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The Earth Optimization Prize Fund

How the prize pool makes money while humanity tries not to be stupid

Abstract

99% of humans are legally banned from the best-performing asset class. Venture capital makes 17% (95% CI: 13%-22%) per year. Your retirement fund makes 6.5% (95% CI: 5%-8%) after fees. The difference is not skill. It is a door marked “accredited investors only.” The Prize Fund walks through a loophole: a pooled vehicle is an accredited investor. A $100 depositor gets into the same club as a pension fund.

Depositors allocate capital via wishocratic pairwise sliders. On Who Wants to Be a Millionaire, the audience got the answer right 91% of the time; the phone-a-friend expert got it right 65%14. The investment industry is entirely composed of phone-a-friend experts, except they are being paid by one of the answer choices. The structural return (before the world gets better): 17.4% (95% CI: 10.6%-23.9%) per year. $100 becomes $100 times 11.1x (95% CI: 4.5x-24.9x) by 2040. Your retirement account turns that same $100 into $100 times 2.57x (95% CI: 2.14x-3.07x).

The fund does not bet on whether the targets get hit. It funds hitting them. The investments cure diseases, build infrastructure, and raise incomes, which ARE the prize targets. If the fund allocates well, the targets get hit. If the targets get hit, the pool goes to VOTE point-holders. If not, depositors split the pool (still beats your 401(k)). It is a loop, not a circle.

Keywords

war-on-disease, 1-percent-treaty, medical-research, public-health, peace-dividend, decentralized-trials, dfda, dih, victory-bonds, health-economics, cost-benefit-analysis, clinical-trials, drug-development, regulatory-reform, military-spending, peace-economics, decentralized-governance, wishocracy, blockchain-governance, impact-investing

The PRIZE pool is not a jar of money on a shelf. It is the world’s largest investment fund, making 17.4% (95% CI: 10.6%-23.9%) per year by removing fees, removing the accreditation wall, and letting crowds allocate instead of committees being paid by the answer choices.

The PRIZE pool is not a jar of money on a shelf. It is the world’s largest investment fund, making 17.4% (95% CI: 10.6%-23.9%) per year by removing fees, removing the accreditation wall, and letting crowds allocate instead of committees being paid by the answer choices.

The Thesis

The prize pool is not a jar of money sitting on a shelf. It is the world’s largest investment fund, pointed at curing diseases and raising incomes.

Depositors wishocratically allocate capital via pairwise sliders. The same mechanism that lets crowds outperform experts at picking trivia answers lets them outperform fund managers at picking investments. The accreditation wall comes down. $70T in retirement assets stops propping up sclerotic oligopolies and starts funding dynamic new companies. Better capital allocation means a better economy. This is not complicated. Your species just made it complicated.

This chapter explains how the pool grows. It is not the first thing that needs funding (that is activation, getting enough people signed up that the Scoreboard looks real). This is what happens after.

Why the Baseline Is Venture, Not Public Equity

99% of humans are legally banned from the best-performing asset class. Venture capital makes 17% (95% CI: 13%-22%) gross annual returns146. Your retirement fund makes 6.5% (95% CI: 5%-8%) after fees. The difference is not skill. It is a door marked “accredited investors only” that keeps $70T trapped in index funds tracking yesterday’s winners. Your government decided only rich people are smart enough to invest in things that make money.

The Prize Fund walks through a loophole your regulators left open: a pooled vehicle is, by definition, an accredited investor. A $100 depositor gets into the same asset class as a pension fund. Legal today. Reg CF ($5M/yr), Reg A+ Tier 2 ($75M/yr), and the fund-as-institutional-investor pathway.

The baseline is venture gross return (17% (95% CI: 13%-22%)) because that is what capital earns when you remove the fees.

Two things that sound like bonuses are already baked in:

  • No fees. Venture gross return is before the 2-and-20 fees that fund managers charge for the privilege of losing to an index. The Prize Fund has no manager. The crowd is the allocator. Nobody takes 2%.
  • Lockup premium. Venture and PE pay more because you cannot pull your money out. The 15-year prize period is a natural lockup. That premium is already in the 17% (95% CI: 13%-22%) number.

