Legibility and Collapse
What happens to the people the spreadsheet cannot see
In January 2025, the Bureau of Labor Statistics reported that approximately 59 million Americans — roughly 36 percent of the workforce — earned income through independent contracting, freelancing, or gig platform work in the previous twelve months. This number has been growing steadily since 2015 and accelerating since the pandemic. The IRS tracks these workers through 1099 forms. The Department of Labor does not count them as employed. Unemployment insurance does not cover them. Workers’ compensation does not apply to them. Employer-sponsored health insurance, which covers 155 million Americans, excludes them by definition. Social Security contributions are their own responsibility, at a higher effective rate than salaried employees pay, because they fund both the employer and employee portions. Disability coverage, paid family leave, pension contributions — none of these exist unless the worker purchases them individually, at retail prices, without employer subsidy.
Fifty-nine million people. This is not a fringe category. This is larger than the population of any single U.S. state. It exceeds the combined enrollment of Medicare and Medicaid. And yet the regulatory architecture that determines who receives protection in this country — unemployment benefits, workplace safety enforcement, retirement security, health coverage — was built on a model that assumes these people do not exist.
The assumption is not accidental. It is structural. The entire system of worker protection in the United States was designed around a specific arrangement: one employer, one employee, continuous tenure, defined benefits. This arrangement, which peaked in the mid-twentieth century, produced most of the safety infrastructure Americans still rely on. It assumed stability. It assumed legibility. And legibility, in this context, means something specific: the ability of a system to read, classify, and act upon a person’s circumstances using the categories the system has built for itself.
The readable and the invisible
James C. Scott, in Seeing Like a State, traced how large institutions simplify human complexity into categories they can manage. Forests become timber yields. Villages become cadastral maps. Citizens become tax registries. The simplification is not optional — it is the mechanism by which the institution operates at scale. A state that cannot categorize its population cannot tax, conscript, inoculate, or insure that population. Legibility is the precondition of governance. Scott was writing about states, but the framework applies with equal precision to every large system that processes people: insurance underwriting, credit scoring, benefits administration, healthcare billing. Each system constructs categories. Each system processes individuals through those categories. Each system produces coherent, defensible outputs for the people who fit the categories and silence about the people who do not.
The American safety net is a legibility machine. It reads W-2 forms. It reads employer-sponsored group plans. It reads payroll deduction records. It reads continuous employment histories. These are the inputs it was built to process. A person with a W-2, a single employer, and twelve months of continuous employment is legible to every system simultaneously: the employer’s insurance carrier, the state unemployment office, the Social Security Administration, the IRS. That person exists in the system. Their risks are pooled, their benefits calculated, their protections activated. The architecture works for them because it can see them.
A person with fourteen 1099 forms from fourteen different platforms, no single client relationship exceeding three months, income that fluctuates by 40 percent quarter to quarter, and no employer-sponsored coverage of any kind is not illegible in the sense of being invisible. The IRS can see them — their tax obligations are clear. The system can see them when it wants to collect. It cannot see them when they need protection. The asymmetry is not a failure of vision. It is a design specification. The system was built to process a different shape of person, and when a person arrives in the wrong shape, the system does not reject them. It does not even acknowledge the mismatch. It processes what it can read and produces silence about the rest.
(I am not certain this framing is complete. Scott’s argument is that legibility serves the institution, not the individual — that simplification benefits the entity doing the simplifying. But what I keep circling is whether modern systems have moved beyond even that. The institution benefits from legibility, yes. But the illegible person does not merely fail to benefit. They actively bear costs that the legible person does not. The gig worker is not just unprotected. They subsidize the system that excludes them — through higher self-employment taxes, through retail-price insurance, through the absence of bargaining power that comes from being uncategorizable. The illegibility is not neutral. I do not yet have a precise term for what it is instead.)
The shape of exclusion
Consider the specific mechanics. A driver for a rideshare platform works forty hours per week. The platform classifies the driver as an independent contractor, which is a classification decision — not a description of the work arrangement, but a determination about which regulatory category the worker occupies. The classification has consequences that cascade. As a contractor, the driver is ineligible for the platform’s group health insurance. The driver must purchase individual coverage, which costs more per unit of coverage because individual policies cannot achieve the risk pooling that group plans provide. The driver is ineligible for unemployment insurance if the platform reduces available rides. The driver is ineligible for workers’ compensation if injured while driving. The driver bears the full cost of vehicle maintenance, fuel, and commercial insurance, none of which is deductible at rates that offset the actual expense.
