Cheap Filings, Expensive Triage

Public services are hitting a new kind of crowding, and the cost is not in the volume. It is in what each plausible filing does to the desk that has to read it. Generative text can now produce a benefits application, a permit request, or a public comment at near-zero cost, a kind of surge the arXiv preprint on agentic flooding now names. The bottleneck has moved from the act of submitting to the act of reviewing.

The arXiv preprint on agentic flooding identifies 84 potential cases across 11 jurisdictions and builds a risk matrix that points at the same exposed family: services that are financially attractive and complex. Benefits offices, permit desks, high-volume comment windows. The places where a synthetic filing can capture real money or real airtime, and where a human in the loop is unavoidable.

The design choice facing administrators is sharper than the technology. Push the cost back upstream through fees, identity checks, or mandatory in-person steps, and the friction lands on the people those services were built for. Do not push back, and caseworkers absorb the backlogs while comment pages stop representing constituents. The arXiv preprint's own conclusion is that mitigations exist that do not require that trade-off. The open question is whether agencies adopt them before political pressure forces a blunt, access-killing response.