Algorithmic Management and the Logistics of Exploitation
“The circulation of commodities is the starting point of capital. The production of commodities, their circulation, and that more developed form of their circulation called commerce, these form the historical ground-work from which it rises.”
— Karl Marx, Capital, Volume I
In The Acceleration of Decay, I made a brief argument that I am returning to here at length. Writing about the pandemic lockdowns and the state-engineered consolidation of monopoly logistics, I noted in passing that the “essential worker” of 2020 was not in fact producing surplus value in the classical Marxist sense. The Amazon driver, the DoorDash courier, the Instacart shopper, the Uber driver, all were doing something different: circulating commodities whose value had already been extracted elsewhere. I called them an army of circulation rather than an army of production, and I moved on.
Most of what matters about the contemporary gig economy follows from that one claim. This essay draws out the consequences. Why warehouse workers are surveilled down to the second, why rideshare drivers are legally classified as contractors instead of employees, why platform capitalism resurrects piece-wage discipline in a form Engels would recognize from the Manchester mills, all of it traces back to the structural position these workers occupy in the circuit of capital. I stated the position in Decay and left the consequences implicit. They are stated here.
A second argument, narrower but strategically important, concerns the thesis associated most prominently with Yanis Varoufakis and his Technofeudalism, which holds that the platform monopolies have somehow escaped the capitalist mode of production altogether. On Varoufakis’s account, companies like Amazon and Apple are no longer capitalists but digital feudal lords, extracting rent from captive serfs rather than surplus value from wage labor. Michael Roberts has done excellent work refuting this thesis, and while I will not rehearse his arguments directly, my critique proceeds along similar lines. If the tech monopolies have transcended capitalism, the traditional tools of proletarian politics are obsolete and we have to invent something new. If they have not, which they have not, we already possess the analytical framework we need.
1 I. How the Logistical Node Became the Terrain of Accumulation
“Modern industry has established the world market, for which the discovery of America paved the way. This market has given an immense development to commerce, to navigation, to communication by land.”
— Karl Marx and Friedrich Engels, The Communist Manifesto
To understand why the gig economy looks the way it does, you have to back up and look at what happened to industrial capital in the 1970s. The official story told in business schools and on cable news is that platforms emerged because technology got better. Software ate the world, interfaces got cheaper, smartphones put computing power in every pocket, and a generation of brilliant entrepreneurs saw opportunities their predecessors could not. This is the narrative in which Steve Jobs and Jeff Bezos are great men rather than beneficiaries of specific historical conditions, and it is the narrative every platform company pays its public relations staff to reinforce.
The Marxist account is different, and it is closer to what actually happened. Industrial capitalism in the imperial core hit a profitability crisis that began in the late 1960s and became undeniable through the stagflation of the 1970s. The rate of profit fell. The mechanism Marx had identified in Volume III of Capital, driven by the rising organic composition of capital, played out exactly as he had predicted, and the trajectory has been documented in detail by Marxist economists from Shaikh and Kliman to Michael Roberts. The American auto plants, the British steel mills, the German chemical works, and the Japanese shipyards all saw their returns compress at roughly the same historical moment. Something had to give.
What gave was the spatial arrangement of production itself. David Harvey called it the spatial fix. Capital could not restore profitability at home, so it went looking for cheaper labor abroad. Over the following three decades, the industrial base of the imperial core was systematically dismantled and reconstituted in the low-wage zones of the global periphery. Factories that had employed generations of Detroit autoworkers ended up in Monterrey or Tijuana. Textile mills that had powered the English Midlands ended up in Dhaka and Ho Chi Minh City. Electronics assembly ended up in Shenzhen. What remained in the imperial core were the decaying shells of factory towns, a shrunken productive workforce, and an enormous population that now had to be employed doing something other than making things.
Lenin had seen most of this coming. Imperialism, the Highest Stage of Capitalism, written in 1916, describes the export of capital to regions of cheaper labor, the international division of the working class, and the emergence of a rentier structure in the imperial core that lives off the super-exploitation of the periphery. It remains the single most accurate description of the world in which the gig economy now exists. The Amazon driver in Ohio is part of the same global system as the Foxconn assembler in Zhengzhou, and the relationship between them is structurally what Lenin said it would be.