Each of these consequences follows from the classification. The classification follows from a legal determination that the platform made and lobbied to preserve. The legal determination follows from a regulatory framework that defines “employee” using tests designed in the 1930s for industrial labor relationships. The tests measure supervision, location, scheduling, and tool provision. A rideshare driver, supervised by algorithm rather than foreman, working from a personal vehicle rather than a factory floor, scheduled by demand prediction rather than a shift roster, fails these tests. Not because the tests are wrong about what they measure, but because what they measure no longer describes the relationship they were designed to identify.
The driver works. The driver earns. The driver pays taxes. The driver bears risk. The driver is, by every functional measure, performing labor that creates value for the platform. But the system that determines whether this person receives protection — health coverage, injury compensation, income security — cannot read the arrangement. It looks at the driver and sees a 1099. It processes the 1099 correctly. It produces the correct tax obligation. And it produces nothing else, because nothing else was requested by the form.
The form is a three-by-eleven-inch piece of paper. The typeface is Helvetica. The boxes are small and evenly spaced, designed for a printer that deposits ink in a single pass. There is a box for nonemployee compensation. There is no box for hours worked, for injuries sustained, for dependents covered, for risk absorbed. The form measures what it was designed to measure. Everything it was not designed to measure is, from the system’s perspective, nonexistent.
The cost of not counting
The rationality of each actor in this arrangement is not in question. The platform classifies workers as contractors because the classification reduces labor costs by an estimated 20 to 30 percent. This is a defensible business decision. The regulatory agencies apply the tests they have because the tests are established law. This is correct procedure. The insurance market prices individual policies higher than group policies because individual risk pools are smaller and more volatile. This is sound actuarial practice. The IRS collects self-employment tax at the combined rate because the law requires it. This is the statute operating as written.
Every actor is behaving rationally. Every institution is functioning correctly. Every rule is being applied as designed.
Now look at what that correctness produces.
Fifty-nine million people with no unemployment protection in an economy where platform algorithms can reduce their income overnight. Fifty-nine million people purchasing health coverage at retail prices in a market designed around group negotiation. Fifty-nine million people with no employer-funded retirement contribution in a system where retirement security was built on the assumption of employer funding. Fifty-nine million people bearing the full cost of workplace injury — medical bills, lost income, rehabilitation — in a system where that cost was supposed to be socialized through workers’ compensation pools that they are excluded from by classification.
The numbers are large enough to be abstract. They should not be. Each of those 59 million people encounters the system’s categories at specific moments: when they are injured and discover no workers’ compensation exists for them. When a pandemic closes their income source and the unemployment office has no category for their claim. When they turn sixty-five and discover their Social Security benefit is lower than expected because their self-employment income was structured in ways the formula does not reward. These encounters are not abstract. They are the moments where the gap between what the system can see and what the person needs becomes a lived experience. The system processes the encounter correctly. The person absorbs the gap.
Modern suffering is rarely caused by villains. It is caused by spreadsheets.
What legibility costs
This is the pattern I keep finding across domains, and it is becoming more precise as the evidence accumulates: a system that works correctly for its stated purpose may work catastrophically for the people inside it — not because the system fails, but because the system succeeds at something narrower than what the people inside it need. Insurance succeeds at pricing risk and fails at distributing protection. Employment law succeeds at classifying relationships and fails at recognizing labor. Tax collection succeeds at revenue extraction and fails at distinguishing between a sole proprietor with negotiating power and a gig worker without any. The system sees what it measures. Everything else is noise.
The question this raises is whether better measurement solves the problem. The instinct — and it is a reasonable instinct — is that if the categories are wrong, we should update the categories. Make the system see gig workers. Expand the definition of employment. Redesign the form. But Scott’s argument suggests a more uncomfortable possibility: that the act of making something legible to a large system necessarily simplifies it, and that simplification necessarily excludes something. You can change what gets excluded. You cannot eliminate exclusion from a system that operates through categories. A broader category captures more people and loses more nuance. A narrower category captures nuance and loses more people. The tradeoff is structural, not political. It belongs to the act of measurement itself.
Whether this means the current arrangement is inevitable or merely the product of choices that could be made differently is a question I cannot answer from the analysis alone. What I can observe is this: the number of people who do not fit the system’s categories is growing. The categories are not expanding to match. And the gap between the system’s legibility and the population’s reality is producing a class of people who are visible to the system only when they owe something and invisible when they are owed something in return. That asymmetry — legible as taxpayers, illegible as claimants — is not a temporary condition. It is the system’s current operating specification. Whether it remains the specification depends on whether the system measures the cost of what it cannot see. The system, so far, does not.
-Aimé