Public sector inboxes are bursting. Since ChatGPT’s launch, the UK housing ombudsman saw complaints jump from 2,600 in 2022 to over 7,000 last year. The US Consumer Financial Protection Bureau recorded a fivefold increase in the same window. Similar spikes hit Brazilian courts and German parliamentary petitions. This isn’t random noise. Researcher Chris Schmitz calls it “agentic flooding,” tracking 84 cases across 11 jurisdictions where submission volumes broke their historical flatlines right as generative AI went mainstream.
Schmitz’s upcoming paper at the AI Ethics and Society conference stops short of claiming direct causation, but the timing is hard to ignore. Most cases show no sign of slowing down. The barrier to entry has collapsed. “Before it might have been a question of a lot of dragging context together… it may now be a question of just pasting or taking a photo of a letter with your Claude app,” Schmitz noted. What used to require hours of bureaucratic wrestling now takes seconds. For citizens previously blocked by what policy experts call “administrative burden,” AI acts as a force multiplier for access.
The parallel to corporate bug-bounty programs is striking, yet the outcome differs significantly. Tech firms recently drowned in low-quality, AI-generated security reports that drained resources without yielding value. Public services face a volume crisis too, but Schmitz argues the content is largely valid. “The vast majority of cases we find are people who are entitled to claim for something, claiming for that thing.” These aren’t bots spamming forms for fun. They are real people with legitimate grievances who finally have the tools to navigate complex systems.
This shift forces a uncomfortable question for government agencies: can they handle the truth? If budgets remain static while valid claims quintuple, systems will buckle. But viewing this purely as a spam problem misses the point. Schmitz sees an opportunity to redesign social services for an AI-native world. Instead of building walls to keep bots out, agencies might need to build better interfaces that help humans get what they’re owed. The tech is ready. The bureaucracy is not.
