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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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