Cutting edge data-driven analysis directs Los Angeles patrol officers to likely future crime scenes – but critics worry that decision-making by machine will bring 'tyranny of the algorithm'
The Los Angeles Police Department, like many urban police forces today, is both heavily armed and thoroughly computerised. The Real-Time Analysis and Critical Response Division in downtown LA is its central processor. Rows of crime analysts and technologists sit before a wall covered in video screens stretching more than 10 metres wide. Multiple news broadcasts are playing simultaneously, and a real-time earthquake map is tracking the region’s seismic activity. Half-a-dozen security cameras are focused on the Hollywood sign, the city’s icon.
AC Martin's new police station in the Boyle Heights neighborhood of East Los Angeles strives to create a strong sense of community.
When the city of Los Angeles announced it wanted to redesign 13 of the city’s aging police stations, architect David Martin set his sights on a station in one of the most dangerous neighborhoods in town: Boyle Heights. “It’s a rough, tough area,” says Martin, principal at local architecture and planning firm AC Martin. “So we thought, of all the sites, we might really be able to make a difference on this one.”