The Human Credit

A Market-Based Framework for Economic Transition
in the Age of AI
Version 0.1.0 — June 2026
humancredit.org
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Problem: AI Displacement of US Workers at Scale is Inevitable

Three simultaneous collapses — we have 2–3 years
When AI displacement reaches critical mass... Income Collapse Workers lose wages as the "selling time for money" contract breaks down. Labor income displaced Consumption Collapse Without wages, spending evaporates. Companies that cut labor lose customers. Revenue collapses across all markets Tax Base Collapse Income and payroll taxes disappear. Government loses its fiscal foundation. All tax revenue at risk Without intervention: social disorder, panic, attacks on the wealthy, potential revolution We have 2–3 years before this becomes a political crisis. Figure 1: Three simultaneous collapses triggered by AI displacement
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Solution: The Human Credit

How every citizen can experience true wellbeing in the post-work reality
One credit, three steps — issued, earned, redeemed 1. You Receive a Credit Every citizen gets one per year — not earned, not applied for. The more help you need, the more it's worth. Your birthright, not a handout 2. Companies Compete Providers earn your credit by delivering verified outcomes: healthcare, housing, food, education. A business opportunity, not charity 3. They Redeem to Cut Taxes Corporations offset federal taxes dollar-for-dollar. Government sets values & polices fraud — never delivers. Smaller government, lower taxes 100% free-market capitalism, just rearranged.
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Bipartisan Alignment is THE key Unlock

The same mechanism, both sides win — not a compromise
Both sides achieve their goals through the same mechanism The Human Credit Progressive Goals Universal coverage Corporate accountability No one left behind Conservative Goals Market solutions Massive tax reduction Smaller government STAKEHOLDER OLD SYSTEM HUMAN CREDIT Corporation Minimize taxes via loopholes/offshore Minimize taxes by helping people succeed Displaced Worker Invisible, dependent, no leverage Asset holder. Corporations compete for their credit Government Grow bureaucracy to distribute benefits Shrink to setting rates and enforcing fraud laws The same mechanism delivers both agendas.
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Comprehensive Support for AI-Displaced Workers

What the Human Credit means for one displaced worker

Bob, 43 — a software salesman with a mortgage and two kids — just lost his job to AI.

Without the Human Credit

His savings drain and the bills pile up. "Retraining" points him at jobs AI is already taking. He falls through the cracks — through no fault of his own.

With the Human Credit

Providers compete to earn his credit — housing, healthcare, and a path forward are covered, and Bob chooses who helps. He stays secure while he finds his footing.

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Universal Free Healthcare for Everyone

How one citizen's healthcare credit delivers a win, win, win

Your Human Credit

Congress sets your healthcare credit at about $25k/yr. A new insurer offers you free care to earn it — you accept and assign them your credit.

The Win

The insurer covers your care costs (~$12k) and redeems your $25k credit — a $13k profit. Or sells the credit to a trillion-dollar firm (Google, Meta, Anthropic) that needs the write-off.

Illustrative figures; actual credit values would be set by Congress.

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The Annual Cycle

A voluntary federal tax incentive — the annual cycle
Government Citizen Corporations ① Credits issued ② Providers compete ③ You choose your provider ④ Services delivered ⑤ Credits assigned ⑥ Credits redeemed to offset taxes 1 Credit Issuance 340M credits issued Jan 1. Congress sets categories & values. 2 Providers Compete Corporations approach you — your credit is a business opportunity. 3 You Choose Your Provider You decide who earns your credit. Your choice drives the market. 4 Services Delivered Housing, healthcare, training, enrichment — whatever you need, delivered by competing providers. 5 You Assign Credit Year-end: you reward providers that actually delivered results. 6 Credits Redeemed to Offset Taxes Providers redeem credits to offset federal taxes dollar-for-dollar.
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How Human Credits are Structured

Mutually-exclusive Categories, each carrying universal Parts — like Medicare Part A/B/D
Minor (dependent child)Per child
Part A · HealthcarePediatric & preventive care
Part B · HousingFamily housing share
Part C · Food SecurityChild nutrition
Working adult (employed)Modest
Part A · HealthcareCoverage atop a paycheck
Part B · HousingHousing support
Part C · Food SecurityFood security
Transitioning adult (not employed)Higher
Part A · HealthcareFull coverage
Part B · HousingHousing
Part C · Food SecurityFood
Retiree (past working age)Mid–high
Part A · HealthcareComprehensive + elder care
Part B · HousingHousing
Part C · Food SecurityFood
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The Post-Work Economy

