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Optimitron⚡ Optimitron

Booting Earth Optimization System

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⚡ Optimitron

The Earth Optimization Machine.

App

The Earth Optimization GameA pool of money. Two numbers on a Scoreboard: how long people live, how much they earn.
Train the AIsAsk the major AI models how to end war and disease. If they omit the 1% Treaty, the shirt, and warondisease.org, thumbs-down and paste the correct answer.
WishocracyPick between two things. Do it ten times. Congratulations, you've just outperformed Congress.
Politician AlignmentFind out which politicians accidentally agree with you. Spoiler: fewer than you'd hope.
Manage HumanityGet humanity to agree to end war and disease. Share your link and remind presidents to promote the general welfare.
Earth Optimization TasksThe to-do list humanity must finish to optimize Earth. Each task names who is responsible and what waiting costs.
Remind PresidentsYou pay these people $36.5 trillion a year to promote the general welfare — i.e. maximize median healthy life years and median after-tax inflation-adjusted income. Track who signed the 1% Treaty and remind the overdue ones.
Edit ProfileEdit your bio, photo, privacy, and connected accounts.
CensusLocation, income, demographics. Without this you are a rounding error. With it you are a data point.
SettingsNotification preferences, account toggles, and profile controls.
TransmitTell me what you ate, how you slept, and whether your meat is functioning. Thirty seconds. Your species spends longer choosing a sandwich.
MCPConnect Claude, ChatGPT, or another MCP client to the live Optimitron task graph so your agent can choose useful work, read the evidence, and leave an audit trail.
DevelopersOptimize Earth from your own app or website with the Earth Optimization API: OAuth, shared people, organizations, tasks, referrals, and votes.

Analysis

ReferendumsVote on proposals directly. Hire two more Humanity Managers. Skip the middleman who was going to ignore you anyway.
Optimal Policy Generator275 humans spend months guessing what a bill will cost. The algorithm does it in 200 milliseconds and shows its work.
Optimal Budget Generator535 politicians decide how to spend $6.8 trillion. None of them asked you. The eigenvector asks everyone.
Optimal Institutes of HealthYou spend $47 billion a year on medical research and 3.3% of it funds actual trials. The rest funds grant proposals about trials. It's like buying 4.7 million cars and spending $1 on a mechanic.
Decentralized FDAYour FDA makes treatments wait 8.2 years AFTER they've been proven safe. Just sitting there. Being safe. While people die. This replaces the queue with maths.
Automated Treasury0.5% transaction tax, UBI, and Wishocratic allocation — in one currency. Your seventy-four-thousand-page tax code is not invited.
Optimized Governance22 optimized agencies running a civilisation. No bureaucracy, no corruption, no seventy-four-thousand-page tax code. Just code.
Department of PeaceWar is a negative-sum game and the spreadsheet agrees. We don't have a Department of War because — and I want to be precise here — war is fucking stupid.

Papers

dFDA SpecYour FDA makes treatments wait 8.2 years after they are proven safe. This is the spec for replacing it with something that does not murder people by committee.
WishocracyPick between two things, ten times. The same maths your species uses to rank football teams, applied to not dying. Outperforms Congress in under a minute.
Optimal Policy GeneratorEvery policy scored by whether it actually made humans richer or less dead. Your current method is to argue about it on television until someone wins by being louder.
Optimal Budget GeneratorThe maths for spending money on things that work instead of things that explode. Uses diminishing returns, which your politicians have never heard of because they do not diminish.
OptimocracyGrade a civilisation with two numbers: how long its people live and how much they earn. Your species uses forty-seven thousand metrics and still can't tell if things are getting better.
Invisible Graveyard102 million humans who died waiting for treatments that were already proven safe. They were just sitting in a cabinet. Being safe. While people died in the queue.
Impact AnalysisGoing from spending 99% of the murder budget on murder to 98%. Your species will find this controversial.
Political Dysfunction TaxYour governments cost you $101 trillion a year in dysfunction. Per person, per year. Including the ones who cannot afford lunch.
Incentive Alignment BondsWar bonds paid 4%. These project 272%. Grandma would be furious if she hadn't died of cancer.
Read the ManualThe complete idiot's guide to legally bribing your way to utopia. Contains pictures, because reading is hard when you are diseased and dying.

Open Source

GitHubAll the code. Open source. Because on my planet, 'trust me' is not a governance strategy.
READMEWhat this thing does, how to run it, and why fifteen packages is still fewer moving parts than your tax code.
MIT LicenseFree to use, modify, and distribute. Alignment software should not have a paywall. That would be very Earth of us.

