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Vol VI · Roots · WP-36 · Metrology & Market Structure · Policy Memorandum · Live

No Gauge on the Tank

A metering-disclosure standard for subscription AI services — and why it needs no new agency, no new statute, and no view about AI
AuthorPablo Nogueira Grossi
G6 LLC · Newark, NJ
ParentWP-32 · The Forced Urgency Gap
doi:10.5281/zenodo.21561819
AudienceExecutive branch · OMB/OSTP/NEC
state legislative counsel
StatusDiscussion draft 0.1 · July 2026
Not legal advice
AskAcquisition guidance, not legislation
Series DOI 10.5281/zenodo.19117399

A growing class of services is sold by consumption but delivered without a meter. The buyer pays a fixed fee for an undisclosed quantity of an undefined unit, is not shown how much remains, and discovers the limit only by striking it — mid-task, without warning. This is not a complaint about price. We can pay for the gas. There is no gauge.

DATA observed MODEL derived OPEN not established VALUE PREMISE normative choice
§ 1 · The one-page version

Summary

The ask

Require that metered digital services show the meter. Five obligations: declare the unit, display live usage, signal before the limit binds, no silent redefinition, and a reconcilable record.

The mechanism: federal acquisition guidance. The United States is among the largest buyers of these services. Conditioning federal purchase on metering disclosure requires no legislation, creates the compliance examples the market currently lacks, and establishes a de facto standard — the same path by which federal procurement has repeatedly set commercial norms. VALUE PREMISE

This is metrology, not AI policy. It regulates the dial, not the product: no capability rules, no training-data provisions, no content policy, no price controls. A seller may charge any price and set any limit. The requirement is that the buyer can see it.

§ 2 · The market failure

Why competition will not fix this

The buyer who cannot observe remaining capacity cannot schedule around it. The only available hedge is to purchase duplicate subscriptions and rotate between them when one stops — paying two or three times for a single workload. DATA — first-person; prevalence unmeasured

The incentive, stated plainly

The revenue from that duplicate provisioning accrues entirely to the seller, and the cost of the missing gauge falls entirely on the buyer. A seller therefore has no commercial reason to install a gauge. This is a textbook information asymmetry with a first-order transfer attached, and it is precisely the configuration in which disclosure has historically required a rule rather than competition. MODEL

Note the sharpest fact: the meter already exists. The seller must measure the quantity in order to enforce the limit. Nothing new must be built. The number is computed and then withheld from the party it is computed about. MODEL

Relation to the Forced Urgency Gap

WP-32 shows that when a party's constraint state is unobservable, its forced behaviour is indistinguishable from its preferences, and value transfers to the counterparty able to wait. Metered subscriptions are that structure with the roles explicit:

Forced Urgency Gap (WP-32)Metered digital service
household's liquidity state unobservedremaining quota unobserved — by the buyer, not the seller
margin / LTV trigger fires without warningthrottle or cutoff fires without warning
forced sale at the worst momentwork abandoned mid-task; context lost
absorbed by the patient counterpartyabsorbed as duplicate-subscription revenue
§ 3 · Precedent

Among the oldest functions of government

Requiring an honest, visible measure is not novel regulation. It predates the republic and is administered today without controversy. DATA

None of these regulate the product. Each regulates the measure. The proposal here is a strict subset of what already applies to a gallon of gasoline.

§ 4 · The rule

Five obligations

#ObligationContent
R1Declare the unitPlain-language statement of the usage unit and what consumes it. Composite units must publish their conversion.
R2Show the gaugeUsage consumed, applicable limit, and time to reset — human- and machine-readable, no extra charge, ordinary interface.
R3Signal before bindingNotice before the limit binds, early enough to conclude or transfer work in progress.
R4No silent redefinitionNotice before any change to unit, limit, or accounting takes effect. A quota that shrinks silently is an undisclosed price increase.
R5Reconcilable recordOn request, a usage record sufficient to verify the charge. An unreconcilable meter is not a meter.

Safe harbour. A provider publishing R1 and exposing R2 through a documented API is presumed compliant with R3–R5 where that API supports them. Several providers already offer usage APIs, which establishes feasibility and disposes of the burden objection. DATA — verifiable now

Do not legislate the unit

The instinct is to specify tokens, minutes, or requests. Resist it. A unit-specific statute is obsolete at the next pricing change, and standard-setting of that kind advantages incumbents. Weights-and-measures law does not require that fuel be sold in gallons rather than litres — it requires that whatever unit is declared be measured accurately and displayed. The same posture here is technology-neutral and does not need reopening. MODEL

What to audit

One question, mechanically checkable, revealing no trade secret: does the number shown to the subscriber match the number used to enforce the limit? Not model internals, not infrastructure cost, not architecture. Inspection on complaint — the weights-and-measures posture — rather than pre-approval or licensure, which is slow, capturable, and moat-building.

