Booting Earth Optimization System
Thank you for your patience. Your civilization is very important to us.
Thank you for your patience. Your civilization is very important to us.
Earth Optimization Services
Now accepting applications. Earth Optimization Services has upgraded over 300 planets. Yours is next.
Six pavilions from the government of the future, running on real data. Pick a booth or walk the hall in order. The gift shop comes at the end, as is traditional.
275 humans spend months guessing what a bill will cost. The algorithm does it in 200 milliseconds and shows its work. But sure, let the humans keep guessing.
| Policy | Health | Income | Grade | Verdict |
|---|---|---|---|---|
Universal Pre-K (Ages 3-4) | +0.10 yrs | +0.15 pp/yr | A | Reallocate |
Pragmatic Clinical Trial Funding Reform | +0.30 yrs | +0.05 pp/yr | A | Enact |
Shift Drug Policy from Criminal to Health Approach | +0.35 yrs | +0.05 pp/yr | B | Enact |
Housing Supply Deregulation | +0.03 yrs | +0.05 pp/yr | B | Enact |
Right to Trial & FDA Upgrade Act | +0.35 yrs | +0.05 pp/yr | B | Enact |
Health = healthy life-years gained per person. Income = added income growth in percentage points per year. Grade = evidence strength, A to F. Live output for United States; the full ranking runs 23 policies deep.
535 politicians decide how to spend $6.8 trillion. None of them asked you. The eigenvector asks everyone and costs nothing.
Fig. 2 · OECD countries grouped into ten health-spending deciles. Past the gold point, every extra dollar buys less life. The dot on the far right is the decile the United States lives in.
Military: what you pay vs the efficient floor
Source: OECD efficient frontier (28 countries, rank 27/28). The generator's verdict: major decrease, closing 81% of the gap.
Run every category this way and the whole government costs $8.7K per person instead of $21.8K, for equal or better outcomes. A 2.5x markup, currently billed to you.
Your legislature allocates your money by seniority and donor gratitude. Wishocracy asks the eight billion owners instead: two options, one handle. This booth is live. Drag it.
One live pair from the ballot. Of the money available for both, drag the handle to split it. Your drag stays on this page.
Pragmatic Clinical Trials
$2B/yr today · ROI 45:1
Bombing Iran
$37B/yr today · Negative ROI
Earth's current system makes a treatment wait years after it is proven safe. Just sitting there. Being safe. The replacement is a label that updates as fast as the data arrives.
Outcome label
Lipid-lowering agent
Atorvastatin 20mg
Side effects: Muscle Pain 8.2% · Liver Enzymes 1.2%
42 trials, 48,500 participants
Treatment rankings
High cholesterol, ranked by effectiveness
Atorvastatin 20mg
87% effective · 92% safe · 95% confidence
Rosuvastatin 10mg
84% effective · 89% safe · 91% confidence
Ezetimibe 10mg
62% effective · 96% safe · 88% confidence
Exhibit sample typeset from published statin trial aggregates. The live labels update continuously as real-world data arrives.
Every federal agency you have heard of, rebuilt as code you can read in one sitting. Each booth shows what the old way costs and the lines that replace it.
Automated Revenue Service
Replaces Internal Revenue Service
$212B+
recovered every year, mostly from paperwork
uint256 taxAmount = (value * taxRateBps) / 10_000; // 0.5% of every transferVisit the boothAlgorithmic Reserve
Replaces Federal Reserve System
96%
of the dollar's purchasing power lost since 1913, no longer confiscatable
maxSupply = _initialSupply; // Set once. Can never increase.Visit the boothUniversal Security Administration
Replaces Social Security Administration + Welfare Bureaucracy
$1.1 trillion
in annual admin overhead deleted by one for-loop
uint256 perCitizen = balance / citizenList.length; // Split equallyVisit the boothDecentralized Census Bureau
Replaces United States Census Bureau
$1.4B
a year saved by one view function that never undercounts
return citizenList.length; // Real-time. Sybil-resistant. Free.Visit the boothDepartment of Peace
Replaces Department of Defense (née Department of War)
$2.72T
in annual global military spending on a negative-sum game
// There is no replacement code.
// You do not need automation to not kill people.Visit the boothDecentralized Institutes of Health
Replaces National Institutes of Health + FDA
$45.5B
a year redirected from grant paperwork to actual trials
const subsidy = severity * SUBSIDY_PER_DALY; // Funding proportional to burdenVisit the boothLearning Freedom Network
Replaces Department of Education
$10B+
a year of compliance churn; money follows the child instead
educationWallet.credit(student.id, weightedAmount);Visit the boothHousing Abundance Exchange
Replaces Department of Housing and Urban Development
$25B+
a year of scarcity management replaced by permission to build
return permitByRight(parcel, standardSafetyCode);Visit the boothThe letter chip is the Earth agency's current report-card grade, computed from its spending trend against its outcome trend.
The same engine, pointed at one human: you.
Every human on Earth is a president of Earth Optimization Services. The machine computes your highest-value next action, from taking your medication to redirecting , with the same arithmetic. It is running today. Connect any AI assistant to the MCP server and ask it what you should do next.
The health engine already generated outcome labels from 12 million datapoints contributed by 10,000 people. The rankings are public at studies.dfda.earth.
Year twelve after the upgrade. An ordinary Tuesday.