Scale: What Happens When You 15x the Venture Market

Right now $300 billion per year goes into venture capital. If a real share of $70T in retirement money flows through the Prize Fund, that rises to $4.7 trillion. A 15x expansion.

More money chasing deals compresses returns: -2.5% (95% CI: -5%–1%) in the model. But the market expands. Every viable business idea gets funded. The old economy (oligopolies surviving on regulatory moats, defense contractors billing $400 for a hammer, pharmaceutical companies spending more on lobbying than on R&D) faces real competition for the first time. The venture market is not a fixed pie. It is a pie factory.

High-growth startups create up to half of all new jobs147. Right now those startups compete for $300 billion. Give them $4.7 trillion and find out what happens.

The 91% vs 65% Advantage

On Who Wants to Be a Millionaire, the audience got the answer right 91% of the time. The phone-a-friend expert got it right 65% of the time14. This has been replicated across prediction markets, forecasting tournaments, and every situation where the expert has any incentive to shade the truth. The investment industry is entirely composed of incentive-shading.

The crowd picks the better sector (biotech vs. coal, growth vs. value) 91% of the time. Fund managers pick it 65% of the time. The return spread between sectors is 8% (95% CI: 5%-12%). The alpha:

\[ \begin{gathered} \alpha_{crowd} \\ = S_{alloc} \times (Acc_{crowd} - Acc_{expert}) \\ = 8\% \times (91\% - 65\%) \\ = 2.08\% \end{gathered} \]

That is 2.08% (95% CI: 1.3%-2.84%) per year from better allocation alone. And this is the floor, because:

  • Random pairs prevent gaming. No single ballot to flood with ads. You see random pairwise comparisons. The only way to “advertise” is to make your company genuinely better than whatever it gets compared against.
  • Skip what you don’t understand. Voters who know biotech vote on biotech. Voters who know infrastructure vote on infrastructure.
  • Politicians are worse than 65%. Phone-a-friend experts are at least trying to get the right answer. Your appropriations committee is being paid by one of the answer choices.

The S&P SPIVA scorecard confirms: 88% of actively managed large-cap funds underperformed the S&P 500 over 15 years148. The professionals are losing to a dartboard. The crowd does better than the dartboard.

Home Bias: 70+ Countries Each Betting on Themselves

National pension systems overweight domestic assets. Japanese pensions overweight Japanese stocks. American 401(k)s overweight American stocks. Nigerian pensions overweight Nigerian bonds. Each country is betting that its own economy will outperform the global average, which is arithmetically impossible for all of them simultaneously.

The cost: 0.8% (95% CI: 0.3%-1.5%) in annual return drag from missed global diversification.

Wishocratic allocation is inherently global. A Nigerian depositor and a Norwegian depositor see the same pairwise comparisons. Capital flows to wherever the crowd thinks it will do the most good, regardless of national borders. The home bias drag disappears.

Structural Return (Before the World Gets Better)

Before a single disease is cured, before the treaty passes, before anything gets better, the fund makes money just from not being stupid:

Component Value
Venture gross return (baseline)

17% (95% CI: 13%-22%)
Scale compression (15x market expansion)

-2.5% (95% CI: -5%–1%)
Crowd allocation alpha (91% vs 65%) +2.08% (95% CI: 1.3%-2.84%)
Home bias elimination (global allocation) +0.8% (95% CI: 0.3%-1.5%)
Structural annual return 17.4% (95% CI: 10.6%-23.9%)

Your retirement fund makes 6.5% (95% CI: 5%-8%) after fees. This is not optimism. It is arithmetic: remove fees, remove the accreditation wall, let crowds allocate.

Why the Real Return Is Higher

17.4% (95% CI: 10.6%-23.9%) is what the fund makes just from being less stupid than your current system. The real return is probably higher, because the fund makes the world better and then the better world makes the fund richer.

The treaty redirects murder money to research. Research grows GDP (peace dividend). Cured diseases produce healthier workers. Healthier workers grow GDP (health dividend). The destructive economy149 shrinks. Depositors stop funding military contractors (betting against your own prize is a terrible investment strategy). More participants means better crowd wisdom. And the fund’s investments directly cause the outcomes that make the prize pay out. It is the engine, not the scoreboard.