The offshoring of production created a problem that had not existed when American factories served American consumers. Value extracted from labor in Dhaka or Shenzhen cannot be realized, cannot become money in the capitalist’s bank account, until the commodity containing it physically reaches a buyer somewhere in the imperial core. That journey takes time, and time is expensive. Capital locked up in a shipping container on the Pacific is capital that cannot begin another cycle of accumulation. Marx had analyzed turnover time at length in Volume II of Capital, but for postwar capitalists whose factories sat a few hours’ drive from their customers, it had been a relatively minor concern. Once production and consumption ended up on opposite sides of the planet, turnover time became the competitive battleground on which fortunes would be made.
The firms that figured out how to move commodities faster, cheaper, and more reliably from production zone to consumer doorstep won. The firms that did not lost. Amazon is the obvious case. Bezos did not invent any of the things he sells. What his company built, and continues to build at enormous expense, is the algorithmic and physical infrastructure that compresses the time between a consumer’s click and the arrival of a package at his door. The same is true of the other platform giants, each in its own sector. Uber solved the turnover time of urban transportation. DoorDash solved the turnover time of restaurant meals. Instacart solved the turnover time of groceries. None of these companies produce the thing they deliver. They produce the speed of delivery, and they extract value from their position between the producer and the consumer.
Platform capitalism, seen from this angle, is what you get when the rate of profit in industrial production has collapsed, production has been offshored to distant parts of the world, and the competitive game has shifted to the logistics of getting the stuff back home. The workers who actually move the commodities through this system, the warehouse pickers and the delivery drivers, are the human substrate of the whole operation. They are the bodies that close the geographic gap between a Vietnamese factory and an American living room. They are the army of circulation.
2 II. Why the Circulation Worker Catches Hell
“The general law is that all costs of circulation which arise only from changes in the forms of commodities do not add to their value. They are merely expenses incurred in the realisation of the value or in its conversion from one form into another.”
— Karl Marx, Capital, Volume II
The distinction between productive and unproductive labor is one of those Marxist categories that make people uncomfortable, and the discomfort has produced two bad responses. Bourgeois economics rejects the distinction outright. All labor is just labor, all income is just income, and the question of whether some kinds of work produce value while others merely move it around is treated as a metaphysical curiosity left over from the nineteenth century. A certain strain of post-Marxist thought rejects the distinction too, usually out of a laudable but confused desire not to denigrate the work of service and circulation workers. Both rejections miss the point. The distinction is not a moral ranking. A DoorDash courier and a factory worker both sweat, both suffer, both deserve solidarity. The distinction is structural, and ignoring it makes the structure of contemporary exploitation impossible to see.
Marx lays out the circuit of industrial capital in Volume II of Capital using the formula M … C … P … C’ … M’. Money buys commodities in the form of labor-power and means of production. The labor-power is consumed in the production process, which yields a new commodity whose value exceeds the value of the inputs by the amount of surplus value extracted. That commodity is then sold on the market to recover an augmented sum of money. The gap between M and M’ is the profit. It is what keeps the whole thing going.
Inside this circuit, the production phase is qualitatively different from the circulation phases. Production creates new value. Circulation does not. Buying and selling, marketing, retail, payment processing, bookkeeping, all of these activities are necessary for capitalism to function, but they do not generate surplus value. They move it around. They convert it from one form into another. A bank teller handles vast sums of money in the course of a day, but the teller does not create any of it; the wealth was produced elsewhere and the teller’s labor only changes its form. The same logic governs the gig courier, the warehouse picker, and the rideshare driver.
Marx acknowledges a wrinkle. Transportation and storage occupy a middle ground. If a commodity has to be moved from where it is produced to where it is consumed in order to become useful at all, then the transportation labor can be considered productive, because it completes the production process by giving the commodity its final spatial form. Coal sitting at the pithead is not yet a use-value. It becomes one when it reaches the furnace. The labor that moves it there has created something. But Marx is careful to bound this exception. Most commercial transportation is not about completing production. It is about completing a sale, and completing a sale is not the same thing as creating value.
When you apply this framework to the gig economy, the vast majority of what the platforms do sits on the circulation side of the line. The meal the DoorDash courier carries was a use-value the moment the cook plated it. Getting it from the restaurant to a customer’s apartment does not add anything to its value as food. The ride the Uber driver provides is a service commodity that was complete the instant it was dispatched. The package the Amazon driver delivers was manufactured in China months ago. The warehouse worker who picked it off a shelf in New Jersey was not making it into something new. He was moving it closer to the point where its already-extracted value would be realized as money.
