Black Box: episode 5 – The white mask
Aug 28, 2026 · 36m
Summary
This episode follows Robert Williams, a Detroit father wrongfully arrested for a watch store robbery based solely on a flawed facial recognition match. Reporter Johanna Bueyan investigates the case, revealing that the AI system used by police was trained on biased data that frequently misidentifies Black women. Expert Joy Buolamwini explains the dangers of unregulated surveillance technology, while Williams shares the trauma his family endured during his 30-hour detention. The story highlights the urgent need for federal regulation and accountability in law enforcement’s use of artificial i…
Topics discussed
Intro: Black Box series and tribute to Yuki
Meet Melissa and Robert Williams in Farmington Hills
The mysterious phone call and police arrival
Robert's arrest in front of his family
Episode 5: The White Mask and surveillance
Processing at Detroit Detention Center
Melissa's struggle to keep life normal
Interrogation and the Shinola store CCTV
Detectives admit the computer got it wrong
Release, bail, and suspicion of AI
How facial recognition AI works
Dr. Joy Buolamwini's discovery of bias
Research on racial and gender bias in AI
The problem of biased training data
Legal analysis of the flawed evidence
Other wrongful arrests: Michael Oliver and Portia Woodruff
Portia Woodruff's arrest while pregnant
Attempts to audit DataWorks Plus software
Lack of regulation and police training
Dangers of accurate vs. faulty AI systems
Robert's aftermath and impact on his children
Outro: Future of AI and credits
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