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Flock ALPR technology aided in the quick retrieval of a stolen car in the Mission, and in Austin, disabling similar cameras led to a 24% increase in auto theft, demonstrating the utility of automated license plate recognition.
This paper explores using fine-tuned LLMs to identify indicators of vulnerability (mental ill health, substance misuse, alcohol dependence, homelessness) in UK police incident logs, finding that while LLMs can produce meaningful prevalence estimates, they require careful methodological support and are not reliable for individual-level decisions.
This paper presents the largest computational analysis of Canadian news coverage of police-involved deaths over 25 years, introducing a novel model (PerspectiveGap) that quantifies the dominance of state bureaucrat perspectives compared to civilian voices in media narratives.