Researcher documents sharp rise in public-service complaints and applications since ChatGPT's launch, attributing it to AI-assisted filing ('agentic flooding')

A researcher, Chris Schmitz, has compiled a dataset of 84 cases across 11 jurisdictions showing sharp rises in public-service submissions (complaints, applications, petitions) since ChatGPT's 2022 launch. Cited figures include UK Housing Ombudsman complaints rising from 2,600 in 2022 to over 7,000 last year, and US CFPB complaints growing fivefold. The paper is due to be presented next month at the AI Ethics and Society conference. No policy or product change has happened; this is a documentation exercise, and the author stops short of claiming AI use is the proven cause.

If the link to AI-assisted filing holds up, this points to a real capacity problem for regulators and public bodies, who may need more staff or redesigned intake systems to cope with rising volume. It also reframes a common narrative: Schmitz argues most new filings look like legitimate claims that were previously blocked by the hassle of filing, not spam, which matters for anyone deciding whether to invest in triage tooling versus anti-abuse tooling. For now the practical takeaway for executives and regulators is limited to "watch volume trends," since no body has yet changed policy or systems in response.

The framing of "agentic flooding" implies an urgent crisis, but the underlying evidence is correlational: submissions rose after ChatGPT launched, which is not the same as proving AI tools caused the rise, and the researcher himself does not claim causation. The "rare opportunity to redesign public services" framing is speculative packaging bolted onto a measurement paper. This also reaches us secondhand through TechCrunch with no primary links in the extraction, so the 84-case dataset and methodology have not been independently checked here.

1. 01Publication of the full paper and dataset at the AI Ethics and Society conference next month, including methodology for isolating AI-assisted filings from the general rise
2. 02Any official statement or capacity response from the UK Housing Ombudsman, CFPB, or other named bodies acknowledging AI-driven volume increases
3. 03Independent replication or challenge of the causal claim by other researchers, since correlation with ChatGPT's launch alone is weak evidence