The Missing Collective
The opt-out form, the subscription canceled, the resignation letter. These are choices. They are not votes. They are all that remains after decades of consolidation and scale.
I did not get to vote on the Chromebook.
I do not remember when the decision was made, or who made it, or whether anyone wrote down the reasons. The device arrived in my child’s backpack with a small laminated login card and the assumption, baked into every email that followed, that this was simply how school worked now.
The AI policy is arriving the same way. A paragraph in a back-to-school packet. A learning platform with a chatbot built in. A statement from the district about responsible use. No vote. No meeting. No moment at which a community of parents and teachers sits in a room together and decides what kind of technology belongs in the rooms where their children spend their days. We somehow have the time and space to argue about banning Faerie novels but do not have the same for this?
I am not telling you this because I think the Chromebook was wrong. I am telling you this because somewhere between my own elementary school years and my children’s, the question of what shapes our children stopped being a question a community got to answer together, in the messy rooms of committee meetings and town halls. Technology deployment decisions became something someone else answered for us, and the only response left available is whether to opt my own child out.
This is not a voice. It is barely a right. It is a permission slip to big tech.
One room, several rooms.
The pattern is not about parenting though. It is about what happens when a technology is deployed into any human context—a classroom, a workplace, a market, a country—without the humans in that context having their say.
The Chromebook is one instance. The leadership team on Monday morning, watching the calendar fill with ‘strategy’ meetings, called by a CEO who has just been out for two weeks reading ten books on a beach somewhere, is another. The customer service department that received a Slack message about a new AI coworker. The middle manager whose institutional knowledge was externalized to a vendor through a Frontier Alliance contract she did not sign. The customer at the checkout, voting with her wallet against something that thirty million other customers are also voting against, in a market that aggregates those votes into a 0.4% revenue drift and continues serving technology anyway.
In each case, the people who will live inside the technology were not in the room when the decision to deploy it was made. In each case, what they were handed afterward was an instrument and told it was sufficient. The opt-out form. The performance review check-in. The resignation letter. The wallet.
None of the instruments are votes. All of these obscure the loss of voice.
The replacement ‘options’ do not work.
The opt-out form is a way to remove yourself from a decision that was made before you arrived. It changes nothing about the decision. It only changes whether you are subject to it. The resignation letter is the worker’s right to exit, framed as his primary instrument of expression—if you don’t like the change, you can leave—but leaving does not change the change. The wallet is a market signal aggregated alongside millions of others, filtered through every imperfection of consumer information; it is to political voice what the temperature gauge is to a thermostat. An input that gets processed by a system you do not control, into an output that may or may not reflect what you actually wanted.
We have been sold for forty years that these instruments are sufficient. That the market is a kind of democracy. That the resignation letter is the worker’s most powerful tool. That the opt-out form is the protection of individual liberty against collective overreach.
In each case, the framing has done a particular kind of work. It has translated a shared question into an individual one and handed the individual an instrument that cannot do what voting does. Do we, as a community, want this thing in our rooms? becomes decide for yourself, alone.
The word for what was taken is collective bargaining.
A union is the collective form of authority that individuals already possess. A worker has an individual right to quit. A union of workers has the standing authority to negotiate, to set terms, to refuse, to require consultation before something changes in the room where the work gets done. The individual right is the building block. The collective form is the architecture required to build.
This architecture has been disassembled across every domain in American life. Not just labor—although labor is the clearest case. Civic associations. School boards with real authority. Professional guilds. Trade associations that represented their members rather than their members’ largest customers. Each was a standing structure through which a group of people could speak together and require that the people designing the conditions of their lives or businesses first come and explain themselves.
The response to the criticisms each of these structures too often earned was not to reform them. The response was to dissolve them, on the grounds that the individual—armed with rights, choices, and information—would do better. The individual has not done better. The individual has been handed an instrument that cannot do what the structure used to do, and has been told that the instrument is sufficient, and has spent forty years discovering that it is not.
The steelworker was told the same story the engineer is being told now: that the technology was inevitable, that the responsible move was to retrain, that the individual who kept up would be fine, that the union was the problem and scale was the solution. The result, after thirty years, was too many hollowed-out towns and a country still reckoning with what it cost. Knowledge workers spent that period assuming it could not happen to them, because their work was cognitive and therefore safe. The factory was the rehearsal. You are in the main performance.
The dread the engineering team feels on Monday morning, when the CEO walks back in with ten books and a restructure plan, is not anxiety about change. Engineers are not afraid of change. The dread is the specific recognition that the change is being announced rather than discussed, and that the individual instruments available all lead to a lost job, a lost identity, a lost community. So you accept the decision. No one checks the CEO. The system moves on.
Scale was the mechanism.
The mechanism that led us here was not malice. It was the glorification of scale.
