Free tool helps spot risky online gambling behavior

Researchers at the University of Amsterdam have built a new artificial intelligence tool—essentially a computer program that learns patterns—to identify when online casino players are showing signs of risky gambling behavior. The tool analyzes real playing data to spot warning signs early.

What makes this different from similar tools already on the market is that companies usually keep their programs private and charge money for them. This new tool is "open source," meaning the code is publicly available and free for anyone to use and inspect. Transparency matters here: regulators and the public can see exactly how the tool works, rather than trusting a company's black box.

For gambling regulators like the Netherlands' Kansspelautoriteit (the official gambling authority), this is significant. They now have an independent, trustworthy way to check whether online casinos are actually following the rules meant to protect players. Online gambling companies are legally required to prevent problem gambling—this tool helps verify they're doing their job.

The research shows that monitoring real player behavior is more effective than the methods most commercial tools use today. For everyday players, this means regulators have better eyes on the industry and can step in faster if a casino isn't protecting vulnerable people.