The Berry of Technological Inevitability

Here is the berry they are handing you right now: AI is progress. Adapt or die. The robots are coming for your job, and there is nothing anyone can do about it, so you had better learn to code — or prompt — or pivot — or hustle — or whatever the verb is this quarter.

Let me tell you something about technological inevitability. I spent thirty-three years in tech. I was there when the internet went from a curiosity to a utility. I watched the platforms grow from dorm-room projects to planetary infrastructure. I was in the room when decisions were made about what technology would do and who it would do it to. And I am telling you: every single “inevitable” outcome was the result of a choice. A policy decision. A funding allocation. A regulatory gap. A deliberate looking-the-other-way.

AI displacing workers is not a force of nature. It is a business model. It is a choice made by people who stand to profit from it and enabled by politicians who either do not understand it or are being paid not to. The idea that your labor — your time, your skill, your decades of experience — can be rendered obsolete by a machine trained on your own work product, without your consent and without compensation, is not progress. It is theft with a press release.

At 63, I was forced to train my foreign replacement. I know what it feels like to be told you are obsolete by the same system that told you, a decade earlier, that you were essential. The technology did not change that fast. The willingness of corporations to use it against workers did. And that willingness was enabled by a political class that has not passed a single meaningful piece of labor-protective legislation in the age of AI. Not one.

They want you to think this is inevitable because if you think it is inevitable, you will not fight it. And if you do not fight it, they win. That is the whole game.

This chapter names the game. It shows the numbers. It shows the mechanism. It shows the constitutional vacuum that leaves workers defenseless — and the Amendment that fills it.

You thought the H-1B visa program was bad. You thought training your foreign replacement was the bottom. You thought watching your $150,000 salary get shipped to someone willing to work for $85,000 was the worst thing corporate America could do to you.

You were wrong.

The worst thing is what comes next. And it’s already here.

Artificial intelligence is not a future threat. It is a present-tense economic weapon being deployed against American workers right now, today, at a scale that makes the H-1B displacement look like a dress rehearsal. The same corporations that learned to replace American workers with cheaper foreign workers are now learning to replace all workers—foreign and domestic—with systems that cost a fraction of even the cheapest human labor, never sleep, never complain, never file lawsuits, and never demand a living wage.

The numbers are staggering. And they should terrify you.

The Numbers They Don’t Want You to See

In the first six months of 2025 alone, companies reported 77,999 tech job cuts directly connected to AI adoption. That is hundreds of people losing their jobs every single day. Not to offshoring. Not to visa workers. To machines.

But that’s just the beginning.

By 2030, experts estimate that 92 million jobs worldwide could be replaced due to AI and other labor market shifts. That equals roughly 8 percent of today’s total global workforce—gone. Not retrained. Not repositioned. Eliminated.

Here in the United States, the projections are even more alarming:

• 47 percent of all U. S. workers are at risk of automation over the next decade. Nearly half the workforce.
• 11.7 percent of the total U. S. workforce—more than one in ten workers—could already be replaced by AI today. Not in five years. Today.
• 80 percent of the U. S. workforce could have at least 10 percent of their tasks influenced by large language models—the same technology behind Chat GPT, Claude, and the tools corporations are racing to deploy.
• 60 percent of all occupations in advanced economies could be impacted by AI by 2030.
• Only 23 percent of workers currently hold jobs that are least likely to be replaced. That means 77 percent of us are in the crosshairs.

Wall Street banks alone expect to cut approximately 200,000 roles over the next three to five years as AI takes over entry-level and back-office tasks. Global manufacturing could lose 20 million jobs to automation tools by 2030. And 7.5 million data entry and administrative jobs could disappear by 2027—next year—as AI tools replace repetitive office work.

This is not speculation. This is happening. Thirty percent of U. S. companies have already replaced workers with AI tools. That number is projected to rise to 38 percent in the near future. One in six employers expects AI to reduce headcount in 2026.

From H-1B to AI: The Same Playbook, Infinite Scale

When I was forced to train my foreign replacement at 63 years old, the logic was brutally simple: my employer could pay an H-1B worker roughly half my salary. Corporate profits increased. My three decades of expertise became worthless overnight.

That logic hasn’t changed. It has accelerated.

When a corporation replaces a $150,000 American IT worker with an $85,000 H-1B worker, profits increase by $65,000 per position. That’s significant.

But when that same corporation replaces that H-1B worker with an AI system that costs $15,000 per year—an AI that never sleeps, takes no benefits, files no lawsuits, never needs a visa, and never demands a raise—profits don’t just increase. They explode.

The infrastructure for AI displacement is identical to the infrastructure used for H-1B displacement: legal teams to structure the transition, training programs to capture institutional knowledge before workers are eliminated, PR campaigns to sell the narrative of “innovation” and “efficiency,” and political lobbying to ensure that no law stands in the way.

The U. S. Chamber of Commerce provides the same political cover it has always provided. The courts provide the same constitutional protection for corporate “persons.” The playbook is identical. Only the scale is different.

