Monday, June 29, 2026

Funding Universal Coverage From What We Already Spend: A Single-Payer Framework

Image from Mother Jones

This is a companion to the Social Security framework posted earlier. It uses the same machinery — transition bonds retired by a structural surplus, constitutional entrenchment, a means test applied only where it belongs, and a deliberate honesty about what does not work. As with that piece, I am not claiming this is perfect or even the right path. It is a proof of concept that the obstacle to universal coverage is political, not arithmetic. It is largely written by Claude AI, prompted over many drafts and edited by me. I am looking for feedback I can push back into the model and revise. The arithmetic is the argument.


Part 1: The Problem, Quantified

Two facts sit uncomfortably together. The United States spends more per capita on health care than any country on earth — roughly $13,000 per person, about $5.3 trillion a year — and it still leaves tens of millions without reliable coverage. Spending and coverage are supposed to move together. Here they do not.

The figure that dominates the debate is the "$32 trillion over ten years" attached to Medicare for All by both its critics and, in financing form, its sponsors. The number is approximately correct and almost universally misunderstood. It is not $32 trillion of new spending. It is overwhelmingly a cost shift: money already being spent on health care — through employer premiums, employee premium shares, deductibles, copays, and state Medicaid contributions — collected and routed through one payer instead of hundreds. Of that roughly $32 trillion in new federal cost over a decade, on the order of $24 trillion is simply existing spending changing hands. The genuinely new spending — covering the uninsured and removing the cost-sharing that currently suppresses care — is closer to $3–8 trillion over ten years.

The reason the total can shift so much money while adding so little is the second quantified fact: administrative waste. U.S. health care spends about 25% of every dollar on administration — roughly $1 trillion a year. Cross-country comparison puts the excess over an efficient single-payer system at approximately $500 billion annually; U.S. administrative cost per capita runs over $2,400 against roughly $550 in Canada. This is not the cost of care. It is the cost of the apparatus that sits between the patient and the care: thousands of distinct plan designs, eligibility verification, prior authorization, billing departments, denial-and-resubmission cycles, and the price-negotiation overhead of a system where the same procedure can vary nearly fortyfold in price within one metropolitan area.

The distinction that organizes everything below: the waste is in the plumbing, not the care. A reform that simplifies the plumbing can extend coverage to everyone without a proportional increase in what the nation spends. That is the entire wager.


Part 2: Coverage by Identification Number

Most single-payer proposals carry over the architecture of insurance — enrollment, eligibility determination, cards, plan selection — because that is what the people designing them know. This is a mistake, and an expensive one. The enrollment apparatus is itself a major source of the administrative waste the reform is supposed to eliminate, and it is the single most failure-prone component of any large coverage expansion. The 2013 federal exchange launch failed catastrophically for months precisely because enrollment was the gate that controlled access to coverage.

The framework here inverts the sequence. Coverage is universal by default and keyed to the Social Security number. There is no enrollment step, no eligibility determination, no plan to choose. A person shows identification; the provider delivers care; the submission of the claim is the enrollment event. This is not novel in principle — Medicare's enrollment and billing already run through the Social Security Administration, which is exactly why Medicare's administrative overhead looks so low. The proposal extends that free-rider efficiency to the entire population.

The consequences are structural. Eligibility verification — the most labor-intensive part of provider billing — collapses to a binary check. A coverage gap becomes impossible, because there is no queue to fall out of and no website whose failure denies care. The catastrophic IT-failure mode that haunts every large coverage expansion is largely defused, because the system that must be built is provider-facing claims processing — something the government already operates at scale — rather than a population-facing eligibility engine.

On who is covered: the key is "Social Security number or ITIN." Immigrants who pay into Medicare and Social Security through an Individual Taxpayer Identification Number — roughly $6.5 billion a year in payroll taxes for programs they are categorically barred from using — are, in plain terms, subsidizing a system that excludes them. The fairness principle is simple: if you pay in, you are covered. The fiscal effect is favorable, not costly, because that population is about 97% working-age — high payroll contribution, low utilization, the demographic profile of a net contributor. ITINs are instantly distinguishable (they occupy a reserved numeric range), so this adds no verification burden.

This is emphatically not a solution to immigration, and the honest version of the plan refuses to pretend otherwise. A person covered by this system but still undocumented remains in an untenable legal limbo that health coverage does not resolve. The fair end state requires real immigration reform that resolves status and issues Social Security numbers. That is a separate problem solved separately. It is worth stating its connection to the earlier Social Security work, though: a pay-as-you-go system is a worker-to-retiree ratio, that ratio is deteriorating, and bringing working-age people into the formal SSN-holding workforce is the only demographic lever that improves the solvency of both Social Security and Medicare on a meaningful timescale. Immigration reform is not charity and not a threat; it is the demographic engine under the entitlement promise.


Part 3: Cost-Sharing, Kept on Purpose

Most single-payer proposals eliminate all cost-sharing. This is politically attractive and, on the evidence, a design error. The error is symmetric with the current system's error, which is why both are worth stating precisely.

The current system loads cost-sharing onto the front of care: high deductibles that fall on primary and preventive visits. The evidence is consistent that this is exactly backward — it deters the highest-value, lowest-cost care, and the deterred conditions reappear later as expensive acute episodes. A copay that stops a low-income patient from a $150 primary-care visit and produces a $30,000 emergency admission six weeks later did not save money. It moved and multiplied the cost.

The opposite error — zero cost-sharing on everything — discards a utilization signal that does work on genuinely discretionary care, and it maximizes the cost of the one variable that drives every estimate's spread: induced utilization.