The model ignores all of this to keep the numbers boring and auditable.

Expected Return and 15-Year Multiple

Metric Value
Expected annual return 17.4% (95% CI: 10.6%-23.9%)
15-year compound multiple 11.1x (95% CI: 4.5x-24.9x)

$100 deposited today becomes $100 times 11.1x (95% CI: 4.5x-24.9x) through 2040 at the current modeled pool growth rate.

Opportunity Cost Is Negative

Your retirement fund makes 6.5% (95% CI: 5%-8%). This fund models 17.4% (95% CI: 10.6%-23.9%). “Opportunity cost” implies you give something up. You give up a worse deal.

Your current portfolio:

  • Charges 1-2% in fees (advisory + fund expenses)
  • Bans you from the best-performing asset class
  • Allocates via committees being paid by the answer choices
  • Bets mostly on your own country (so does every other country, which is arithmetically impossible)
  • Does not get better when diseases get cured

The Prize Fund:

  • Zero fees (the crowd is the allocator)
  • Full venture/PE access
  • 91%-accurate crowd allocation
  • Global by default
  • Gets better as it makes the world better

The gap between 6.5% (95% CI: 5%-8%) and 17.4% (95% CI: 10.6%-23.9%), compounded over a career, is the cost of not playing.

Venture Democratization

Your government built a wall to “protect” small investors from risky investments. It protected them so well that they earned 6.5% (95% CI: 5%-8%) while rich people earned 17% (95% CI: 13%-22%). Thank you for the protection.

The wall has a door. A pooled vehicle is an accredited investor. A $100 depositor gets the same asset class as someone with $1 million. Three doors, all legal today:

  1. Reg CF: Up to $5M/year to anyone.
  2. Reg A+ Tier 2: Up to $75M/year with SEC qualification, available to all investors.
  3. Fund-as-institutional-investor: The pool itself qualifies as accredited, accessing deals on behalf of all depositors.

Why PRIZE Is Not a Retirement Account (and What Is)

If the prize fails, your deposit beats your 401(k): 11.1x (95% CI: 4.5x-24.9x) vs. 2.57x (95% CI: 2.14x-3.07x). If the prize succeeds, your deposit goes to VOTE point-holders. You get nothing back from the pool (you live in a world where diseases are cured and you are $6.74M (95% CI: $2.62M-$15.7M) richer, but your specific deposit is gone).

Your species has a law called ERISA requiring that people managing your retirement money act in your interest, not theirs. Apparently this is unusual enough to require legislation. A fiduciary cannot put client money into something where the best-case outcome means the money goes to someone else. So PRIZE is not a retirement account.

Instrument Success Failure Retirement-compatible?
PRIZE deposit Pool goes to VOTE holders (your deposit is gone) Pro-rata share of pool (11.1x (95% CI: 4.5x-24.9x)) No
IAB 272% perpetual revenue share Principal at risk Yes
Conventional retirement 2.57x (95% CI: 2.14x-3.07x) after 15 years Same Yes

If your retirement fund wants exposure to the treaty succeeding, IABs150 are the instrument. Money in, revenue share out. Standard securities, nothing exotic. If you personally want skin in the game, PRIZE is the instrument. A conditional bet on civilization, with a very attractive consolation prize.

The Self-Fulfilling Property

The fund does not bet on whether targets get hit. It funds hitting them.

A normal investment fund guesses which companies will succeed and bets accordingly. The Prize Fund allocates capital to companies that cure diseases, build infrastructure, and raise incomes, which ARE the prize targets. If the fund allocates well, the targets get hit. If the targets get hit, the pool goes to VOTE point-holders. If not, depositors split the pool.

Someone will call this circular. It is not circular. It is a loop. Deposit, allocate wisely, the world improves, you get paid. The objection assumes the fund sits there passively. The fund is the largest active capital allocator in human history, pointed at two numbers that everyone agrees on.

The first question is whether $30B (95% CI: $15.7B-$46.4B) can make mass participation credible. The second is whether $1.8T (95% CI: $1.04T-$3.35T) in the pool can make two referred votes worth $9.98K (95% CI: $7.7K-$12.7K) on success for a representative saver.