Proceedings of the National Academy of Sciences, Volume 122, Issue 50, December 2025. SignificanceMany US cities are turning to automated speed cameras as a promising alternative to traditional traffic enforcement by police, aiming to reduce collisions without the risks of racial bias or harmful police encounters. But how effective are …

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