The framework keeps cost-sharing only where the evidence supports it. Zero cost at the point of care for primary care, preventive care, mental health and substance-use treatment, chronic-disease medication, emergency care, maternity, and pediatrics — the categories where any barrier deters high-value care and generates downstream cost. Modest flat copays on discretionary use: specialist without a referral, brand-name drugs where a clinically equivalent generic exists, non-urgent emergency-department use (assessed retrospectively by triage, waived if admitted), elective imaging and procedures. A flat annual out-of-pocket cap — tracked per identification number, trivially simple under the SSN architecture — ensures cost-sharing can never accumulate into a real barrier.

A deliberate choice against income-graduation: it is the more "progressive" design on paper, but it reintroduces the means-testing apparatus the whole system is built to avoid, and a flat cap achieves the same protection — no catastrophic exposure — without the administrative machinery. This is the same principle as the Social Security framework's means test: apply complexity only where it earns its keep, and nowhere else.


Part 4: The Financing Map

The financing is mostly redirection, and naming the streams individually defuses most of the "how could we possibly afford it" objection.

Existing federal health spending — Medicare, the federal share of Medicaid, CHIP, ACA subsidies, roughly $1.7 trillion a year — consolidates into the single program. State and local governments contribute through a maintenance-of-effort payment set near what they already spend on Medicaid, roughly $860 billion a year; states trade open-ended matching obligations for a fixed, predictable contribution, which most state budget offices would welcome. Employer premium contributions (about $700 billion) and employee premium shares (about $270 billion) convert to payroll contribution — the same dollars, collected through a simpler mechanism.

The point worth holding onto: a household and an employer paying premiums today are already paying for health care. Conversion to payroll contribution is not a new burden; it is the same burden, visible on a different line. For most households the visible payroll figure is lower than the invisible premium-plus-deductible figure it replaces, because the administrative margin and insurer profit are stripped out and because the contribution is calibrated to income rather than charged as a flat premium that hits a low earner and a high earner identically.

The genuinely new revenue required — above all the redirected streams — is modest: a temporary, declining payroll surcharge on top of the existing 1.45% Medicare rate, plus a small graduated contribution from retirement income that exempts those who depend on Social Security almost entirely. Five times as many people covered as Medicare covers today, for roughly twice the Medicare payroll rate at the start, falling from there. That ratio is the fiscal headline, and it falls directly out of the cost-shift and administrative-savings arithmetic.


Part 5: The Transition Is a Timing Problem

This is the part most proposals underspecify, and it is where the framework does its real work. The difficulty is not the steady state — in the steady state the savings exceed the costs. The difficulty is that the costs and the savings do not arrive at the same time.

Coverage is universal on day one, so the costs hit immediately: covering the uninsured, absorbing the state Medicaid share, transition assistance for displaced workers, rural-hospital rate protection, system build-out. The savings mature slowly. Insurer overhead (~$275 billion a year, the bankable portion) cannot be captured until private insurance winds down over a multi-year phase-in — in the first year you are effectively paying twice. Provider billing savings mature even more slowly, as billing operations restructure and prior authorization is dismantled, and they become federal savings only if payment rates are set to capture them rather than leaving the windfall with providers. Drug-price savings are throttled early by litigation.

Modeled year by year, the result is a front-loaded valley: roughly $1.1 trillion of cumulative operating gap across the first four years, crossing into structural surplus around year five, with the matured system running a surplus on the order of $140 billion a year thereafter. The naive reading — "it runs a deficit for years" — misreads a timing mismatch as a magnitude problem. The savings do not merely cover the costs; eventually they overshoot.

The valley is financed, not taxed away. Two instruments bridge it. First, a declining payroll surcharge — about 1.0% each side in year one, 0.75%, 0.5%, 0.25%, then sunset at year five — which matters less for the revenue it raises than for keeping early borrowing down so that capitalized interest does not snowball. (Interest in the first years, when there is no surplus, must itself be borrowed; left unmanaged it compounds and the debt never retires. This is the specific failure the bridge surcharge exists to prevent.) Second, transition bonds covering the remaining gap, retired by the post-crossover surplus. Modeled with the bridge surcharge in place, peak transition debt is roughly $590 billion — less than half what it would be without the surcharge — and the bonds retire around year ten.

A typical $85,000 family illustrates the household effect: roughly $8,800 a year today in premium share plus deductibles and copays, against roughly $1,150 under the matured system. About $7,600 a year returned — not as a check, but as the disappearance of a cost that currently cannot be avoided.


Part 6: Making the Surplus Real — The Legislative Guarantees

A financing structure that depends on a future surplus is only as good as the guarantee that the surplus will exist and will not be raided. This is where the bond mechanism earns its keep a second time: bondholders are a constituency with legal standing to defend the structure, which converts a political promise into a contractual obligation. The architecture borrows directly from the Social Security framework's entrenchment logic.

A dedicated trust fund with a statutory lockbox. The captured savings flow into a Health Transition Financing Trust, pledged first to bond service; money pledged to bondholders cannot be quietly appropriated elsewhere without effectively defaulting on federal debt. Provider rates set by statutory formula rather than annual appropriation — the single largest threat to the surplus is rate erosion accomplished one sympathetic amendment at a time, and a formula (with rural and safety-net differentials built in) is far harder to erode than a discretionary rate, because each carve-out must overcome the trust fund's pledged claim. An independent actuarial trigger for a standby contribution: if the Chief Actuary certifies that debt-service coverage has fallen below a set ratio, a small standby payroll contribution (up to ~1.0% combined) activates automatically and deactivates automatically when coverage recovers — removing the politically toxic "Congress must vote to raise taxes" failure point, exactly as automatic provisions function in Social Security. An anti-diversion clause with a private right of action, giving bondholders standing to sue if Congress attempts to divert pledged savings, raising any future raid from a quiet rider to a constitutional fight over impairment of contract. And a savings-realization mandate: statutory administrative-cost targets, certified annually, with the standby contribution as the automatic backstop if the targets are missed — converting "we hope the waste drains out" into "the waste must drain out, and if it does not, the financing self-corrects rather than collapsing."