The collective form is fundamentally a small-number architecture, with a built-in constraint on growth. It requires a number of people who can know each other, deliberate together, and bind themselves to one another’s outcomes. The school board worked at a few hundred families. The union worked at a shop floor. The civic association worked at a town. The guild worked at a trade small enough to vouch for itself.
As each scaled past the number at which a collective can actually function, the form did not adapt. It dissolved, because it was never designed to operate at the one-to-millions scale of the digital era. What replaced it was the only thing that can operate at one-to-millions: the platform, the market, the form letter, the aggregated individual signal. We did not lose the collective because we chose to. We lost it because we built systems at a scale the collective could not survive, and we kept calling what was left by the old names.
The EU just remembered. The U.S. forgot on purpose.
The recent pushes from the European Union and Southeast Asian governments around what is being called digital sovereignty are not, fundamentally, technology policy. They are an attempt by collectives—nation-states, in this case—to reassert the right to bargain over what shapes the people inside their borders. The EU is asking, at the national scale, the same question the parent is asking at the school board and the engineer is asking on Monday morning: who decided this, and were we ever in the room?
The American absence from this conversation is the natural endpoint of forty years of translating every shared question into an individual one. Parental rights instead of parental union. Personal brand instead of professional guild. Customer choice instead of public deliberation. Right to work instead of right to bargain. The vocabulary itself has shrunk to fit the individual, because individuals are cheaper to administer than communities.
What makes AI different.
Every prior technology that eroded collective bargaining still left the thinking itself to us humans. Television shaped what we watched and how long we watched it, but the thoughts in response were still ours. The smartphone captured attention and fragmented it, often badly, but the attention belonged to the person whose attention it was.
AI is the first technology where the thought forms inside the tool, not in the person.
A child whose elementary writing is drafted by a chatbot has not learned how to start a sentence on her own. A worker whose analytical judgment runs through an AI coworker no longer practices the analysis. A citizen who asks the assistant what to think about a policy now receives an answer she did not generate, in language she did not choose, shaped by training data she did not see. The work of forming a thought is being offloaded, gradually, to a system that is happy to do it on our behalf.
Every layer of thinking we give up makes the recovery of any future layer harder.
The work of the next decade.
The work of the next decade is rebuilding collective bargaining at every scale where it was stripped away. Not parental rights. Parental union. Not personal brand. Professional guild. Not customer choice. Public deliberation.
It begins with refusing to mistake an exit for a voice. The opt-out form is not a vote. The wallet is not a vote. The resignation letter is not a vote. They are individual exits from rooms whose conditions were decided before we arrived.
It also begins with the recognition that the collective form is a small-number architecture. We will not rebuild it at one-to-millions. We will rebuild it at the school, on the team, at the farmers’ market, in the neighborhood, at the studio. The scale at which humans can know each other is the scale at which collective bargaining works. Anything larger is a system, and systems are what we are bargaining with, not what we are bargaining through.
Many of you have been inside this form already, even if you did not name it explicitly. The neighbors who quietly set up a Friday night child care rotation so each set of parents gets a real evening off. The writers who find, in a small group, a closeness the platforms cannot manufacture. The colleagues who cut past the framework slides and reach the human level faster than the meeting was scheduled for. The investors who keep gathering at camps and small retreats, finally listening, because the scale of the room allows it.
The collective did not die. It lives wherever you find people tending to it.
And now for my closing ritual: Thesis and Texture
Each week, I end with two book recommendations. One that sharpens how we think about systems, strategy, and intelligence. Another that holds what systems can’t: the texture of being human.
Because building good systems while living a beautifully full human life requires both.
The thesis: The Sum of Us by Heather McGhee. McGhee’s argument is that American collective infrastructure—the public pools, the schools, the shared institutions—was not lost to drift. It was actively dismantled, sold to the public as a zero-sum exchange in which the collective itself became politically untouchable. She names the social and political mechanism that ran alongside the structural one. Scale dissolved the form. The story we were told about why the form was not worth keeping made sure no one rebuilt it.
The texture: My Friends by Fredrik Backman. Backman has spent a career writing about the small-number form: hockey towns, apartment buildings, friendships that hold across decades. My Friends is his return to the territory he knows best, and like every Backman novel it is, underneath the warmth and the wit, an argument about what binds people to each other when nothing structural requires them to stay. McGhee names what was dismantled. Backman writes the thing itself: people at the scale where they can still recognize each other, choose each other, and stay.




Well written. At first I could not get past the first three paragraphs. Your view is nuanced. I corrected myself by following you all the way through. But I cannot help wondering if AI and its effects are not a symptom of one of the most bureaucratic societies to ever exist? If AI serves an efficiency that the bureaucracy could never achieve alone? Who can blame them for grasping at it? Have you ever worked for the government before?
It almost destroyed me. All my values my character, my discipline…in service of something that only aimed to extract me…It was the only job I have ever quit in my entire life not knowing what I would do after. I felt carved, like a pumpkin with no ability to haunt. I felt I had no shape, nothing.