Is Coded Bias violent?

Barely. Less violent than 76% of well-known films. This describes how the film comes across as a whole, measured against other well-known films; it is not a content list.

Does Coded Bias end with hope?

Somewhat. More hopeful than 71% of well-known films. This describes how the film comes across as a whole, measured against other well-known films; it is not a content list.

Not especially. Less frightening than 65% of well-known films. This describes how the film comes across as a whole, measured against other well-known films; it is not a content list.

Somewhat. More sad than 61% of well-known films. This describes how the film comes across as a whole, measured against other well-known films; it is not a content list.

Is Coded Bias easy watching?

About average. Almost exactly mid-range for a well-known film. This describes how the film comes across as a whole, measured against other well-known films; it is not a content list.

Coded Bias

Name: Coded Bias
Genre: Documentary
Released: 2020
Duration: 86 min
Rating: 6.9
Cast: Joy Buolamwini, Cathy O'Neil, Meredith Broussard, Silkie Carlo, Virginia Eubanks

Directed by Shalini Kantayya

Produced by 7th Empire Media, Independent Lens

202086 min6.9 / 10

A rigorous, urgent documentary that traces algorithmic bias as a civil rights crisis, balancing investigative gravity with the warmth of one researcher's determined advocacy.

Exploring the fallout of MIT Media Lab researcher Joy Buolamwini's startling discovery that facial recognition does not see dark-skinned faces accurately, and her journey to push for the first-ever legislation in the U.S. to govern against bias in the algorithms that impact us all.

Clusters

Conscience Against the System Institutions Under Investigation American City Movies Mistaken Identity Racism And Social Injustice

Genres

Documentary

Keywords

Artificial Intelligence (a.i.)Silicon Valley Civil Rights Sexism Racism Sexual Discrimination Racial Discrimination Big Brother Gafam Facial Recognition Algorithm Mass Surveillance

Questions people ask

Is Coded Bias violent? Barely. Less violent than 76% of films.
Does Coded Bias end with hope? Somewhat. More hopeful than 71% of films.
Is Coded Bias scary? Not especially. Less frightening than 65% of films.
Is Coded Bias sad? Somewhat. More sad than 61% of films.
Is Coded Bias easy watching? About average. Almost exactly mid-range.

These describe how the film comes across, measured across the whole film and compared with other well-known films. They are not a content list — nothing here was counted or checked scene by scene, so for age-suitability or specific content use a classification board or a dedicated content-warning service.

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