The political economy of this is brutal. Circulation labor does not generate new surplus value, so it has to be paid out of surplus value generated somewhere else. Every dollar Amazon spends on warehouse wages comes out of the surplus value extracted from Foxconn workers, Bangladeshi garment workers, the remaining industrial workforce in the imperial core, and the company’s own technical employees. The same goes for every dollar DoorDash spends on courier commissions, every dollar Uber spends on driver payments, every dollar spent on fuel and vehicles and insurance across the logistics sector. Circulation costs are a subtraction from the total pool of realized surplus value available to the capitalist class.
The consequence of this is not a moral problem for the capitalists. It is a structural one. Capital is compelled, by the pressure of competition and the underlying tendency of the rate of profit to fall, to drive circulation costs as low as possible. This is not a matter of individual greed or corporate culture. A platform that decided to pay its drivers generously and treat them like employees would lose out to one that did not, and the market would kill it. The structure demands the compression. The compression is why the gig economy looks the way it does.
Everything that seems strange or legally dubious about platform employment practices starts to make sense once you see this. The misclassification of workers as independent contractors is not a loophole. It is the necessary legal form for minimizing circulation costs to the level the falling rate of profit demands. Reclassify the worker as a contractor, and you offload the costs of fixed capital onto him. He has to buy the car, pay for the gas, maintain the vehicle, carry the insurance, own the smartphone, cover the data plan. You also offload the costs of keeping the worker alive and able to come back tomorrow. Healthcare, retirement, sick leave, time off, all become his problem. You eliminate the political friction of collective bargaining, the legal friction of employment law, the administrative friction of payroll. The platform gets to keep its status as a pure algorithmic intermediary, collecting a cut on every transaction while bearing almost none of the costs that used to come with employing people.
What this actually amounts to is the resurrection of the piece-wage system Marx analyzed in Volume I of Capital, where he called it the form of wages most in harmony with the capitalist mode of production. He meant that the piece-wage naturalizes exploitation better than the time-wage does. It creates the illusion that the worker is selling a finished product rather than renting out his labor-power for a specified duration. Every pause, every moment of inefficiency, every physical limitation of the body appears not as a feature of the labor process but as the worker’s personal failure. The gig economy has taken this nineteenth-century form and scaled it to continental proportions, using surveillance technologies the Manchester mill owners could only have dreamed about.
3 III. What the Algorithm Is Actually Doing
“In the factory, the overseer’s book of penalties replaces the slave-driver’s lash. All punishments naturally resolve themselves into fines and deductions from wages.”
— Karl Marx, Capital, Volume I
Marx distinguished two methods by which capital extracts surplus value from labor, and the distinction is the key to understanding what the algorithm is for. The first method, which he called absolute surplus value, works by extending the working day. This can happen extensively, by making the day longer in clock hours, or intensively, by stuffing more exertion into each hour. The second method, relative surplus value, works by making the commodities workers consume cheaper, so that less of the working day is needed to reproduce the worker’s labor-power and more is left over as surplus. Relative surplus value is the classical product of industrial innovation. It is what happens when a better machine lets the same worker produce more in the same time. Absolute surplus value is cruder. It is what happens when the boss just makes you work harder.
It might look at first as though the sophisticated software, GPS tracking, machine learning, and artificial intelligence involved in platform management constitute a technology for extracting relative surplus value. That impression is wrong, and the error is theoretically significant. Algorithmic management is a technology for extracting absolute surplus value. It does not make the delivery driver more productive in the sense of giving him a better tool to work with. The driver still drives a car, walks to the door, hands over a package. These tasks have not been meaningfully transformed since the days of the horse-drawn delivery wagon. What the algorithm transforms is the intensity of labor per unit of time. It closes the gaps. It eliminates the porosity that used to exist in the working day. It is an intensive extension of work, not a qualitative revolution in how work is done.
This is the werewolf-like hunger for surplus labor Marx described in Chapter 10 of Capital Volume I, the drive to suppress the worker’s right to rest, to eat, to breathe. What has changed since Marx’s time is not the hunger. It is the technical capacity to satisfy it.
