In an increasingly data-driven, automated world, the question of how to protect individuals’ civil liberties in the face of artificial intelligence looms larger by the day. Coded Bias follows M.I.T. Media Lab computer scientist Joy Buolamwini, along with data scientists, mathematicians, and watchdog groups from all over the world, as they fight to expose the discrimination within algorithms now prevalent across all spheres of daily life.
While conducting research on facial recognition technologies at the M.I.T. Media Lab, Buolamwini, a “poet of code,” made the startling discovery that some algorithms could not detect dark-skinned faces or classify women with accuracy. This led to the harrowing realization that the very machine-learning algorithms intended to avoid prejudice are only as unbiased as the humans and historical data programming them.
Coded Bias documents the dramatic journey that follows, from discovery to exposure to activism, as Buolamwini goes public with her findings and undertakes an effort to create a movement toward accountability and transparency, including testifying before Congress to push for the first-ever legislation governing facial recognition in the United States and starting the Algorithmic Justice League. The film also includes data journalist Meredith Broussard; Silkie Carlo, director of Big Brother Watch, who is monitoring the trial use of facial recognition technology by U.K. police; Virginia Eubanks, author of Automating Inequality; Ravi Naik, human rights lawyer and media commentator; Dr. Safiya Umoja Noble, author and expert on algorithmic discrimination and technology bias; and Zeynep Tufekci, author of Twitter and Teargas.
The Filmmaker
Shalini Kantayya’s Coded Bias premiered at Sundance, was Emmy-nominated for Outstanding Science and Technology Documentary and a Critics’ Choice Award. Her debut feature, Catching the Sun, was released on Netflix and named a NY Times Critic’s Pick. Her recent film TikTok, Boom. was nominated for the Grand Jury Prize at 2022 Sundance Film.
Editors
Alexandra Gilwit
Zachary Ludescher
Shalini Kantayya
Visual Effects
Zachary Ludescher
Alexandra Gilwit
Original Score
Katya Mihailova
Featuring
Meredith Broussard
Joy Buolamwini
Silkie Carlo
Icemae Downes
Virginia Eubanks
Griff Ferris
Manuel Victor Frederick
Timnit Gebru
Mark Houldin
Jenny Jones
Patric Tariq Mellet
Tranae Moran
LaTonya Myers
Ravi Naik
Safiya Noble
Cathy O’Neil
Mona Patel
Deborah Raji
Daniel Santos
Mona Sloan
Megan Smith
Kiri Soares
Zeynep Tufecki
Amy Webb
Post-Production Services
Dakoit Pictures
Associate Producer
Kathryn Henderson
Archival Research
Mattie Akers
Sheila Maniar
Christopher Seward
Paul Rachman
Kurt Engfuhr
Story Editors
Assistant Editor
Kathleen Caldwell
Additional Camera
Derek Janniere
Derek Wiesehahn
George Wieser
Beau Grantland
Brad Sunness
Eric Phillips-Horst
Wolfgang Daniels
Gabriel Rubin
Jen Atalla
Bowie Alexander
Nicole Salazar
Audio Post Facility
Splash Studios, NYC
Consulting Producer
Karin Hayes
Additional Visual Effects
Gavin Guerra
Camera Assistant
Chantal Arslan
Sound Recordist
Jim Keaney
Mike Bono
Ted Passon
Live Projection Team
Jason Batcheller
Seth Kirby
Bill Moore
Zach Slocum
Studio
Ruby Bird Studios Brooklyn
First Production Assistants
Enosa Ogbeide
Mayukha Karnam
Production Assistants
Esme Isabel Auster
Abbie Jones Hornburg
Voiceover Talent
Tate Hanyok
Dolly Services
Jimmy Day
Performance Artists
Janell Williams
Stephanie Browne
Rebecca Handler
Big Brother
John Casey
Recording Musicians
Guitar - Chris Petti
Violia - Alex Tyfer and Eugene Grach
Viola - Daniel Lay, Maxim Levin
Cello - Marta Bagratuni and Kumhee Lee
Double Bass- Len Slutski
Piano - Katya Mihailova
Music by GIGI Services
Additional Mixing by
Chris Petti
Sound Engineering Creekside Studios
China Unit
Hangzhou Field Producer
Casey Homovich
Camera Operator
Yang Yang
Jay Wu
Sound Recordist
He Junyi
United Kingdom Unit
London Field Producer
Mike Beddoes
Camera Operator
James Heaphy
William Hadley
Camera Assistant
Maxmilian Skach
Sound Recordist
Alex Purkiss
Runner / Driver
Dana Myzer
South Africa Unit
Cape Town Field Producer
Antoinette Engel
Sound Recordist
Zahir Isaacs
Bookkeeping
Inga Eilenkrig
Accounting
Mainline Partners
Publicist
The 2050 Group
Speaking Agent
Lavin Agency
Impact Producer
Locsi Ferra
Poster Design
Pablo Londero
Distribution Advisory Services
Cinetic Media
Clearance Counsel
Donaldson + Callif, LLP
Distribution Counsel
Granderson Des Rochers, LLP
Archival Footage
CBS/Veritone
Dartmouth College Library
Democracy Now
Getty Images
Shutterstock
Music
“On The Beautiful Blue Danube” and "An der schönen blauen Donau", Op. 314
Written by Johann Strauss II
Performed by English Session Orchestra
"Clair de Lune" Suite Bergamasque
Written by Claude Debussy
Performed by Katya Mihailova
“Coded Bias” Theme Song
Vocals by Naiika Alfred
Mix and Mastering Chris Petti
Lyrics by Joy Buolamwini, “AI, Ain’t I a Woman"
Special Thanks
AfroPunk
A.I. Now Institute
Samantha Bates
Zeph Capo
David Caroll
Fitzroy Christian
Hannah Couchman
Diamond Crawford
Kade Crockford
Siyabulela Daweji
Paul-Olivier Dehaye
Stephanie Dinkins
Katie Evans
Rodney Evans
Firelight Media Lab
Gabriel Florenz
Georgetown Center on Data and Privacy
Megan Goulding
Habitas Taila Hewitt
Nicole Hughes
Jordan Iturbido
Grey Jabesi
Michael Jones
Samar Katnani
Jamie Kingston
Stephanie Lechicha
Massachusetts Institute of Technology
Yolanda Navarro Middle School
William Moore
Mutale Nkonde
Wandisile Nqeketho
Robert Lee Parr
Juan Pablo Dominguez
Pioneer Works
Rane Riley-Walker
Cansu Safar
Hanna Sassaman
Eric Sears
Cynthia E. Smith
Eric Shine
Morgan Swan
Rahdi Taylor
TEDFellows
TEDResidency
University of California, Los Angeles
University of North Carolina
Yarn Labs
Lynne E. Zalesak
Fiscal Sponsor
Women Make Movies
Funding Provided by
Ford Foundation | JustFilms
Alfred P. Sloan Foundation Film Program
Chicken & Egg Pictures
Sundance Institute Documentary Film Program
Jerome Foundation
Original Series Funding Provided by
The Corporation for Public Broadcasting
John D. and Catherine T. MacArthur Foundation
Wyncote Foundation
The National Endowment for the Arts
CODED BIAS is a production of 7th Empire Media.
This program was produced by Coded Bias LLC which is solely responsible for its content.