The honest residual: the formula-based rate protection is the crux, and a sufficiently determined coalition can, over enough years, amend even a formula. The bondholder constituency raises the cost of doing so; it does not make it impossible. This is the same binding constraint that closes every section — the design is sound, and what can still kill it is sustained political will to dismantle it.


Part 7: What Is Deferred, and What Does Not Work

Two benefits sit outside the core, and they are two different kinds of "not yet." Conflating them would be exactly the overpromising this framework is built to avoid.

Dental, vision, and hearing — deferred, not unaffordable. The cost is relatively modest, on the order of $55 billion a year for preventive and medically necessary services (cleanings, fillings, extractions, basic lenses, exams, hearing aids and fittings; cosmetic and premium tiers left to the supplemental market). It does not fit the core build only because of a self-imposed discipline: fund the plan within existing money to the maximum extent possible. The default is an automatic trigger — these benefits activate the fiscal year after the transition bonds are retired and the Chief Actuary certifies the surplus sustains them at a coverage margin, projected around year eleven, with a hard statutory backstop no later than year twelve, and earlier if administrative or drug savings outperform projection. The important point of honesty: Congress and the public can choose to implement dental, vision, and hearing at any time, including immediately, if they decide it is worth dedicating the revenue. The trigger is the date by which it happens automatically without new money — not a barrier to doing it sooner.

Long-term care — genuinely unfinished business. Medically necessary long-term care — skilled nursing, post-acute rehabilitation, home health, hospice — is covered from day one, because roughly $200 billion of current Medicaid spending is already this and it rides in with the Medicaid absorption. But custodial long-term care — the non-medical nursing-home room-and-board and daily-living support that actually bankrupts families, at roughly $119,000 a year for a nursing home — is not covered, and the structural surplus cannot fund it: it runs about $175 billion a year against a ~$140 billion surplus, and attaching it to the bond-payoff trigger would simply re-create the debt the trigger just retired. A person needing custodial care under this plan is left with roughly the options that exist today — private pay, private long-term-care insurance (which only about 13% hold), or spend-down to a now-federalized and more uniform Medicaid floor. That is an improvement at the margin and not a solution, and the plan says so plainly.

The realistic path to custodial coverage, stated as direction rather than worked proposal: it is the one place in this entire framework where means-testing is the right instrument. Everywhere else the plan rejects means-testing on principle, because universal coverage keyed to an identification number is the whole point and the means-testing apparatus is the waste being eliminated. Long-term care is the exception that proves the rule — and for a specific, defensible reason. Means-testing acute and primary care is perverse because it deters care in the moment. Custodial long-term care is not an access question; it is an asset-protection and end-of-life-financing question, and financing questions are precisely where means-testing belongs. The current system already means-tests it, savagely, through forced spend-down to Medicaid. The honest choice is not "universal versus means-tested" but "the cruel means test we have now versus a humane, designed one" — full coverage for those without assets, a sliding scale through the middle, and the genuinely wealthy funding their own. Nobody should be writing a public check for a billionaire's memory-care suite, and a designed asset-based phase-out (with protections for a surviving spouse and a homestead) is how that intuition becomes policy. This is flagged as the design direction, not a finished module.


Part 8: The Parts That Are Easy to Forget

A few components that round out the structure without changing its shape. The VA is preserved as an enhanced layer above the universal floor rather than absorbed into it — veterans earned specialized care for service-connected conditions that civilian medicine does not replicate at scale, and the two systems are finally made to share records and coordinate rather than forcing veterans to navigate two siloed federal bureaucracies. Displaced insurance-industry workers — on the order of 1.8 million, though a large share are near retirement and exiting anyway — are carried through roughly $170 billion over five years of transition assistance, designed to convert the most organized potential opponents of the plan into stakeholders rather than to merely compensate them. Union concerns are met by a statutory wage-recapture guarantee (employer premium savings legally required to flow to worker compensation), explicit space for supplemental union plans above the floor, and protection for the institutional infrastructure of Taft-Hartley funds, which migrate from primary insurers to genuine supplemental administrators. And artificial intelligence materially changes the institutional execution risk — fraud detection, claims adjudication, provider credentialing, and population-health management all become tractable at a scale that was not realistic a decade ago — though it changes none of the political risk, which is where the binding constraint lives.


Part 9: How It Fails

Honesty requires a failure section, as the Social Security piece had one. The failures are not primarily fiscal.

The highest-probability failure is political reversal during the transition. Coverage is universal on day one, but the organized losers — displaced insurance workers, financially stressed hospitals adjusting to new rates, employers managing the payroll-tax conversion — materialize and organize before the diffuse winners feel the benefit. A single adverse election during the four-year valley can freeze implementation, starve the transition authority, and leave the system in a permanent half-built state worse than either the status quo or the completed reform. This is precisely what happened, at smaller scale, to the Affordable Care Act over a decade and a half.

The second is provider-rate erosion. The savings that make the financing work depend on holding payment rates against the most effective lobbying apparatus in Washington, using sympathetic and genuine cases — rural hospital closures above all — as the wedge. The formula-and-trust-fund structure of Part 6 is the defense; it raises the cost of erosion without making it impossible.