Take the Amazon fulfillment center as the canonical case. Every worker on the floor wears or carries devices that record his location, his movement, his productivity, his errors, and above all his time off task. Time off task is the Amazon euphemism for any stretch of the working day during which the worker is not scanning a product, picking an item from a shelf, or otherwise performing a measurable productive motion. The devices feed their data into a centralized system that sets productivity quotas, tracks deviations from those quotas, and generates disciplinary responses automatically. If a worker falls behind the algorithmically determined pace, warnings accumulate. If the warnings accumulate sufficiently, he is terminated. No human manager needs to decide to fire anyone. The algorithm does it. A supervisor, if one is even involved, countersigns a decision that has already been made by a piece of software running on a server somewhere.
The point of all this is to eliminate the porosity of the working day. In a traditional factory under Taylorist scientific management, porosity was substantial. The foreman could not see everyone at once. Workers developed informal practices of cooperation, mutual protection, and subtle resistance that preserved small but meaningful pockets of autonomy. Michael Burawoy documented this carefully in Manufacturing Consent, analyzing the piece-rate games workers played to feel a sense of control over their work even as those games ultimately served the interests of management. Porosity was a negotiated zone, a space in which the class relation played out day by day in small acts of give and take.
The algorithmic apparatus is designed to close that space entirely. Observation is continuous, from every angle, across every measurable dimension. The data from every moment of work feeds back into machine learning models that continuously redefine optimal productivity, ratcheting the quota upward as workers adapt. The foreman has not been abolished. He has been dissolved into the informational apparatus, distributed across a thousand sensors, made omnipresent. The factory is no longer a bounded physical space. It is a data-collection environment that follows the worker into his car, onto the public roads, up the stranger’s driveway, through the moment of handing over a package or dropping off a passenger.
For drivers working outside warehouses, the algorithm disciplines through different mechanisms but to the same end. Dynamic pricing, surge bonuses, quest-based incentives, and gamified interfaces manipulate the driver’s behavior to extend the working day and intensify effort, all of it without any formal coercion. The driver chooses to stay online for the peak bonus. The driver chooses to accept the bad trip because rejecting it will damage an acceptance rate the algorithm monitors and that determines future dispatch priority. The driver chooses to skip lunch because every minute offline is money foregone. Choice, autonomy, entrepreneurship, all the ideological vocabulary of neoliberal labor policy, turns out to function as the precise cover that makes absolute surplus value extraction palatable to the people subjected to it. The worker believes he is a small business owner navigating a market. What he actually is is wage labor whose choice environment has been engineered to produce exactly the level of exertion the platform needs.
This is a more total form of labor discipline than anything Taylor imagined. Taylor wanted to reduce the worker to an appendage of the machine through careful study of motion and the standardization of tasks. The algorithmic overseer reduces the worker to an appendage of the dispatch system itself. Every movement is measured. Every decision is nudged. Every pause is logged as a cost. The traditional factory at least had to acknowledge the biological rhythms of the human body, partly because killing workers too fast caused supply problems and partly because organized class struggle eventually forced legal limits on the working day in the form of the Factory Acts. The platform faces neither constraint. It extracts labor until the body breaks, then activates the next driver from the reserve pool.
The injury rates documented in Amazon warehouses and among gig drivers are not anomalies. They are the expected output of a labor regime optimized for absolute surplus value extraction without regard to biological limits. Musculoskeletal damage, repetitive stress injuries, traffic accidents, psychological breakdown, occasional deaths, all of it is statistically predictable. The platform has externalized the costs of worker replacement. A driver who can no longer work simply stops getting dispatches, and another driver is activated. Engels, writing of the nineteenth-century textile mills in The Condition of the Working Class in England, catalogued exactly this pattern of systematic bodily destruction as a structural feature of the industrial system. What algorithmic management has accomplished is the reproduction of that pattern at continental scale, with the innovation that the overseer never sleeps and the surveillance never lapses.
4 IV. The Digital Landlord Is Still a Capitalist
“Imperialism is capitalism in that stage of development in which the dominance of monopolies and finance capital has established itself; in which the export of capital has acquired pronounced importance; in which the division of the world among the international trusts has begun; in which the division of all territories of the globe among the greatest capitalist powers has been completed.”
— V. I. Lenin, Imperialism, the Highest Stage of Capitalism
Everything so far concerns the labor process and the position of the circulation worker. But the labor process is one side of a two-sided relation. The other side is the capitalist, and there has been considerable confusion lately about what these platform monopolies actually are. A thesis has gained traction in ostensibly left-wing circles, associated most visibly with Yanis Varoufakis but echoed by Cedric Durand, Jodi Dean, and a scattering of academic commentators, that the platform monopolies represent a break from capitalism itself. The claim is that Amazon, Apple, Alphabet, Meta, and Microsoft have installed themselves as the feudal lords of a new digital dark age, extracting rent from captive digital serfs rather than surplus value from wage laborers. The mode of production has changed, on this account, and with it the political tasks of the left.
