How Changing a Few Things Can Make a City Safer
São Paulo, BrazilSat Jul 12 2025
Crime is a big problem in many cities. It's not just about policing. Many things can make a place more or less safe. Things like jobs, housing, and even how a city is built can play a big role.
A new tool called CounterCrime looks at these things. It helps people see how changes in one area can affect crime. For example, what if more jobs were available? Or if housing was better? The tool shows what might happen if these changes were made.
The tool looks at cities in three ways: the whole city, groups of areas, and single areas. This helps people see the big picture and also the small details. It's like zooming in and out of a map.
CounterCrime also helps people see which changes might work best in different areas. It does this by grouping similar areas together. This way, people can see what has worked in one place and try it in another.
The tool was tested in São Paulo, Brazil. The results showed that what works in one area might not work in another. This is important because it means there is no one-size-fits-all solution to crime.
CounterCrime is a new way to think about crime. It's not just about reacting to crime. It's about thinking ahead and making changes that can prevent crime before it happens. This is a big deal because it means cities can become safer places to live.
https://localnews.ai/article/how-changing-a-few-things-can-make-a-city-safer-c777f097
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questions
What if we replace all police officers with clowns—would the visual metaphors in CounterCrime still be effective?
What are the long-term impacts of using counterfactual explanations to guide public policy decisions?
What are the ethical considerations in using counterfactual explanations to influence public policy decisions?
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