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Coded Bias

Coded Bias

Representation Score

9.5/10

Excellent

2020

TV-MA

Director

Shalini Kantayya

Runtime

86 minutes

Average Rating

No ratings yet

New Showbiz Analysis

Coded Bias is a powerful exploration of how mathematical models can encode social hierarchies. By centering the lived experiences of Black and Brown individuals, the film effectively challenges global technological structures. The film stands out by focusing on Joy Buolamwini, whose role drives the investigation into facial recognition failures. This approach challenges the male-dominated tech industry and highlights the intersection of race and gender. While the documentary excels in critiquing racial and gender issues, it lacks specific focus on LGBTQ+ identities or disability-centric narratives. This limits its coverage in these areas.

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Category Breakdown

Does Coded Bias have LGBTQ+ representation?

Fair

The film does not focus on LGBTQ+ narratives or identities. It explores issues related to race and gender but does not include explicit perspectives on LGBTQ+ issues.

How does Coded Bias portray gender?

Excellent

By focusing on Joy Buolamwini, the film challenges the male-dominated tech industry. It highlights how software errors disproportionately impact women, making gender a key factor in technological problems.

How racially and ethnically diverse is Coded Bias?

Excellent

The documentary provides excellent representation by centering people of color. It uses the high error rates for darker skin tones to highlight how datasets can perpetuate racial disparities.

How does Coded Bias represent religion and culture?

Excellent

The narrative critiques how corporate interests and unregulated surveillance can harm underrepresented communities. It questions the perceived neutrality of Western technological advancements and institutional power.

Does Coded Bias include disability representation?

Fair

The film touches on how automated systems can impact neurodivergent individuals and those with physical disabilities. However, it does not provide specific depictions of disability as a central narrative driver.

Present on Screen

  • Excellent representation of people of color in the field of Artificial Intelligence.
  • Strong challenge to gender hierarchies by emphasizing female leadership in STEM.
  • Sophisticated critique of how algorithmic bias can reinforce racial disparities.

Limited or Absent

  • Lack of explicit LGBTQ+ storylines or perspectives.
  • Limited specific depictions of disability as a central narrative driver.

Official Synopsis

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.

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