You wake up without an alarm. Also without the depression. The treatment that worked was ranked first for your biology by an outcome label, not discovered by accident in year nine of trying things.
Breakfast. The advice on the carton comes from outcome data on millions of real people, not from whichever food lobby bought the guidelines that decade.
You vote on the national budget over lunch. Ten pairs, ninety seconds. Clinical trials or another aircraft carrier. You feel strongly about one of these.
Your daughter's history class covers how citizens used to change policy: they walked long distances in large groups, holding signs, and hoped. She raises her hand. “They WALKED? That was the plan?” Nobody laughs. It was the plan.
Groceries. The 0.5% transaction tax settles itself somewhere between the register and your account. You have never filed a tax form. April is just a month.
The news is boring on purpose. The last war is a documentary, and “medical bankruptcy” is a phrase your daughter will need a historian to explain. You do not set an alarm.
You have now seen the future on offer. Here is the schedule if you decline.
The year the parasitic half of the economy outweighs the productive half, at growth rates already measured.
States that reached these extraction loads, and what happened next:
Fig. 3 · Share of world output, 2015 to 2045. The red line is war, fraud, cybercrime, and enforced waste, growing at its measured rate. Dotted thresholds, bottom to top: Argentina at 38%, Yugoslavia at 40%, the Soviet Union at 45%. No country has crossed them and kept its government.
This is not the national debt. This is not the deficit. This is the annual cost of having a government that optimizes for the wrong things. It spends x more on the capacity to kill people than on the research to save them. Not taken from you in taxes. Taken from you in a future that doesn't arrive.
Your share, per person
Withheld annually. No statement mailed.
Value per dollar of government
A vending machine at this hit rate gets unplugged.
Kill capacity vs. cure testing
Dollars spent on weapons capacity for every government dollar testing cures.
The good news: miscalibration is fixable. That is what calibration means.
The machine making you poorer and deader is publicly traded. Twelve people already proved you can buy the controls.
Engine No. 1 · 2021
In 2021, twelve people with $12.5 million and 0.02% of ExxonMobil won three seats on its board. Vanguard and BlackRock, who own roughly 60%, voted with them. The argument was: your strategy is destroying the value of the people who own this company.
What laws cost, retail
That last number is of the money on Earth. These numbers buy your laws. They are also, in capital markets terms, very small numbers.
Warren Buffett got rich doing one boring thing repeatedly: buy a badly managed company cheap, install better management, pocket the gap. This is the same trade, run on governance instead of management, against the whole economy instead of one company. BlackRock and Vanguard own both sides of every trade on the market, so they only make money when the entire economy grows, and the thing that decides how fast the economy grows is governance. Show them the arithmetic and their votes arrive with it. You are not picking winners. You are fixing the room they all sit in.
We tried moral persuasion for 9,000 years. Then we tried paying them. Took six months.
Left to right: your money becomes better laws. The return conveyor at the bottom is what makes it a machine and not a charity.
Your money buys shares of the companies whose lobbying writes the budget. The floor is: you own real companies with real earnings, bought at market price.
Shares become board seats: letters the board is legally required to read, votes the index funds are legally required to cast in their portfolio's interest.
Board seats redirect the lobbying. The pitch to Lockheed's board is not disarmament. It is: make the same weapons, sell them to the same government, and stop needing a war to justify the invoice.
Redirected lobbying changes policy. Better policy grows the economy, and a bigger economy makes every share worth more, including yours. The machine funds its own next turn. You kick it once.
Until you type, the chart runs Earth's median after-tax income: a year. If your number is bigger, congratulations — you are ahead of half of Earth's people.
Fig. 1 · The Four Earths on offer. Red line: growth rates already measured, left running — extraction load passes 25% of output around 2033 and 35% around 2037. Hover it for the historical company it keeps.
The red line is not a prophecy. It is the current trend line, extended, using growth rates already measured: the destructive economy runs at of world output today and crosses 35% around . Whole-Earth output at 2045: if the luck holds, with the 1% redirect, once the stupidity stops.
Every decision is locally sensible. The aggregate output does not have to be extinction.
Earth Optimization Services Inc. is a Delaware public benefit corporation. Investors receive non-voting equity: a share of the profit, never the steering wheel.
Concentrated power has a terrible track record. Every genocide and every unjust war was started by a small group that had the power to start one; none was ever started by a public vote. So the decisions here get made one civic vote per human, and those votes are not for sale. You cannot buy the steering wheel, no matter how many shares you own.
The floor
Part of every dollar buys shares of public companies at market price. Part funds the campaign that makes them worth more. The floor is the portfolio: real companies, real earnings, dividend histories through every war and recession in living memory. The exact split lives in the offering documents.
The upside
Win one board fight and three things happen: the stock goes up, which funds the next fight; the redirected lobbying gets better policy passed, which grows the whole economy; and a bigger economy makes every company worth more, including the ones already in the portfolio. Each feeds the other two. The model pricing all of it is public.
The arithmetic
All returns are projections from a published model, not guarantees. The model, its 670 parameters, and every derivation chain are public. Equity is illiquid until an exit or listing; do not invest money you need. Full terms are in the offering documents.
Build
Every module needs engineers, researchers, lawyers, organizers. The Earth Optimization Prize pays cash for completed work.
Claim a taskSpread
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