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Independent Lens: Coded Bias

Premieres Monday, March 22 at 10:00 p.m.

Re-airs Wednesday, March 24 at 3:00 a.m.

Coded Bias | Trailer
Independent Lens

Coded Bias | Trailer


Exposing prejudices and threats to civil liberty in facial recognition algorithms and A.I.

Documentary Explores Racial Prejudices That Exist In Facial Recognition Algorithms, and the Threat Artificial Intelligence Poses to Civil Liberties 

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. Directed by award-winning filmmaker Shalini Kantayya, Coded Bias follows MIT Media Lab researcher Joy Buolamwini, along with data scientists, mathematicians and watchdog groups from different parts of the world, as they fight to expose the discrimination within the facial recognition algorithms now prevalent across all spheres of daily life. 

While conducting research on facial recognition technology at the MIT Media Lab, computer scientist Joy Buolamwini made the startling discovery that the algorithm could not detect dark-skinned faces or 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, even testifying before Congress to push for the first-ever legislation governing facial recognition in the United States.  

Around the world, artificial intelligence has already permeated every facet of public and private life—automating decisions about who gets hired, who gets health insurance and how long a prison term should be—theoretically casting analyses and insights that are free from human  prejudice. In addition to following Buolamwini’s journey, Kantayya also goes to London, where police are piloting the use of facial recognition technology; Houston, Texas, where teachers are  evaluated via algorithms; and Hangzhou, China, which is quickly becoming a model for city-wide surveillance. And in each of these places, she profiles data scientists, mathematicians, ethicists, and everyday individuals impacted by these disruptive technologies who are fighting to shed light on the impact of bias in A.I. on civil rights and democracy, and to call for greater accountability.  

Coded Bias illustrates the profound ways in which algorithms have come to shape people’s lives, with very little oversight from public and elected officials,” said Kantayya. “It’s my hope that the film pushes audiences toward a greater awareness about how these disruptive technologies impact issues of equality and equity and that it in turn encourages more people to speak up and hold the companies behind them accountable.”  

Coded Bias made its premiere at the 2020 Sundance Film Festival, was an official selection at SXSW, and received a nomination for a Critics’ Choice Award.