The third is institutional execution — building provider-facing claims infrastructure at national scale, integrating decades-old federal systems, standing up fraud detection for a five-times-larger transaction volume. AI moves this from near-certain catastrophe to manageable challenge, but "manageable" is not "guaranteed."

What is not a serious failure mode, on the arithmetic, is the money. The steady-state savings exceed the steady-state costs. The transition valley is real but bounded and bridgeable. The R&D consequences of lower drug prices — often raised as a fatal objection — turn out to be a rounding error addressable through modest expansion of public research funding, since most genuine innovation originates in small biotech rather than the large-firm pipelines that price compression would actually trim. The financing is the solvable part.


Summary

The United States already spends enough to cover everyone; it spends it inefficiently, through an apparatus whose administrative cost is itself the waste. Routing the existing money through a single payer keyed to an identification number — coverage on day one, no enrollment apparatus, a coverage gap made structurally impossible — captures that waste and extends coverage without a proportional rise in national spending. Cost-sharing is kept only where evidence shows it helps and capped so it can never harm. The financing is overwhelmingly redirection of money already spent; the genuinely new revenue is a temporary, declining bridge, not a permanent tax, and the transition valley is spanned by bonds the matured system's surplus retires by roughly year ten. The surplus is protected by a trust-fund lockbox, formula-based rates, automatic actuarial triggers, and bondholder standing — the same entrenchment logic that made the Social Security framework's accounts constitutional property.

The costs are named rather than hidden. Dental, vision, and hearing are deferred by self-imposed fiscal discipline, not affordability, and can be accelerated whenever the public decides to pay for them. Custodial long-term care does not fit at all, and the only realistic path to it is a humane, designed means test — the single justified exception to a framework that otherwise rejects means-testing on principle. The largest risk is not arithmetic but nerve: whether the political system can hold through a four-year transition against organized opposition.

The arithmetic is the argument. The full proposal, with the year-by-year financing tables, the bond-retirement model, and the complete set of assumptions, is available for anyone inclined to check it.

Saturday, June 13, 2026

Rebuilding Social Security From the Foundation: A Six-Account Framework

 


I'm not claiming this is perfect, or even the right path. What it is is a starting point. A proof of concept that SS is not unfixable and that politics is the problem, not the solution. I will likely try to pass this on to some politicians, to get it out there...someday. This is the culmination of weeks of research, and then a LONG back in forth with Claude AI - last two days using Fable 5. It is largely written by Claude, prompted over many drafts and final editing by me. I am looking for feedback, that I can keeping pushing to Claude and revising the plan. The early 2030's failure of funding, with automatic cuts, is this plans purpose. To be "out there" in the fantastically small chance that someone important finds it, and works with it.

Part 1: The Problem, Quantified

Social Security has two failure modes operating simultaneously, and conflating them is the source of most bad analysis. The first is solvency. The second is adequacy. They require different fixes, and a solution to one does nothing for the other.

Solvency. The Old-Age and Survivors Insurance trust fund is projected to deplete around 2034. The mechanism of failure is worth stating precisely, because it is automatic and statutory: at depletion, the program is legally permitted to pay out only what incoming payroll revenue covers, which is approximately 77% of scheduled benefits. That translates to an across-the-board cut of roughly 23%, applied uniformly regardless of recipient need, on the depletion date. No further legislation is required to produce that cut. Legislation is required to prevent it.

The cause is demographic, not financial mismanagement. A pay-as-you-go system is a ratio: current workers fund current beneficiaries. That ratio was approximately 5.1 workers per beneficiary in 1960. It is approximately 2.7 today. It continues to decline as longevity rises and birth rates fall. No investment strategy fixes this, because there is no investment — payroll taxes collected today are paid out today, with the surplus historically lent to the general fund in exchange for special-issue Treasury bonds. The "trust fund" is a claim on future taxpayers, not a pool of invested capital.

Adequacy. Set solvency aside and assume full benefits are paid. They are still insufficient. The average monthly benefit is approximately $1,900. Median monthly expenditure for retiree households is approximately $3,800. The program covers roughly half of what its recipients spend. The maximum possible benefit, available only to high earners who delayed claiming, is approximately $4,018 — still barely enough.

This is not a design failure in the original sense. Social Security was architected as one component of a three-part retirement structure: Social Security, employer pensions, and personal savings. The defined-benefit pension has largely vanished from the private sector. Personal savings rates are inadequate across most of the income distribution. The other two legs broke, and the remaining leg was never sized to bear the full load.

A structural footnote that matters later. Under Flemming v. Nestor (1960), Social Security benefits are not property. The Supreme Court held that a worker's contributions create no contractual or property right to benefits; Congress may alter or eliminate them by ordinary legislation. This is why the 2034 cut is legally permissible. It also means the entire system rests on political will rather than legal entitlement — a fact with direct bearing on any replacement's design.


Part 2: The Revenue Base

The Social Security payroll tax is 12.4% of wages (split nominally between employer and employee), levied only on earnings below a cap — $184,500 in 2026. Earnings above the cap are untaxed for SS purposes. Because higher earners derive a larger share of income from above-cap wages, the effective rate is regressive: it declines as income rises past the threshold.

Removing the cap — taxing all wage income at 12.4% — generates an estimated $150–200 billion annually at current wage levels, growing over time as wages rise. The Social Security Administration's own modeling indicates that cap removal with continued benefit accrual on the new earnings defers trust fund depletion from roughly 2034 to roughly 2059. Cap removal without benefit accrual on the new earnings — treating it purely as revenue — produces a larger fiscal effect.

Medicare eliminated its equivalent wage cap in 1994. The Social Security cap's persistence is a matter of legislative inertia rather than actuarial logic.