This is wrong, and the way it is wrong matters. If the tech monopolies really had transcended capitalism, the Marxist framework would be obsolete and we would need a new theory to fit the new epoch. But they have not transcended anything. They represent, as Lenin would have immediately recognized, the most concentrated and parasitic expression of monopoly-finance capital yet seen. The techno-feudal thesis misreads Marx’s theory of ground rent, misunderstands what the platforms actually do for a living, and leads its proponents toward political conclusions that are either confused or quietly reformist. Michael Roberts has developed this critique at length on his blog, and the argument I lay out here runs along similar lines, though the formulations are my own.
Start with the empirical claim at the core of the thesis: that the platforms do not exploit labor but merely extract rent. This is false on its face. Every one of the major technology monopolies employs millions of wage workers. Software engineers in Mountain View campuses pulling down six-figure salaries, content moderators in Manila traumatized by graphic imagery, data center technicians maintaining physical infrastructure, hardware assemblers in Foxconn plants, customer service representatives in outsourced call centers in Manila and Hyderabad, and at the bottom of the pile the warehouse workers and drivers whose exploitation we have been tracing. All of these people are wage laborers. All of them produce commodities of one kind or another, whether physical goods, software services, advertising products, or data. All of them have surplus value extracted from them in the manner Marx described.
The companion claim, that mental labor does not produce value, deserves a harsher response. It flatly contradicts what Marx actually wrote. In Volume I of Capital, in the Grundrisse, and in various preparatory manuscripts, Marx was consistent and explicit that the productive labor of modern capitalist enterprise includes both physical and intellectual work, that the collective laborer in a modern productive enterprise includes engineers and designers alongside manual workers, and that the value-producing character of labor has nothing to do with the mental or physical nature of the effort involved. The Google engineer who builds ad-targeting infrastructure produces value. The Apple hardware designer who specifies the next iPhone produces value. The Meta data scientist who optimizes engagement produces value. All of this value is appropriated by capital as surplus, and the enormous profit margins of the big tech firms are in substantial part the appropriated surplus of a highly paid but systematically underpaid global technical workforce.
The more sophisticated version of the techno-feudal thesis does not deny that platforms employ labor. It focuses instead on the fees these companies extract from third parties who use their infrastructure. Apple takes up to a thirty percent commission on App Store transactions. Amazon takes fulfillment and referral fees from merchants on its marketplace. Google and Meta sit between advertisers and a global audience of billions and take a huge cut of the digital ad market. Uber takes a commission on every ride. These fees look superficially like rents, and on this basis Varoufakis and his followers conclude that we have entered a new mode of production.
The correct Marxist response is not to declare the end of capitalism. It is to precisely categorize the rent involved. Marx in Volume III of Capital developed a detailed theory of ground rent that situated rent firmly inside capitalist value theory rather than outside it. Absolute rent arises from the monopoly ownership of a class of non-reproducible assets, classically agricultural land, where the owner can extract a share of surplus value simply for granting access to the asset. Differential rent arises when a particular producer, by virtue of superior conditions or superior technique, can produce at below the social average cost and thereby capture a surplus profit above the general rate. Neither form of rent is foreign to capitalism. Both are fully theorized inside it.
What the tech monopolies extract is best understood as a form of technological rent, in the sense Roberts and Carchedi have developed. It is a monopoly surplus profit arising from their control of digital infrastructure, network effects, proprietary algorithms, patents, and accumulated data. This technological rent is a redistribution of the global pool of surplus value toward the platform monopolists. It comes out of the profits of smaller capitalists and out of the wages of workers. The mechanism that makes it possible is the barrier to entry the platform monopolists have constructed around their infrastructure. Competitors cannot easily replicate the Amazon fulfillment network, the Google search index, the Meta social graph, or the Apple iOS ecosystem, and the third parties who need access to these infrastructures have to pay whatever the monopolist decides to charge.
