Risk Profiling: The Hidden Danger of Government Bias

Margriet Vermeer · 2026-05-07

### The Problem with Government Risk Profiling Government agencies often use risk profiling to decide who gets scrutinized. It sounds efficient on paper. But without clear rules, it can lead to serious discrimination. A recent study from the University of Amsterdam highlights this danger. The researchers argue that without principled measures, the risk of harm remains too great. Think about it. When a system flags certain people based on race, zip code, or income, it’s not just unfair. It’s dangerous. It can ruin lives. It can deepen inequality. And it can make people lose trust in the institutions that are supposed to protect them. ### Why This Matters in the United States In the U.S., we’ve seen this play out in real time. From airport security to policing, profiling has a long history. The problem isn’t just about individual bias. It’s about systems that are built on flawed assumptions. When you add algorithms and data mining, the stakes get even higher. Here’s what the research found: - Profiling often targets marginalized communities without clear justification. - Without oversight, these systems can reinforce existing prejudices. - The burden of proof falls on the wrong people.  ### The Real Cost of Unchecked Profiling Let’s talk about the human cost. Imagine being pulled over for driving while Black. Or being flagged at the airport because of your name. These aren’t hypotheticals. They happen every day. And they erode the fabric of society. The University of Amsterdam study calls for principled measures. That means transparency, accountability, and a clear legal framework. Without these, even well-intentioned systems can cause harm.  ### What Needs to Change So, what can we do? First, we need to demand that government agencies explain how they use risk profiling. Second, we need independent oversight. Third, we need to prioritize human rights over efficiency. > "Without principled measures, the risk of discrimination and harm remains too great." — University of Amsterdam researchers This isn’t just a European issue. It’s a global one. And in the U.S., we have the tools to address it. We just need the will. ### Moving Forward The conversation about risk profiling isn’t going away. As technology advances, the risks will only grow. But we have a choice. We can build systems that are fair, transparent, and just. Or we can keep repeating the same mistakes. The choice is ours. And it starts with understanding the problem.