AI Agents Flood Public Services as Complaints Surge Fivefold
AI-assisted filings are surging across public services, lowering barriers for legitimate claims while threatening agencies with costly processing backlogs.
Summary
AI-assisted public-service requests have surged since ChatGPT’s introduction. Complaints to the United Kingdom’s housing ombudsman rose from 2,600 in 2022 to just over 7,000 in 2025, while complaints to the US Consumer Financial Protection Bureau increased fivefold. Brazilian judicial petitions and German parliamentary petitions recorded similar jumps.
Researcher Chris Schmitz calls the trend “agentic flooding.” His paper, scheduled for the AI Ethics and Society conference in October 2026, examines 84 potential cases across 11 jurisdictions, spanning welfare applications and judicial appeals submitted through online services accessible to AI assistants. Submissions were generally flat before 2022, then accelerated as AI spread, with little evidence of slowing. The methodology does not prove AI directly caused the increases, but tools have progressed from carefully prompted ChatGPT 3.5 sessions to one-shot Claude responses generated from a photo of a letter.
Some filings are adversarial, but Schmitz says most come from eligible people pursuing legitimate claims previously deterred by administrative burdens. Unlike the low-quality LLM reports that flooded bug-bounty programs in 2025, these applications can represent valid demand. Agencies may nevertheless have to process up to five times as many submissions without larger budgets. Schmitz argues the pressure creates an opportunity to redesign social services around AI assistance, while volumes could keep rising for years.
Positives
- Most new public-service applications come from eligible people pursuing legitimate claims, according to Chris Schmitz’s findings.
- AI assistants can reduce administrative burdens that previously caused applicants to abandon benefits, complaints or appeals.
- Claude can generate a useful response from a photographed letter in one attempt, simplifying previously complex application work.
- 84 potential cases across 11 jurisdictions provide a broad foundation for redesigning public services around AI-assisted access.
- October 2026’s AI Ethics and Society conference will bring Schmitz’s findings into the policy debate.
Risks & concerns
- US Consumer Financial Protection Bureau complaints increased fivefold between 2022 and 2025, creating substantial processing pressure.
- United Kingdom housing ombudsman complaints rose from 2,600 in 2022 to just over 7,000 in 2025.
- Most tracked cases show no slowdown, suggesting submission volumes could continue rising for years.
- Public agencies may face five times as many applications without corresponding budget increases.
- Some AI-assisted filings are adversarial, while the study’s methodology cannot establish that AI directly caused the wider surge.
- The 2025 bug-bounty flood showed how low-quality LLM submissions can consume significant resources because every report still requires review.