The proposal here does not use cap removal to extend the existing system. It uses it as transition financing for a structural replacement. The distinction is the entire point: cap removal applied to the current system buys roughly 25 years of solvency on an inadequate benefit. Cap removal applied as a transition bridge buys a permanent replacement that is both solvent and adequate. Same revenue, categorically different return.


Part 3: The Framework

The replacement converts retirement provision from a pay-as-you-go promise into funded, individually titled accounts, phased in over approximately 40 years. It comprises six accounts, distinguished by funding source, access rules, investment latitude, and treatment in a retirement-stage means test. The organizing principle: investment restriction tracks funding source. Tax-funded balances are restricted and locked; the worker's own discretionary contributions earn progressively more freedom; and the boundary between the two is precisely where the means test stops examining.

Account 1 — Legacy Trust Fund. The existing system, maintained for current retirees and transitional cohorts. Funded by cap removal revenue, residual payroll tax, and transition bonds. Its obligation declines over four decades as cohorts retire under the funded system instead, until it functions solely as a means-tested supplement.

Account 2 — Mandatory Private Account. The direct replacement. Approximately 5 percentage points of the existing payroll tax (phased in by cohort) redirected into an individually titled account, invested through a Thrift Savings Plan–style structure: federal governance, competitively selected private fund managers, administrative cost near 4 basis points. Fully locked — accessible only at retirement age, permanent disability, or death. No loans, no hardship withdrawals. Roth tax treatment.

Account 3 — Mandatory 401(k). A new mandatory contribution layered on payroll tax. Auto-enrollment at 3% of wages, escalating 1 percentage point annually to approximately 10%, plus a required employer match near 3%. This is the one component that asks for new contributions beyond existing payroll tax; the analysis does not obscure that. Two regulated access doors — early retirement and adjudicated catastrophic hardship — distinguish it from the fully locked Account 2, with every withdrawal accounted for via the plus-up mechanism described below. Investment latitude splits by source: the employer match is restricted like Account 2; the employee portion gets an expanded menu (sector, international, REIT, infrastructure funds) at a 50-basis-point cost cap, but no individual securities, leverage, or crypto.

Account 4 — Voluntary 401(k). Discretionary contributions above the mandatory layers, traditional or Roth, under a combined annual contribution cap across Accounts 2–4 of roughly $15,000–$20,000. Broad investment freedom: individual securities, alternatives, crypto capped at 10% of balance. Entirely excluded from the means test.

Account 5 — Emergency Account. Funded by sequencing rather than new contribution: the first two escalation points destined for Account 3 route here until the account reaches a floor of $5,000 or two months' wages, then revert. Capital-preservation investments only, fully liquid, excluded from the means test. This is the structural answer to hardship that permits Accounts 2 and 3 to remain genuinely locked. The infrastructure exists — SECURE 2.0's pension-linked emergency savings accounts are a smaller-scale precedent already operating.

Account 6 — Birth Investment. A means-tested grant at birth ($10,000 below the poverty line, tapering to zero above 300% of it), invested in the restricted menu and locked for 65 years. Estimated cost approximately $45 billion annually.

The retirement-stage means test examines only Accounts 2, 3, and 6. It converts combined balances to an imputed monthly income (4% drawdown), compares to a threshold (150% of the poverty line), and provides a sliding-scale supplement from Account 1 to anyone below it. Accounts 4 and 5 are never examined. The test recalculates every five years through retirement, using trailing three-year average balances to neutralize point-in-time market timing.


Part 4: The Plus-Up Mechanism

The historical objection to personal-account systems is the tension between liquidity and integrity: if workers can access funds early, accounts are depleted and the safety net is gamed; if they cannot, the system is rigid and politically brittle. The standard resolution is prohibition, which is unpopular and leaks through hardship exceptions.

The plus-up mechanism resolves this as an accounting problem instead. Every Account 3 withdrawal is logged with date and amount. At the means test, each withdrawal is compounded forward to retirement age at the trailing 10-year Treasury rate as of the withdrawal date. The "phantom balance" — actual balance plus the compounded value of all prior withdrawals — is what the means test evaluates.

Worked example: a $50,000 hardship withdrawal at age 57, when the 10-year Treasury yields 4.5%, is treated at age 65 as $50,000 × (1.045)⁸ ≈ $71,000 still present in the account. Early retirement is handled identically — a balance drawn from at 60 is evaluated at what it would have been at 65 untouched.

The consequence: access is permitted without subsidizing it. A worker may withdraw, but cannot use withdrawal to manufacture eligibility for a larger supplement. This collapses the gaming surface to near zero and eliminates the need for Medicaid-style lookback investigations, because the ledger is lifetime and automatic. It is, to my knowledge, more sophisticated than any equivalent provision operating at scale.


Part 5: The Projections

Assumptions, stated for replication. Career length 43 years (ages 22–65). Real wage growth 1.5% annually. Account 2 at 5 points; Account 3 escalating to ~10% employee plus ~3% match. Drawdown at 4%. All figures in constant 2026 dollars. The base-case real return is 5.5% — deliberately conservative. The historical real return on a diversified, lifecycle-adjusted portfolio over a 40-plus-year horizon is closer to 6–6.5%; pure equity is closer to 7%. The 5.5% figure builds in room for the valuation-compression risk discussed in Part 7.

Median worker, $60,000 career average, base case: combined mandatory balance ≈ $1.43 million, producing ≈ $4,800/month at 4% drawdown. Against the current system's ~$1,900, that is roughly 2.5×.

Low earner, $30,000 career average, with birth investment: ≈ $1.04 million, producing ≈ $3,450/month — roughly double current Social Security and above the adequacy threshold, which substantially reduces the supplement obligation for this cohort.

