According to a researcher cited by TechCrunch, the flood of AI-generated requests to public services is largely composed of valid claims. The researcher noted that in the vast majority of cases they studied, people were claiming benefits or services they were actually entitled to receive.

This pattern raises questions about how public services are adapting to handle the volume of AI-assisted submissions, and whether existing systems can distinguish between legitimate and fraudulent claims at scale.