H-1B affected specific sectors—technology, engineering, medicine. AI affects every sector.

Customer service? Eighty percent of those roles could be automated. Data processing and information handling? Sixty-five percent of tasks can already be automated. Administrative work? Forty-six percent automatable. Legal tasks? Forty-four percent. Even marketing—51 percent of workers in advertising and marketing expect their jobs to change fundamentally due to AI.

The only sectors with low immediate exposure are those requiring physical presence—construction at 6 percent, maintenance at 4 percent. But even those numbers are climbing as robotics advance.

The Gender Dimension: Women in the Crosshairs

If you think AI displacement will hit all workers equally, think again.

In the United States, 79 percent of employed women work in jobs at high risk of automation, compared to 58 percent of men. In high-income countries, the disparity is even starker: 9.6 percent of women’s jobs face the highest risk of severe automation disruption, compared to just 3.2 percent for men.

Why? Because women are disproportionately concentrated in exactly the roles AI is designed to replace first: administrative support, data entry, customer service, office management, bookkeeping, and human resources screening. These are the positions where AI excels—processing structured information, handling routine communications, managing repetitive workflows.

The same corporate system that forced mothers into the workforce by suppressing wages until a single income could no longer support a family is now preparing to replace those mothers with machines. The double bind is complete: you can’t afford not to work, and increasingly, there’s no work left for you to do.

The Generational Betrayal

Young workers feel the threat most acutely. Among workers aged 18 to 24, 52 percent worry that AI will negatively impact their future careers. Younger workers are 129 percent more likely to fear job loss from AI compared to older workers.

And they’re not wrong. Data shows a 13 percent decline in employment among workers aged 22 to 25 in AI-exposed roles. The entry-level positions that once served as the bottom rung of the career ladder are being automated first.

Think about what this means. A generation of Americans—many carrying record student loan debt—is entering a labor market where the entry-level jobs that previous generations used to build careers simply don’t exist anymore. They were told to get educated, get skilled, get competitive. They did everything right. And the machines beat them to the interview.

Sound familiar? It should. It’s the same betrayal I experienced at 63. They’re experiencing it at 23.

Workers with bachelor’s degrees are actually at higher risk than those without: 27 percent of workers with a four-year degree work in highly exposed jobs, compared to 19 percent with some college and just 12 percent with only a high school education. The cruel irony is that the more educated you are, the more vulnerable you may be—because AI targets knowledge work and cognitive tasks, not physical labor.

Corporate Personhood Meets Artificial Intelligence: The Constitutional Crisis

Here is where the threat becomes existential.

Under current constitutional doctrine—the doctrine established by Citizens United and Buckley v. Valeo—corporations are “persons” with constitutional rights. They have First Amendment protections. They have due process rights. They have equal protection claims.

Artificial intelligence does not need to be declared a “person” to devastate the American workforce. It simply needs to be owned by a corporate “person” that has a constitutionally protected right to maximize shareholder value.

And that’s exactly what’s happening.

When a corporation deploys AI to replace human workers, it is exercising what the courts have recognized as its constitutional prerogative: the right to manage its business, allocate its resources, and pursue profit. No law currently prevents it. No constitutional provision protects the displaced worker. The corporate “person” has rights. The human person has a cardboard box and a severance package.

The logic of corporate personhood combined with AI creates what can only be described as constitutional human obsolescence. The system doesn’t just permit human replacement. Under current legal doctrine, it effectively requires it. A corporate board that fails to deploy cost-saving AI technology could face shareholder lawsuits for breach of fiduciary duty. The legal framework demands that corporations replace humans with machines whenever doing so increases profits.

This is the endgame of the Powell Memo’s fifty-five-year project. Not just the capture of government by corporate interests, but the legal and constitutional framework for making human workers economically obsolete—and calling it progress.

The “New Jobs” Myth

You will hear the optimists. You will hear the consultants and think-tank fellows and corporate PR departments tell you that AI will create more jobs than it destroys. They’ll cite projections that AI could help generate 170 million new jobs worldwide by 2030, with a net gain of 78 million jobs globally.

Let’s examine that claim honestly.

The new jobs being created are overwhelmingly in technical fields: AI Engineer (demand up 140 percent), AI Content Creator (up 130 percent), Prompt Engineer, AI Solutions Architect, AI Product Manager. These are jobs that require advanced technical skills, specialized education, and years of training.

Now ask yourself: What happens to the 50-year-old bank teller whose job was automated? The 45-year-old customer service representative replaced by a chatbot? The 35-year-old data entry clerk whose position was eliminated? Are they going to become AI Engineers? Are they going to learn prompt engineering?

Only 6 percent of workers believe AI will create more job opportunities in the long run. The other 94 percent see what’s coming.