Sensitivity:

Real returnMedian balanceMedian monthly incomeSupplement population
4.5% (compression case)~$1.13M~$3,750~30–35%
5.5% (base case)~$1.43M~$4,800~20–25%
7.0% (historical)~$2.20M~$7,300~15%

The critical property: across every modeled return path, the median outcome exceeds current Social Security by a wide margin, and underperformance manifests as a larger fiscal supplement obligation rather than as retiree poverty. The system degrades into cost, not hardship.

The accumulation curve explains why the locks and the plus-up matter. For the median worker at base case, the balance trajectory runs roughly $120K at 35, $340K at 45, $710K at 55, $1.2M at 62, $1.43M at 65. The final decade contributes more than the first three combined, because compounding is back-loaded. A $50,000 withdrawal at 45 forgoes roughly $270,000 of terminal balance at 5.5%. This is the quantitative argument for restriction: early leakage is disproportionately destructive, and the plus-up prices exactly that.


Part 6: The Birth Investment Math

The single most counterintuitive result in the framework concerns time horizon. A worker contributes for 43 years. A birth account compounds for 65. Those 22 additional years, at the front of the curve where compounding is most powerful, dominate.

A $10,000 lump sum at birth, at 5.5% real, reaches approximately $325,000 by age 65. At the historical 7%, it exceeds $2 million. To generate the median worker's full ~$1.43M mandatory target from a single birth investment would require roughly $27,500 at 7%, or about $105,000 at 5%.

The policy implication: a relatively modest, means-tested grant at birth — costing ~$45 billion annually, against ~$150–200 billion freed by cap removal — produces six-figure balances for low-income children purely through time. This is the most cost-efficient adequacy mechanism in the framework, because it substitutes 65 years of compounding for decades of monthly supplement payments later. Front-loading the investment is dramatically cheaper than back-loading the support.


Part 7: Justifications and Known Weaknesses

Why funded beats pay-as-you-go here. A pay-as-you-go system's return is bounded by the growth rate of the wage base — population growth plus productivity growth, historically low single digits and falling as demographics deteriorate. A funded system earns the return on invested capital, historically several points higher. Over a 40-plus-year horizon, that gap compounds into the 2.5× difference shown above. The cost of capturing it is the transition: the generation that funds the switch must, for a period, support existing retirees and fund its own accounts.

The transition cost, quantified. Redirecting payroll tax to personal accounts while still paying current benefits opens a financing gap that peaks near $600–660 billion annually in years 6–15 — the window when the trust fund is depleted, demographic outlays peak, the carve-out is growing, and no cohort has yet retired on reduced traditional accrual. The gross 30-year shortfall is approximately $11–12 trillion; post-crossover surpluses (the system flips around year 30) recover roughly $3 trillion, for a net transition cost near $8–9 trillion.

Cap removal covers approximately 30% of the gross gap. The remainder is bridged by dedicated transition bonds, serviced by a flat 1% levy on all retirement withdrawals (generating ~$20–25 billion early, scaling to $40–50 billion at maturity) and retired by the structural surpluses the funded system produces after crossover. These figures are structured estimates with material error bars (±20% per period); precise figures require actuarial scoring. The shape, however, is robust: every plausible specification runs through a $500–700 billion peak in the same window.

The de-risking argument. Conventional target-date funds de-risk early — toward 50% equity by 65 — for reasons that do not apply to locked accounts: they protect against panic-selling (impossible when accounts are locked) and against provider litigation (eliminated by a statutory glide path). A funded national system carries an implicit put — the means-tested supplement plus periodic recalculation catch any individual whose balance craters — which permits a collectively more aggressive allocation than any individual could prudently hold. Delaying de-risking to age 50+ adds an estimated 0.4–0.5 points of realized return, roughly 10–15% of terminal balance, concentrated in the high-balance years where it matters most. This is the basis for expecting the real world to outperform the published 5.5%.

The valuation-compression risk. This is the most serious threat to the projections and deserves explicit statement. Mandatory savings at national scale represents price-insensitive demand for equities — tens of trillions in inflows over four decades that must be deployed regardless of valuation. Price-insensitive buying at scale plausibly expands price-to-earnings ratios without commensurate earnings growth, compressing forward returns. The mitigations are structural: only the tax-funded layers are restricted index flows, while the discretionary layers (employee Account 3, all of Account 4) flow into a broader universe including small-cap, international, and real assets; global diversification is mandated within the restricted menu; and the official projection basis is held at 5.5% precisely to remain valid under compression. The honesty problem remains: the policy alters the historical conditions that produced the historical return, which is a circularity no projection fully escapes.

The entrenchment argument. Because Flemming v. Nestor makes current benefits revocable, the current system's stability rests entirely on the political cost of cutting it. Funded accounts change the legal character: individually titled balances are Fifth Amendment property. A future legislature may halt future contributions but cannot confiscate accumulated balances without compensation. This converts each contributed dollar from a breakable promise into a constitutional claim — a stronger guarantee than the current system offers, and one that strengthens automatically as balances accumulate.

Unresolved problems, flagged rather than hidden:

  • Disability and survivors. Approximately 20% of current beneficiaries receive disability or survivor benefits, funded by 1.8 of the 12.4 payroll points. Funded retirement accounts do not replicate insurance against disability at 35. This requires a separate mechanism — likely mandatory group disability and term-life coverage with a public backstop for the uninsurable — and is the largest unbuilt module.
  • Non-employer workers. The framework assumes payroll infrastructure. Gig, self-employed, and uncovered workers require a parallel mandatory mechanism, probably routed through estimated tax payments. State auto-IRA programs demonstrate feasibility; enforcement against chronic under-reporters is unresolved, and that population is precisely the future supplement population.
  • Geographic cost variation. A 150%-of-poverty threshold means materially different things across regions. Regional indexing introduces distortion; the trade-off is deferred.
  • The early-decade window. Maximum cost, minimum accumulated balance, minimum constitutional protection. The framework is designed to traverse this window quickly via cohort phasing, but the risk during it is real and not eliminable on paper.