None of this puts the platforms outside capitalism. Lenin analyzed exactly this dynamic, more than a century ago, as a central feature of the monopoly stage of capitalism. The emergence of enormous monopolistic concentrations capable of extracting surplus profits by virtue of their monopoly position is not a departure from capitalism. It is what mature capitalism looks like. The platform monopolies sit in direct continuity with the Standard Oil trust and U.S. Steel and the great German chemical combines Lenin wrote about, with the difference that they have extended monopoly control into new domains, namely digital infrastructure, logistical networks, and the algorithmic mediation of market exchange. The fusion of industrial and banking capital that Lenin identified as the signature of the imperialist stage finds its contemporary expression in the tight integration of the platform giants with BlackRock, Vanguard, and the financialized apparatus of Wall Street I analyzed at length in Decay.
The digital landlord, to borrow Varoufakis’s phrase, is not a feudal lord. He is a monopoly capitalist of a particularly concentrated and parasitic type. He extracts tribute from smaller capitalists and from workers, but he does so within the framework of capitalist competition, not outside it. He remains subject to the laws of motion that govern the system as a whole. The rate of profit still tends to fall. Technological substitution still threatens his position. Continuous innovation is still required for his survival. Crises of overaccumulation still stalk him. The ongoing multi-hundred-billion-dollar investment arms race in generative artificial intelligence, with every major platform pouring unprecedented sums into computational infrastructure and model development, makes a mockery of the feudal-estate metaphor. These are not lords lounging in their manors. They are capitalists locked in a brutal competitive struggle, betting their futures on whichever of them captures the next layer of technological rent before the others do.
The political consequences of getting this right are substantial. If the platforms were really feudal overlords, the appropriate response would be some form of digital peasants’ revolt, or a new legal settlement modeled on the breakdown of feudal tenure. They are not. They are monopoly capitalists, which means the appropriate response is the classical proletarian one: the expropriation of the expropriators and the socialization of the concentrated productive forces they have built. The Amazon fulfillment network, the Google search infrastructure, the Meta social graph, the Uber dispatch system, none of these are feudal estates. They are socialized productive forces whose private ownership by a handful of oligarchs is precisely the contradiction Marx identified at the end of Volume I of Capital, the antagonism between the increasingly socialized character of production and the ever more concentrated private character of appropriation. That contradiction does not resolve through nostalgia for a smaller, more competitive capitalism, and it certainly does not resolve through a new digital serfdom. It resolves through expropriation.
5 V. The Essential Worker Was Essential to Capital
“The ruling ideas of each age have ever been the ideas of its ruling class.”
— Karl Marx and Friedrich Engels, The German Ideology
Now back to the essential worker question. What was actually going on with the pandemic-era discourse, and what does it reveal about the political economy of the moment?
When the pandemic arrived, the capitalist state faced a crisis on two fronts. The first was macroeconomic, and I analyzed it at length in the previous essay. Lockdowns threatened to tip the economy into a deflationary depression, and the state responded with unprecedented quantitative easing, a multi-trillion-dollar stimulus, and an aggressive bailout of finance capital that functioned as the greatest upward transfer of wealth in human history. That is one side of what happened in 2020 and 2021. The other side, less discussed but equally urgent from the perspective of capital, was the threat lockdowns posed to the physical circulation of commodities. Printing money and crediting it to consumer bank accounts accomplishes nothing if the consumers cannot spend it, and they cannot spend it if the logistical apparatus that delivers goods to them has broken down.
This is where the essential worker category comes in. The designation was presented to the public as an epidemiological judgment about which workers were providing services critical to human welfare during a deadly pandemic. It was nothing of the kind. It was a political and economic determination about which workers would be required to continue physical labor, at heightened biological risk, in order to keep the circulation of commodities intact. Healthcare workers were included in the category because a functioning healthcare system was obviously required. But alongside them, and vastly outnumbering them, were grocery store workers, warehouse workers, delivery drivers, food processing workers, and transit operators, all of them essential not to human flourishing in the abstract but to the preservation of the realization circuit of capital during a moment of acute crisis.
The composition of this workforce was not random. Across the advanced capitalist world, and especially in the United States, the essential workers were drawn disproportionately from the most structurally vulnerable segments of the working class. Immigrants. Racial minorities. The working women of the low-wage service economy. Older workers. Those without higher education credentials. The professional-managerial class, by contrast, was almost entirely able to transition to remote work from sanitized suburban homes, insulated from both biological risk and economic disruption. The material reality of the pandemic was therefore a stark class and racial stratification in the distribution of risk. One class of workers retreated to safety. Another was legally and economically compelled to continue physical labor under conditions guaranteed to increase rates of infection, serious illness, and death.