The “new jobs” argument is the same argument corporate America has made for fifty years about every form of displacement. “Sure, we shipped your factory job to China, but look at all the new service jobs!” Those service jobs paid half as much. “Sure, we brought in H-1B workers, but look at the innovation economy!” That innovation economy didn’t include you. “Sure, AI will eliminate your position, but look at all the AI engineering jobs!” Jobs that require skills you don’t have, education you can’t afford, and credentials that take years to acquire.

The net gain of 78 million jobs means nothing if the people who lost jobs can’t access the new ones. It’s not a net gain. It’s a transfer—from the many to the few.

What the US Majority Amendment Does About It

This is precisely why the US Majority Amendment includes explicit protections against AI displacement. Not as an afterthought. As a core provision. The Amendment’s broader framework — stripping corporations of constitutional personhood and declaring that money is not speech — is covered in detail in the full legal analysis later in this book. Here, we focus on what matters most to workers staring down the barrel of the machine: Section 3, the human labor protection clause.

The Amendment establishes that AI is a tool — not a person, not a worker, not a rights-holder — and that the right of human beings to work shall not be abridged by the deployment of any tool to perform work that a human being would otherwise perform. This is not a vague aspiration. It is a constitutional principle with legal force — the first time in American history that the Constitution would explicitly protect human labor and economic participation from technological displacement.

Under Section 3, no corporation may functionally displace human workers with AI or automated systems without first proving by clear and convincing evidence before a federal Labor Displacement Review Board that no human-centered alternative exists and that the displacement serves a compelling public purpose beyond cost reduction — and cost savings don’t qualify. The section requires mandatory advance notice, transition support at full prior compensation for not less than twenty-four months, five-year continuation of health and retirement benefits, full severance, pension protection, priority right of reinstatement, and payment into a Community Stabilization Fund of five times first-year labor savings. For five years after displacement, no executive compensation increases, share buybacks, or dividend increases above pre-displacement levels until workers are made whole. Violations trigger reinstatement or treble damages. Workers have a private right of action to enforce these protections in court. That rewrites the rules of the game. Right now, a corporation can fire ten thousand workers on a Tuesday, deploy an AI system on a Wednesday, and post record profits on Thursday — with zero legal obligation to the human beings it discarded. Section 3 ends that. Displacement without accountability becomes unconstitutional.

Congress and the States gain explicit authority to regulate AI deployment in the workplace. This means elected representatives — accountable to workers who vote — can establish requirements for AI transition timelines, mandate severance and retraining programs, create tax structures that discourage wholesale human replacement, and ensure that the benefits of automation are shared rather than hoarded.

The AI tax becomes constitutionally permissible. Currently, corporations face no additional cost for replacing a human worker with an AI system. In fact, they save money — no payroll taxes, no benefits, no workers’ compensation. A human employee costs a corporation roughly 30 percent more than their salary in taxes and benefits. An AI system costs nothing beyond its operating expenses. The Amendment enables Congress to impose taxes on AI deployment that fund worker transition programs, ensuring that corporations cannot simply externalize the costs of automation onto displaced workers and taxpayers.

The constitutional shield disappears. Under current law, every attempt Congress makes to regulate AI displacement can be challenged in court by corporate lawyers arguing that their client’s constitutional rights have been violated. With the Amendment, those challenges fail. Corporations are legal constructs, not constitutional persons. They have no rights that supersede the right of human beings to earn a living. The playing field is leveled for the first time in fifty years.

The Clock Is Ticking

Fourteen percent of the global workforce—375 million workers—may need to change careers by 2030 due to AI-driven disruption. That’s four years from now. The AI exposure scores are rising by 9 percent every year, meaning the capability of AI systems to replace human tasks is expanding at an accelerating rate.

We do not have decades to address this. We do not have the luxury of incremental reform. The same fifty-five-year strategy that gave us corporate personhood, money-as-speech, and the $30 trillion wage theft is now deploying its final weapon: artificial intelligence combined with constitutional protection for the entities that control it.

The US Majority Amendment is not just about reversing Citizens United. It is not just about getting money out of politics. It is about establishing, for the first time in constitutional history, that the economy exists to serve human beings — not the other way around.

The fifty-five-year project that stole $30 trillion from American workers is entering its final phase. First they suppressed your wages. Then they shipped your job overseas. Then they imported cheaper workers to replace you. Now they are building machines to replace all of you — every last one — and the Constitution, as currently interpreted, protects their right to do it.

The machine is coming for your job. Not eventually. Not hypothetically. The displacement curve is accelerating at 9 percent per year. Four years from now, 375 million workers worldwide will need to change careers. Your window to act is not a generation. It is an election cycle.

2028. One election. One amendment. The right of human beings to earn a living, written into the Constitution before the machines write us out of the economy.

Sources: World Economic Forum Future of Jobs Report 2025; MIT CSAIL AI workforce study; IMF Gen-AI and the Future of Work 2024; Bureau of Labor Statistics; Open AI/University of Pennsylvania AI exposure research; Pew Research Center workforce surveys; Anthropic labor market impact study; Brookings Institution AI adaptation research.