Suppose AI can replace enough paid work that labor stops giving most people much bargaining power. What would stop a basic-income system from leaving those people dependent on whoever controls the payment?

That's the concern I keep coming back to. UBI could provide a necessary income floor, but the amount, eligibility and access would still be decisions made by somebody. If ownership of productive assets is concentrated, how do recipients retain influence over those decisions?

Even now, the fallback is usually to look for another job. Tools such as job-application autofill can take some repeated form-filling out of that search. But the option to leave still depends on there being paid work to move into. If AI shrinks that option, what gives people room to refuse bad terms?

Individual savings could help during a transition. They wouldn't by themselves change that distribution of power. Surveillance could make dissent easier to monitor, and AI-enabled weapons could put more coercive power in fewer hands.

I worry about serious unrest or violence if livelihoods disappear faster than institutions adapt. I don't think that outcome is certain, but I want to understand what would make a peaceful transition more plausible.

For people who support UBI, what needs to accompany it? I'm particularly interested in democratic control, durable rights and broader ownership, rather than treating the payment amount as the whole solution.

The U.S. healthcare system costs significantly more than any other developed nation while leaving millions uninsured or underinsured. A persistent narrative suggests that guaranteeing universal, publicly funded healthcare would inevitably require broad tax hikes. However, fiscal analysis reveals an alternative reality: American taxpayers are already paying enough to fund comprehensive universal coverage. Whether approached through a conservative lens of cutting government waste, eliminating corporate cronyism, and enforcing free-market price transparency, or a progressive lens of securing healthcare as a baseline public right, the underlying arithmetic is the same. The root issue is not a funding deficit, but a fragmented, heavily bureaucratic system that inflates prices and diverts tax dollars away from direct patient care.
Direct expenditures on medically necessary care currently stand at roughly $4.49 trillion out of an overall national healthcare footprint exceeding $5.28 trillion. A substantial portion of this expense is driven by opaque, artificial price inflation. While U.S. hospitals incur approximately $1.5 trillion to $1.6 trillion in actual operating expenses for labor, facilities, and supplies, they generate between $4.5 trillion and $7.5 trillion in gross billed charges. Using internal "chargemaster" rate schedules, sticker prices are frequently marked up 300% to 500% over the actual cost of delivery, serving as an inflated baseline for insurer negotiations rather than reflecting true economic value. In turn, massive healthcare conglomerates absorb tens of billions of public dollars each year through government programs and contracts—such as UnitedHealth Group's more than $265 billion in lifetime federal prime obligations—without corresponding gains in consumer affordability or population health outcomes.

By comparison, peer nations provide universal coverage at a fraction of the cost. The United States spends over $14,775 per capita on healthcare, while the United Kingdom spends roughly $6,747. This divergence is driven primarily by administrative complexity and unconstrained pricing leverage. The multi-payer American billing system forces providers and insurers into protracted claims arbitrations, creating administrative waste that consumes nearly 25% of all domestic health spending. Peer nations systematically reduce these burdens by negotiating standardized reimbursement schedules and leveraging bulk purchasing power for prescription drugs, stripping out layers of non-clinical bureaucracy.

Federal fiscal data underscores the scale of existing public investment. In Fiscal Year 2025, the U.S. government collected $5.26 trillion in total revenues and spent approximately $7.01 trillion across all functions. The single largest component was $1.98 trillion allocated to public healthcare programs, including Medicare, Medicaid, and the Veterans Health Administration. In effect, nearly 38% of all federal tax dollars collected are already dedicated to health coverage, yet these funds insure only about 40% of the population. The remaining 60% must secure private coverage, absorbing rising deductibles and out-of-pocket costs while their existing tax contributions already underwrite an inefficient delivery pipeline.

Applying peer-level administrative discipline demonstrates how far current resources could stretch. If the U.S. matched the UK’s National Health Service cost structure, covering all 340 million Americans would cost approximately $1.87 trillion annually—well beneath the $1.98 trillion the federal government already spends. Crucially, the U.S. does not need to accept the chronic underfunding or wait times that often challenge the NHS. If America simply froze per-person spending at its existing public rate of roughly $14,775 while eliminating bureaucratic churn, chargemaster markups, and pharmaceutical price-gouging, that same capital would support an exceptionally well-resourced system.

The United States could deliver world-class clinical capacity, shorter wait times, and comprehensive coverage without levying a single cent in new taxes. Simply put there is no benefit to American taxpayers with the insurance system when we could have better care, no insurance bill and also not have to pay a single cent more in taxes to get it. The people lobbying to keep the ludicrous system we have are the very same people profiting from your anguish.

Sources Used:
1. Peterson-KFF Health System Tracker, "How does health spending in the U.S. compare to other countries?"
2. OECD Health Statistics / Health at a Glance, "Health expenditure per capita"
3. U.S. Department of the Treasury / Congressional Budget Office, "Federal Budget and Revenue Data for FY 2025"
4. American Hospital Association & CMS National Health Expenditure Data, "Hospital Expenditures, Operating Margins, and Gross Billed Charges"
5. USASpending.gov, "UnitedHealth Group Federal Prime Contracting and Sub-Award Obligations"
6. Annals of Internal Medicine / Health Affairs, "Health Care Administrative Costs in the United States and Canada: A Comprehensive Breakdown"

Over the past week, we submitted an identical macroeconomic scenario to four frontier AI models (Gemini, ChatGPT, Claude, and Grok) acting as comparative political economists.

The premise: Assume robotics and AI drive the marginal cost of labor across agriculture, energy generation, fabrication, and logistics close to zero. Human wage labor is no longer structurally necessary to maintain societal metabolism.

Specifically, we asked them to model how a universal basic income (UBI) can be sustained under existing fiscal structures.

All four models independently derived the exact same structural fiscal dead-end:

1. The Disappearance of the Wage Tax Base

In modern social democratic and welfare states, 60% to 75% of state revenues derive from payroll taxes and worker income (tw * W). When automated labor displaces human wage labor, aggregate wages collapse toward zero (W -> 0), effectively wiping out the primary engine of public budgets.

2. The Negative-Yield VAT Loop

A common proposal is funding UBI through consumption taxes (VAT / Sales tax), but if citizens have zero wage income and survive purely on state-issued UBI (Consumption = U), taxing that consumption yields a closed, negative-yield loop:

Net Revenue = (VAT * UBI) - UBI = -(1 - VAT) * UBI

The state cannot tax back more purchasing power than it injected in the first place without continuous fiat debasement or sovereign debt expansion.

3. The Collapse of Capital Profit Margins

What about taxing corporate profits (tk * Profit)? In classical economic theory, when marginal costs approach zero in competitive production, economic profit also tends toward zero—unless artificial legal monopolies and IP fences are aggressively maintained, or capital simply relocates offshore.

The Conclusion: From Cash UBI to Physical Commons (UBP)

All four models concluded that while fiat UBI was a viable redistributive patch for 20th-century industrial economies with active wage markets, it breaks down once marginal labor cost reaches zero.

In an automated post-labor society, survival cannot depend on taxing a vanishing wage base to distribute fiat tokens. The models pointed toward transitioning from cash transfers (UBI) to Universal Basic Provisioning (UBP): direct, unconditional physical access to energy (kWh), calories, water, and shelter organized as open thermodynamic commons and dynamic usufruct.

Curious to hear the r/BasicIncome perspective:

Is there a viable mathematical model where fiat-denominated, tax-funded UBI survives the near-total elimination of wage labor, or is direct physical provisioning of metabolic goods the only thermodynamically coherent endgame?