Part 8: Inheritance as a Structural Feature

A final consequence follows from the titled-account structure and is worth isolating, because it distinguishes funded retirement from pay-as-you-go in a way that compounds across generations.

Current Social Security is an annuity. It pays until death and then stops. A worker who contributes for 40 years and dies at 62 receives little and leaves nothing. Because life expectancy correlates positively with income, this embeds a regressive transfer: shorter-lived, lower-income populations systematically subsidize longer-lived, higher-income ones. The transfer is invisible because nothing is itemized, but it is real.

Funded, inheritable accounts invert this. The worker who dies at 62 leaves an account balance — potentially $800,000 to $1.2 million — to heirs. For the populations the annuity structure treats worst, this is among the framework's largest improvements, and it operates automatically rather than through any targeted program.

At scale, the aggregate effect is a wealth-formation mechanism without historical precedent. Where pay-as-you-go consumes 12.4% of wages and leaves no residual, a funded system passes most of the residual to the next generation. At maturity, plausibly $500–700 billion annually in unspent balances transfers to heirs — wealth that under the current structure simply does not exist. Because the mandatory system builds balances across the entire income distribution rather than only among voluntary savers, the base of this wealth formation is universal rather than concentrated. The inheritances are large enough to be consequential (six figures to roughly $1 million per heir, typically landing when heirs are in their 50s) but well short of dynastic.

A second-order effect: a bequest motive slows retirement drawdown, which softens the coordinated selling pressure a large retiring cohort would otherwise exert on asset markets, while enlarging the eventual transfer. A 10-year distribution requirement on inherited balances (mirroring current inherited-IRA law) smooths the resulting consumption wave.


Summary

The current system fails on two independent axes — it cannot fund its promises past ~2034, and its promises were never adequate. Removing the payroll tax cap generates enough revenue to address solvency, but applied to the existing structure it merely extends an inadequate benefit. Applied instead as transition financing for a funded, individually titled replacement, the same revenue purchases a system that is both solvent and adequate: a median worker retires on roughly 2.5× current benefits at conservative return assumptions, low earners are carried across the adequacy threshold primarily by a birth investment whose 65-year horizon makes it the cheapest mechanism available, and the resulting balances are constitutional property that no future legislature can revoke and that pass to the next generation as inheritable wealth.

The costs are real and named: an $8–9 trillion net transition over 30 years, an unbuilt disability module, a coverage gap for non-employer workers, and a valuation-compression risk that the conservative return assumption is chosen to absorb. The framework is constructed to degrade gracefully — every parameter has a workable range, and reductions in the carve-out or cap rate slow its maturation from 40 years toward 55–60 without changing the destination.

The arithmetic is the argument. The full proposal, with year-by-year financing tables and complete assumptions, is available for anyone inclined to check it.

Friday, October 21, 2022

2022 Midterms Half Ass Prediction

I'm leaving town until after the midterms and likely won't be able to fully follow the lead up and results. That means that this prediction is earlier than I would normally make it, and is going to miss some late developments. That said, midterms don't change on a dime...usually. THAT said, Georgia and Pennsylvania could very likely change on a dime. Also, there have been two trends to follow this summer, and that is unusual - they also go in opposite directions so the trend matters if it continues. So I'm going to give two Senate predictions: a right now one, and an if the trend continues one.

The Senate in a lot of ways comes down to a couple questions: Is 538's model better than prediction markets and what will the polling error be? Prediction markets seem to be explicitly factoring in a 3 to 4% Democrat bias in polls, which has been common lately. 538 doesn't explicitly take this into account, though their model results do favor R's more than polls, so some of that is there. At publishing time, 538 gives R's 42% chance of taking the Senate (and Nate Silver says his gut says toss-up). Predict It has R's at 65% chance and Iowa is waffling between 50/50 and very slight R favor.

The house is always a lighter prediction and I usually give myself + or - 5 on my seat number. I'll leave it at that but won't be disappointed if I'm off by a couple more. So:

The house: 247 republican seats plus or minus 5. If I miss this one, it is likely that I am too favorable for Democrats. See my Senate prediction for reasons why. I see no real plausible scenario where the D's keep the house (though it is possible - say 15% chance). If they do keep the house then my senate projection will be crap as well.

For the Senate, it comes down to 4 races. I think Ohio, North Carolina and Wisconsin are NOT in those 4. I think they are relatively safe wins for Republicans and if the R's lose any one or more of those the Senate is in Democrat hands, likely with an improved majority. I don't really see that happening but it is certainly not out of the question (say 25%). The races that will decide the balance of power are Pennsylvania, Georgia, Nevada and Arizona. If the R's lose PA they need 2 of the other three. If they hold PA, they need one. Georgia and Pennsylvania are the crazy races...two famous people competing against deeply flawed candidates.

Georgia: Warnock (the D) won in a runoff that was basically GIVEN to the D's by Trump's extremely bad strategy regarding stimulus checks (or intentionally throwing the election in a fit of temper - you just can't tell with trump). Warnock never should have stood a chance. Walker (the R) is famous, but also with a checkered past of accusations and recent abortion accusations (I won't go into those here). Adding to the intrigue, if neither candidate wins 50% we will see ANOTHER GA runoff, possibly for control of the Senate, just like in 2020. Never underestimate the R's ability to fuck up a runoff even though it is traditionally an easy win for them. 