Presented honestly, this arrangement would have been politically explosive. Imagine a government announcement stating plainly that several million low-wage workers, disproportionately non-white, would be required to expose themselves to a deadly airborne pathogen so Amazon, Walmart, Kroger, UPS, and DoorDash could continue to generate profits, while the professional class protected itself through remote work and home delivery staffed by the very workers being sacrificed. An announcement like that would have risked genuine class consciousness, genuine political mobilization, and genuine demands for a redistribution of risk and reward.
The essential worker discourse solved this political problem. By elevating the required-to-work workforce to the status of heroes, front-line defenders, and objects of collective gratitude, the discourse turned a straightforward capitalist extraction into a narrative of shared sacrifice and national unity. Workers were encouraged to take pride in their dangerous labor. Stay-at-home professionals were encouraged to perform their appreciation through ritual gestures: the evening applause from balconies, the yard signs, the social media hashtags, the corporate TV ads with swelling music over footage of delivery drivers and hospital staff. The stratified distribution of biological risk was transmuted, through these ideological mechanisms, into a feel-good story about the country pulling together.
This is exactly what Marx and Engels described in The German Ideology when they wrote that the ruling ideas of any age are the ideas of its ruling class, and that the ruling class has a vital interest in presenting its particular interests as the universal interests of society. The capitalist need to preserve circulation was presented as everyone’s need to support essential workers. Capital’s indifference to worker death was presented as national gratitude. The brutally unequal distribution of risk was presented as collective sacrifice. The entire ideological apparatus of the bourgeois state, meaning the mainstream media, the corporate PR machinery, the political class, and the cultural production of Hollywood and Silicon Valley, worked overtime to produce and sustain this narrative.
What confirms the ideological character of the whole business is what happened the moment workers tried to convert their new hero status into material gains. In 2020 and 2021, essential workers in multiple sectors attempted to extract concrete concessions. Hazard pay. Expanded healthcare. Paid sick leave. Protective equipment. The right to refuse dangerous work. Union recognition. In almost every case, the response from capital and from the state was hostile, dismissive, or grudgingly minimal. Amazon workers who tried to organize were systematically intimidated and fired. Grocery store workers who won hazard pay saw it rescinded within months. Gig platforms poured more than two hundred million dollars into Proposition 22 in California, making it the most expensive ballot initiative in the state’s history, permanently cementing independent contractor classification and foreclosing meaningful labor protections. The workers were allowed to be heroes in the ideological register. They were not allowed to be proletarians in the material register.
The essential worker discourse was, in the end, a precise inversion of the relationship it claimed to describe. What appeared as gratitude was sacrifice. What appeared as heroism was expendability. What appeared as solidarity was stratification. The discourse managed the political fallout of a massive transfer of risk from capital to labor, ensuring that the transfer could proceed without producing the class consciousness that would have made it unsustainable. Once the acute realization crisis had passed, the discourse was quietly dropped. The essential workers were returned to their prior invisibility. Their wages were eroded by the inflation the state stimulus had generated, their working conditions were left undisturbed, and their algorithmic overseers went on watching.
Stalin makes the point in Economic Problems of Socialism in the USSR that the laws of capitalist production operate with the force of natural laws, not because they are literally natural, but because they arise from objective material conditions rather than from the subjective intentions of individual capitalists. The essential worker episode illustrates this with unusual clarity. No individual capitalist designed the ideological campaign. No conspiratorial meeting assigned the talking points. No central command issued the marching orders. The convergence of media, corporate, and state messaging on the essential worker narrative emerged spontaneously from the objective requirements of capital realization during the crisis. The capitalist class did not need to conspire because the capitalist system thought for them. Ideology here was not deliberate. It was structural.
6 VI. The Vanguard Question, Picked Back Up
“The knell of capitalist private property sounds. The expropriators are expropriated.”
— Karl Marx, Capital, Volume I
The analysis has direct implications for revolutionary strategy. Decay left that thread dangling. Now back to it.
The circulation workforce is not a marginal or secondary fraction of the contemporary proletariat. It is central to the reproduction of monopoly-finance capital at its current stage. The functioning of the global economy, the realization of the surplus value extracted from peripheral production, the daily distribution of commodities across the consumer space of the imperial core, all of it depends absolutely on the labor of warehouse workers, delivery drivers, rideshare operators, and platform couriers. These workers sit at strategic choke points in the physical infrastructure of capital accumulation. A disciplined strike at a major Amazon fulfillment center, a coordinated refusal of dispatches across a metropolitan Uber or DoorDash fleet, a logistical shutdown at a major port complex, any of these would produce economic shock that a factory strike of comparable size would struggle to match. In the strict Leninist sense, the circulation workforce has been placed at the commanding heights of contemporary capitalist logistics.
