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Innocent pregnant woman jailed amid faulty facial recognition trend
(arstechnica.com)
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This is the best summary I could come up with:
According to The New York Times, this incident is the sixth recent reported case where an individual was falsely accused as a result of facial recognition technology used by police, and the third to take place in Detroit.
Advocacy groups, including the American Civil Liberties Union of Michigan, are calling for more evidence collection in cases involving automated face searches, as well as an end to practices that have led to false arrests.
A 2020 post on the Harvard University website by Alex Najibi details the pervasive racial discrimination within facial recognition technology, highlighting research that demonstrates significant problems with accurately identifying Black individuals.
Further, a statement from Georgetown on its 2022 report said that as a biometric investigative tool, face recognition "may be particularly prone to errors arising from subjective human judgment, cognitive bias, low-quality or manipulated evidence, and under-performing technology" and that it "doesn’t work well enough to reliably serve the purposes for which law enforcement agencies themselves want to use it."
The low accuracy of face recognition technology comes from multiple sources, including unproven algorithms, bias in training datasets, different photo angles, and low-quality images used to identify suspects.
Reuters reported in 2022, however, that some cities are beginning to rethink bans on face recognition as a crime-fighting tool amid "a surge in crime and increased lobbying from developers."
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