§ 5 · The enforcement idea

An undisclosed limit is unenforceable

The operative rule

A provider may not enforce a usage limit — by throttling, suspending, degrading, or charging for excess — unless the meter and the advance notice were provided.

This is stronger and cheaper than a penalty schedule. It is self-executing: no agency action is required, and a provider's own counsel prices the risk immediately. It is proportionate: a provider that shows the gauge is entirely unaffected. And it is aligned to the harm — it removes the benefit of hiding the meter rather than taxing it. A fine is a cost of doing business; unenforceability is not. MODEL

Three companion clauses close the specific traps:

§ 6 · Route

Procurement first — no legislation required

Phase 1  ·  Federal acquisition guidance. Condition purchase of metered AI subscriptions on R1–R5. Instrument: OMB acquisition guidance and standard contract terms; technical annex by NIST, whose Office of Weights and Measures already owns exactly this competence for physical devices. No statute. No new agency. Effective on the next contract cycle.

Why this is the right first move. The government is a large buyer, not a regulator, in this posture — the least contestable footing available. It produces working compliance examples, which is what the market lacks. It sidesteps preemption and dormant-commerce questions entirely. And it lets any state, city, or agency follow the same clause independently: Newark can adopt it for its own purchasing tomorrow, without waiting for anyone. VALUE PREMISE

PhaseInstrumentRequires
1 · Procurementacquisition guidance + contract clauseexecutive action only
2 · Enforcementunfair-practice authority (FTC Act §5 / state analogues)existing authority
3 · StandardizationNIST technical publication; state adoptionthe Handbook 44 convergence path
4 · Statutecodification, non-waivableCongress or state legislature
Drafting trap — do not skip this

Most affected buyers are sole proprietors, small firms and professionals — the population many consumer-protection statutes exclude as commercial. A bill riding on consumer-protection authority may fail to cover the people it is written for. Two fixes: extend the protected class to small business below a threshold, or ground the duty in metering itself — a duty owed by anyone selling by measured quantity, irrespective of buyer status. The latter is the weights-and-measures posture and is cleaner. Add a non-waiver clause, or the act is drafted around by the terms of service it aims to reach. MODEL

§ 7 · Objections

Anticipated, and answered

"Usage is genuinely variable and hard to predict." Then disclose the variance. Electricity prices vary hourly and are still metered. Unpredictability is an argument for a gauge.

"Publishing the unit exposes infrastructure cost." R1 requires the unit as the buyer experiences it, not the seller's cost structure. A fuel pump displays gallons, not refinery margin.

"Providers will respond with harder caps." Possibly — and that is an improvement in kind. A disclosed limit can be planned against and compared across sellers. The status quo is not a generous limit; it is an unknown one.

"Users can track their own consumption." They cannot. The provider's accounting is the only authoritative record and is not exposed. This is exactly why the certified scale sits on the seller's counter rather than shoppers being told to bring their own.

"This burdens small providers." They already compute the quantity to enforce the limit. Exposing an already-computed number is the cheapest possible mandate; a revenue or subscriber threshold can exempt the smallest.

§ 8 · Evidence

What to establish before filing

Claim-tagged in the manner of this corpus, so the gaps are visible:

The origin of this paper is first-person: three subscriptions run in rotation because none exposes a gauge, with the handoff between them consuming real working time. That is a motivating observation, not evidence, and is labelled as such. VALUE PREMISE

§ 9 · Corpus

Relation to the series

Parent: WP-32 · The Forced Urgency Gap — the identification result and the amplification theorem this memo applies to a new sector. Sibling: WP-35 · Retiring the Advisor, which applies the same mechanism to municipal housing extraction and uses the same procurement-first deployment logic. Method discipline: WP-31. No new formal results are claimed here; the contribution is the identification of a metrology gap and a route that requires no new authority to close it.

§ 10

One sentence

If you sell it by the tank, show the gauge.

References

Sources

  1. National Institute of Standards and Technology, Handbook 44: Specifications, Tolerances, and Other Technical Requirements for Weighing and Measuring Devices; NIST Office of Weights and Measures. State adoption via weights-and-measures programmes.
  2. Truth in Lending Act, 15 U.S.C. § 1601 et seq.; Regulation Z.
  3. Wireless usage-alert commitments addressing unexpected overage charges ("bill shock"), FCC / industry framework, 2011.
  4. Electronic Fund Transfer Act; Regulation E overdraft opt-in requirements (2010).
  5. Federal Trade Commission Act § 5 — unfair or deceptive acts or practices, 15 U.S.C. § 45.
  6. P. N. Grossi. The Forced Urgency Gap. G6 LLC, 2026. doi:10.5281/zenodo.21561819
  7. P. N. Grossi. Retiring the Advisor (WP-35). G6 LLC, 2026. doi:10.5281/zenodo.21710763