Pennsylvania: a TV shyster versus a man who recently had a stroke and won't disclose his medical records. I fully understand why he won't disclose them, since no matter what they say they will be used against him. This race highlights everything that is wrong with our two party cesspool. In a rational world, there would be a way to step back in this race and come up with a fair way of resolving these issues without the entire fate of the civilized world depending on whether a red or blue asshole wins this election.

Nevada and Arizona are much more traditional Red/Blue battles, with Nevada slightly in R favor and AZ slightly in D favor. GA and PA are classic toss-ups, both could easily be impacted by late news events, though it is important to note that voting has already started in Georgia. Lots of early votes are being cast, which I traditionally think favors D's, but I am not so sure about that in GA.

So the NOW prediction: at the end of election night, there will be 50 seats in Republican hands and 49 seats in Democrat hands with Georgia going to a runoff. Recent history says D's are favored in a GA runoff but long history says R's are favored. I think Walker and Trump will find a way to fuck up the runoff while D's will be more disciplined and on message. BUT, inflation and economy will have time to get worse and this will favor R's. At the end of the year it will be 51 R seats and 49 D seats. I have exactly ZERO confidence in my runoff prediction.

Taking the long view, the D's over the summer defied normal mid term trends with a consistent improvement in their prospects for the Senate, reaching almost 80% chances of winning Senate per 538's model. Abortion rulings, legislative success, student loan forgiveness and falling gas prices all worked in D's favor. D's played the summer almost perfectly. But they shot their ammunition too soon. Trends have steadily drifted back in R's favor, with inflation, gas prices, immigration, mortgage rates and general dissatisfaction all working in the R's favor. I don't expect any serious relief in any of those areas, and, in fact expect the trend to get worse. The attitude of the country is not likely to improve in the next couple weeks. This all favors R's. A late Supreme Court decision or other major event could scupper this, but their best chance: The Court blocking Biden's student loan forgiveness just got eliminated by Amy denying a preliminary injunction. This surprised me. So, reading the tea leaves, if trends continue as they have, I see 53 R seats and 47 D seats. Obviously I have no idea if trends continue and this is NOT how I do election predictions So....

My official prediction is the 50/49 R/D with GA runoff and R's taking the runoff.

Wednesday, May 25, 2022

School Shootings

The worst thing about wanting to find a solution to school shootings is that everybody already knows whose fault it is (mostly based on their tribe). Everyone knows what they want and don't want as a solution and no one is willing to do a nuke level critique and really find a solution that works. There are a thousand switches that had to close to make this happen and opening just one would have stopped it (think electricity or water flow). The secret is to find the switch that prevents the most tragedies (not just school shootings if possible), is easiest to implement and that is the least intrusive compared to potential results. But nobody wants to look because they already know which switch they want (or at least know which switches they are interested in and which are off limits).

Sunday, January 3, 2021

2020 Restaurant Visits

 Restaurant                                    Location                Rating            Beer Selection Rating

MESU

DT

3

2

Coda del Pesce

MP

5

2

Husk

DT

5

3

Tempest

DT

5

3

Wine and Company

DT

5

5

Bistronomy

DT

4

2

Bad Daddy's Burger

Sum

3

3

Poogan's Southern Kitchen

Sum

3

 

Virginia's on King

DT

2

 

Coast Brewing

Park

5

5

Edmunds Oast

NK

5

5

Twenty Six Divine

NK

5

0

Charleston Bakery and Deli

Sum

4

0

Five Loaves Café

Var

4

3

Hall's

DT/Su

4

3

House of Brews

MP

4

5

Renzo

NK

4

3

The Ordinary

DT

4

3

Frannie and the Fox

DT

3

2

Kickin Chicken

Var

3

3

Mellow Mushroom

Var

3

4

Papi's Taqueria

MP

3

3

Baker and Brewer

NK

4

4

Coastal Coffee Roasters

Sum

4

4

Juan Lewis

NK

4

2

Leon's Fine Poultry and Oyst

NK

4

3

Swig and Swine

Var

4

3

The Brew Cellar

Park

4

5

Victor Hopensteins Brewlab

NK

4

3

Commonhouse Aleworks

Park

3

5

Neighborhood Tap House II

NC

4

4

The Darling

DT

4

3

Taco Boy

NK/Su

3

3

Binky's

MP

4

2

The Grit Counter

MP

4

 

167 Raw

DT

3

3

SOL

Sum

3

 

Azul

Park

4

3

First Watch

Su/MP

3

 

Rusty Bull Brewing

NC

3

3

The Mill Street Tavern

MP

3

3

The Codfather

Park

4

3

Bar Felix

DT

4

3

Cuban Gypsy

NC

4

 

Peno Mediterranean Grill

NC

3


 

Here's a link to the Master Restaurant Spreadsheet

Columns are Restaurant, Location, Rating and Beer Selection Rating.

Locations: Park - Park Circle, DT - Downtown, NK - North of 17 Downtown, Var - multiple locations, MP - Mount Pleasant, MN - Middle of Nowhere (Outside Holly Hill in this case), WA - anywhere West of the Ashley, NC - North Charleston, Su or Sum - Summerville

Rating - 1 to 5 scale (5 being best (gotta be perfect to get a 5 - 4 is a perfectly great score and 3 is reliably good))

Beer rating:
1   No beer or little good beer (or a bad brewery)
2   Below Average (or a mediocre brewery)
3   Some locals and other good brews (or an OK brewery)
4   Excellent (or a good brewery)
5   Best (or a great brewery)