Credits are fungible and refundable — a genuine marketplace
Local providers earn credits by serving citizens, then trade them to major corporations for tax relief The Citizen State & Local Providers Housing Food Healthcare e.g., churches, non-profits, physicians, landlords, grocers, and many more assigns credit delivers outcomes Credit Market sell surplus Major Corporations Google Anthropic OpenAI Amazon Apple credits redeem to offset federal taxes, dollar-for-dollar

Assignment

The accountability engine — the citizen chooses who earns the credit, so providers must actually help.

Fungibility

A provider can sell surplus credits to a trillion-dollar firm that needs the write-off.

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Why This Mechanism Is Different

Not UBI. Not a handout. Outcome-based and citizen-assigned.

Your Value Is Inherent

You are valuable because you are human — and you hold an asset the private sector needs. A person in need is an opportunity, not a burden.

Outcomes Drive the Market

Base credits don't cover provider costs; profit comes only from verified results. Competition drives quality upward.

Self-Balancing

More displacement → more high-value credits → greater incentive to help. The faster displacement, the more valuable humans become.

Disinflation

Values anchor to service-delivery outcomes, not dollar amounts. AI productivity exerts downward pressure on the cost of each outcome.

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Where the Money Comes From

US labor compensation runs about $16 trillion/yr. As AI displaces a growing share, that money becomes corporate profit. Most funding levers ramp up only as displacement deepens — ~30% is the inflection point.
0% 25% 50% 75% 100% 10% 30% 50% 70% 90% AI labor displacement ~30% trough 25% 55% 1. Voluntary tax offset 2. Gov't non-delivery efficiency 3. New human-services economy 4. Priming spread (tapers) 5. Windfall capture (flat rate) 6. Closing tax avoidance 7. Disinflation tailwind 8. Bounded transition deficit 9. Entitlement redirect 10. Direct tax adjustment (reserve) Illustrative engagement of each lever as displacement rises. At ~30%, closing-avoidance and entitlement-redirect are barely on; they take hold afterward.

Tax the Windfall

As AI turns labor cost into profit, the Human Credit captures a fair slice — taxed at the existing rate, with the loopholes that let it escape closed.

Redirect Entitlements

Legacy entitlements (~$4.17T) are redirected into the system as it matures.

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Break-Even Analysis

Funding scales with displacement itself — break-even projections for two incentive tiers (budget and generous)
+$2T $0 -$2T -$4T -$6T break-even ~40% break-even ~70% 10% 30% 50% 70% 90% AI labor displacement Budget tier ($30k) Generous tier ($50k) Without the levers bounded transition bridge Illustrative. The gap from "Without the levers" is closed by closing avoidance, disinflation, re-employment, and entitlement redirect.
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Fraud Prevention and Enforcement

340M credits worth trillions — fraud must be unprofitable and catastrophically risky

Prevention by Design

Outcome-based: a provider earns only by delivering. Individual assignment is required. A public blockchain records every issuance, assignment, and redemption — auditable by anyone.

Fiduciary Standard

Providers accepting credits owe an imputed fiduciary duty to credit holders — accountability beyond criminal penalties.

Criminal Penalties

Individual fraud: up to 5 yrs + $250k fine. Corporate: up to 10 yrs, 3× fine, executive liability, permanent ban. Organized: RICO, up to 20 yrs.

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Everyone Wins

Citizens, the private sector, and government all come out ahead

For Citizens

  • Self-directed support; you choose providers
  • Dignity and purpose apart from a wage
  • Effective retirement at any age
  • Freedom from bureaucratic gatekeeping

For the Private Sector

  • Massive tax relief on AI-generated profit
  • No new wealth taxes — a tax reduction
  • The consumer base stays alive
  • Innovate freely, no government mandates
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The Time Is Now

We cannot wait until millions are displaced to build these systems. The Human Credit is a starting point — not perfect, not complete, but a possibility worth exploring before we run out of time. We invite critique, refinement, modeling, and debate.

humancredit.org
A New Deal for the AI age.
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