T5

Rationing & Friction

Forms, queues, and deadlines take effort, and that effort has been holding demand down. No one designed them to ration a service; they do it anyway. An AI agent removes most of the effort. Demand is then limited only by what agents can produce, and capacity goes to whoever can submit the most rather than whoever needs it most.

An agency can answer the volume with agents of its own, triaging, verifying, and assessing faster than before. Faster handling raises throughput without settling who the capacity is for. Rationing that no one decided and no one had to defend now has to be chosen and stated. A stated limit is one the public can contest; an undesigned one was never available to argue with.

01

Policy challenge

Friction (the form, the queue, the deadline) has long rationed government services without anyone designing it to. Because that rationing was never made explicit, its two functions were never separated: the friction that only excludes people entitled to help, and the friction that meters demand or signals genuine need.

As agents make completing any process trivial, that undesigned equilibrium collapses, and policymakers are left to decide deliberately what was previously settled by inertia.

02

Design challenge

Separate the friction that excludes people who are entitled to help from the friction that rations scarce public sector capacity.

Design limits an agent cannot bypass.

Show the difference between a real rise in need and gaming or overload.

Keep a path open for people who are harder to verify, so new limits don't shut them out.

Patterns in this territory

7 shown
5.1 Emerging

Rate limits per verified person

A cap on how many submissions one verified person can make in a period. One person with a fast agent can no longer crowd out the applicants who file by hand.

5.2 Emerging

Structured intake that resists volume-padding

An intake built from constrained, verifiable fields instead of free narrative, tying assessment to data rather than to how the application reads.

5.3 Emerging

Proof of personhood without CAPTCHAs

Confirming a real, distinct human is behind a request, without a puzzle that machines now beat and many disabled people never could. The service keeps out bulk automation without turning away the disabled users the old puzzles excluded.

5.4 Emerging

Participatory budgeting as an alternative to rationing

Rationing a scarce public resource by what the affected community deliberately prioritizes, rather than by who produces the most polished application. Deliberation is a signal agents can't manufacture, so the allocation stays tied to what affected people want.

5.5 Emerging

E-petition threshold design

Setting the signature thresholds that convert public concern into government response. A threshold crossed by manufactured signatures forces a government response that no real breadth of concern asked for.

5.6 Frontier

Sludge audits and how they backfire

Auditing every point of administrative friction before agents strip it out, asking what it costs and what it was holding in place. Stripping friction without the audit also strips the rationing or reflection some of that friction performed.

5.7 Frontier

Appeal volume and overturn rate as early warning

Reading appeal volume and overturn rate together as an early-warning gauge on decision quality and access. A rise in appeals with most decided for the claimant means the first decisions were wrong.

Case studies that touch this territory