And yet the organization of this workforce is obstructed by every feature of the gig economy I have analyzed. The legal classification as independent contractors forecloses traditional union organizing. The algorithmic management apparatus surveils and disciplines workers in atomized isolation from one another. The ideological apparatus promotes an entrepreneurial self-conception that actively resists collective identification as workers. The platform monopolies have invested vast sums in political lobbying to entrench these conditions in law, through state ballot initiatives like Proposition 22 and through the systematic capture of the federal regulatory agencies that might otherwise intervene. The existing American trade union bureaucracy, hopelessly wedded to an obsolete industrial-era model of sectoral bargaining, has been largely incapable of meeting this challenge.
The ostensibly socialist organizations of the American left have also failed. The DSA, the PSL, the CPUSA, all of them have produced rhetorical statements in support of gig worker struggles, and some of them have produced energetic but ultimately ineffective campaigns on behalf of specific organizing drives. None of them has developed the organizational discipline or theoretical clarity required to lead such struggles to victory. Their orientation is electoral. They focus on pressuring the Democratic Party, on winning municipal and state-level reforms, on securing the reclassification of gig workers as employees, on regulating the algorithm. At best they propose to humanize the algorithmic overseer. They do not propose to abolish it. They cannot function as a proletarian vanguard because they are not, in their actual structure and practice, organized as one. They are left-wing factions of the bourgeois political system, pressure valves through which genuine class anger is channeled into electoral dead ends.
Lenin, in “Left-Wing” Communism: An Infantile Disorder, warned against exactly this opportunist tendency. He warned against substituting parliamentary maneuvering for the patient work of building a disciplined proletarian organization capable of leading the working class to power. A century later, on the American terrain, his warning remains unheeded, and the consequences are visible every day in the inability of the existing left formations to organize a workforce that sits at the strategic center of the contemporary economy.
What is needed is an organizational form adequate to the specific conditions of platform capitalism in decay. Such a form would have to be capable of organizing a dispersed and atomized workforce across jurisdictional lines, of cutting through the ideological fog of entrepreneurial autonomy, of linking immediate economic struggles to the long-term objective of proletarian power, and of breaking decisively with the electoral opportunism that has crippled the American left for generations. No such organization currently exists in the United States. Building one is the central political task of our historical moment.
The acceleration of decay I analyzed in the previous essay, the centralization of monopoly capital, the hyper-financialization of the economy, the Bonapartist mania of the executive, the descent into delirious imperial war, will continue to generate both the material conditions and the ideological crises that make revolutionary organization possible. The ruling class cannot resolve the contradictions of its own system. There is no equilibrium to return to. Each successive attempt at stabilization, whether liberal or reactionary, Democratic or Republican, Biden or Trump, will fail, and each failure will further delegitimize the institutional architecture of bourgeois rule. Meanwhile the algorithmic overseers will continue grinding down the bodies of the circulation workforce. The tech monopolies will continue extracting technological rent from the global surplus value pool. The essential workers will continue performing the labor of realization without receiving any meaningful share of what they realize.
The revolutionary task is not to humanize the algorithm, not to reform the platform, not to break up the monopolies into smaller units that would reproduce the same dynamics at smaller scale. The task is to expropriate the expropriators. The task is to socialize the already-socialized productive forces. The task is to place the logistical commanding heights of the global economy under the democratic control of the workers who actually operate them. The Amazon fulfillment network, freed from capitalist ownership and the algorithmic whip, could serve the rational distribution of goods according to human need. The rideshare infrastructure, freed from the imperative of surplus value extraction, could function as genuinely universal transportation. The communication platforms, freed from advertising-based accumulation, could become the democratic forums for collective deliberation their founders falsely promised. None of this is a problem of technology. The technology is the inheritance the proletariat will claim when it finally claims its historical inheritance.
Until then, the algorithm watches. The quota ratchets. The driver delivers. The accumulation continues.
“The proletarians have nothing to lose but their chains. They have a world to win. Working men of all countries, unite!”
— Karl Marx and Friedrich Engels, Manifesto of the Communist Party