MargaretAtwood
a signed copy of Unmasking AI! Her wit and insight moved thousands of women enchanted by her presence. Caption This!
@randomhouse
@ajlunited
#MassWomen
#UnmaskingAI
#intergenreational
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1/2 Racially biased tech, sexist coverage:
@AJLUnited
responds to exclusion of women researchers in recent article on bias in voice recognition technology. Take a listen to "Voicing Erasure" featuring
@allisonkoe
@sandylocks
@schock
@ruha9
@safiyanoble
@smithmegan
#CodedBias
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🚨 Don’t miss my feature on
@PivotPod
with
@karaswisher
+
@profgalloway
. We discuss my first book
#UnmaskingAI
and my recent conversation with
@sama
. Take a listen to the podcast, grab a copy of the book, and download the audiobook for some holiday downtime.…
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This analysis of the Gender Shades paper seems to miss how it has been employed to shift policy + industry practices contribute to legislative wins against harmful tech, & expose the lie of technical superiority of AI powered systems and their makers.1/n
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I can’t wait to share the recap of my conversation with
@sama
moderated by
@dseetharaman
of
@WSJ
for the San Francisco leg of the
#UnmaskingAI
Book tour. We explored views on immediate harms and x-risk, regulation, deep fakes
the future of AI, and what
@openAI
and other…
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I hope
@washingtonpost
will do better in the future, and I call on the org to share publicly the demographic breakdown of the authors they publish. Specifically I want to know how many op-eds, by Black authors they have published since 2020 and how that breaks down by gender. 3/N
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So thrilled to share the new
@AJLUnited
website & start 2020 with the support of
@schock
@timnitGebru
@rajiinio
@red_abebe
@mathbabedotorg
@ruha9
@ruchowdh
@merbroussard
@EthanZ
@YESHICAN
@mer__edith
@black_in_ai
@FordFoundation
@macfound
stay tuned...
We’re excited to announce the launch of the Algorithmic Justice League’s new website! Still at . Shout out to
@casabluestudio
for working with us on the site re-launch. •
#CodedBias
#ArtificialIntelligence
#InclusiveTech
#AJL
#AlgorithmicJusticeLeague
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Recording the audiobook for Unmasking AI this week!
@randomhouse
💯 Human. Happy
#NationalReadABookDay
!
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"Parks’ attorney argues that police and prosecutors — armed with only the facial recognition evidence from New York-based company Clearview Al — relentlessly pursued his client for nearly a year."
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"The study, which took an unusually comprehensive approach to measuring bias in speech recognition systems, offers another cautionary sign for A.I. technologies rapidly moving into everyday life."
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Glad to have my work based at
@civicMIT
under the direction
@EthanZ
defended. The silence of institutions that benefit from my successes has been disappointing, but I am hopeful those doing AI Bias work will continue even with powerful opposition.
@medialab
@MIT
@Joi
@black_in_ai
Confronted with criticism of biases in facial analysis algorithms, Amazon seems totally unwilling to learn from peer-reviewed science:
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😎Don't missed my
@WIRED
op-ed on AI and biometrics:
"Parents will fight to protect the right for children to be 'biometric naive', which is to have none of their biometrics such as faceprint, voiceprint, or iris pattern scanned and stored by government agencies, schools, .. "…
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2022 is going to be a big year for algorithmic justice! Embrace Refusal...more to come.
Proctorio lost!
The Court of Appeal quashed Proctorio's appeal in full, with reasons to follow. ⚖️
Thank you so much to everyone who supported me in defeating Proctorio today.
The Protection of Public Participation Act hearing will proceed from February 7th to 11th, 2022.
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Thank you
@alfredwkng
. This is a collective effort by not only researchers, but also civil liberties organizations, activists, employees, and shareholders applying pressure coupled with the tragic death of
#GeorgeFloyd
and tardy corporate acknowledgment that
#BlackLivesMatter
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Glad to see
@hare_brain
and others in the UK calling out the dangers of facial recognition technology. What kind of a society do we want to be living in?
“The face could become the final frontier of privacy… what kind of society do we want to be living in?”
- Joy Buolamwini, founder of the Algorithmic Justice League, reflects on facial recognition technology
#newsnight
|
@jovialjoy
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Read
@EthanZ
’s powerful reflection.
@AJLUnited
is possible because Ethan held space for me to explore and grow in my ongoing journey to live out my calling. I hope more students have the honor of working with advisors who are willing to both listen and challenge. 1/n
Hope and Joy: The defenses of two remarkable doctoral students get me thinking about teaching, technology and strategies to change the world: Hey
@jovialjoy
and
@alexishope
, this is about you. And you're in there,
@Sifill_LDF
. And you too
@chels_bar
.
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