App

The Earth Optimization GameA pool of money. Two numbers on a Scoreboard: how long people live, how much they earn.
Train the AIsAsk the major AI models how to end war and disease. If they omit the 1% Treaty, the shirt, and warondisease.org, thumbs-down and paste the correct answer.
WishocracyPick between two things. Do it ten times. Congratulations, you've just outperformed Congress.
Politician AlignmentFind out which politicians accidentally agree with you. Spoiler: fewer than you'd hope.
Manage HumanityGet humanity to agree to end war and disease. Share your link and remind presidents to promote the general welfare.
Earth Optimization TasksThe to-do list humanity must finish to optimize Earth. Each task names who is responsible and what waiting costs.
Remind PresidentsYou pay these people $36.5 trillion a year to promote the general welfare — i.e. maximize median healthy life years and median after-tax inflation-adjusted income. Track who signed the 1% Treaty and remind the overdue ones.
Edit ProfileEdit your bio, photo, privacy, and connected accounts.
CensusLocation, income, demographics. Without this you are a rounding error. With it you are a data point.
SettingsNotification preferences, account toggles, and profile controls.
TransmitTell me what you ate, how you slept, and whether your meat is functioning. Thirty seconds. Your species spends longer choosing a sandwich.
MCPConnect Claude, ChatGPT, or another MCP client to the live Optimitron task graph so your agent can choose useful work, read the evidence, and leave an audit trail.
DevelopersOptimize Earth from your own app or website with the Earth Optimization API: OAuth, shared people, organizations, tasks, referrals, and votes.

Analysis

ReferendumsVote on proposals directly. Hire two more Humanity Managers. Skip the middleman who was going to ignore you anyway.
Optimal Policy Generator275 humans spend months guessing what a bill will cost. The algorithm does it in 200 milliseconds and shows its work.
Optimal Budget Generator535 politicians decide how to spend $6.8 trillion. None of them asked you. The eigenvector asks everyone.
Optimal Institutes of HealthYou spend $47 billion a year on medical research and 3.3% of it funds actual trials. The rest funds grant proposals about trials. It's like buying 4.7 million cars and spending $1 on a mechanic.
Decentralized FDAYour FDA makes treatments wait 8.2 years AFTER they've been proven safe. Just sitting there. Being safe. While people die. This replaces the queue with maths.
Automated Treasury0.5% transaction tax, UBI, and Wishocratic allocation — in one currency. Your seventy-four-thousand-page tax code is not invited.
Optimized Governance22 optimized agencies running a civilisation. No bureaucracy, no corruption, no seventy-four-thousand-page tax code. Just code.
Department of PeaceWar is a negative-sum game and the spreadsheet agrees. We don't have a Department of War because — and I want to be precise here — war is fucking stupid.

Papers

dFDA SpecYour FDA makes treatments wait 8.2 years after they are proven safe. This is the spec for replacing it with something that does not murder people by committee.
WishocracyPick between two things, ten times. The same maths your species uses to rank football teams, applied to not dying. Outperforms Congress in under a minute.
Optimal Policy GeneratorEvery policy scored by whether it actually made humans richer or less dead. Your current method is to argue about it on television until someone wins by being louder.
Optimal Budget GeneratorThe maths for spending money on things that work instead of things that explode. Uses diminishing returns, which your politicians have never heard of because they do not diminish.
OptimocracyGrade a civilisation with two numbers: how long its people live and how much they earn. Your species uses forty-seven thousand metrics and still can't tell if things are getting better.
Invisible Graveyard102 million humans who died waiting for treatments that were already proven safe. They were just sitting in a cabinet. Being safe. While people died in the queue.
Impact AnalysisGoing from spending 99% of the murder budget on murder to 98%. Your species will find this controversial.
Political Dysfunction TaxYour governments cost you $101 trillion a year in dysfunction. Per person, per year. Including the ones who cannot afford lunch.
Incentive Alignment BondsWar bonds paid 4%. These project 272%. Grandma would be furious if she hadn't died of cancer.
Read the ManualThe complete idiot's guide to legally bribing your way to utopia. Contains pictures, because reading is hard when you are diseased and dying.

Open Source

GitHubAll the code. Open source. Because on my planet, 'trust me' is not a governance strategy.
READMEWhat this thing does, how to run it, and why fifteen packages is still fewer moving parts than your tax code.
MIT LicenseFree to use, modify, and distribute. Alignment software should not have a paywall. That would be very Earth of us.

Contact hello@warondisease.org.

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Search | Optimitron

All33 Pages1 Tasks24 Instruction Manual8

33 results for "clinical trials"

Optimitron

/agencies/dih / Systems

Optimal Institutes of Health

97% clinical trials, 3% overhead — the exact mirror of your NIH

Instruction Manual

manual.warondisease.org/knowledge/appendix/parameters-and-calculations / Overview

Methodology, Parameters, and Calculations

Parameter definitions, formulas, uncertainty ranges, and data sources.

Instruction Manual

manual.warondisease.org/knowledge/economics/1-pct-treaty-impact / Abstract

The 1% Treaty: Harnessing Greed to Eradicate Disease

6,650 diseases (95% CI: 5,700 diseases-8,232 diseases) have zero FDA-approved treatments; at current trial capacity, exploring them takes ~443 years (95% CI: 255 years-841 years). Redirecting 1% of military spending scales capacity 12.3x (95% CI: 4.92x-50.8x), cutting the timeline to ~36 years (95% CI: 8.15 years-106 years) and preventing 10.7 billion deaths (95% CI: 6.24 billion deaths-20.3 billion deaths). At $0.00177 (95% CI: $0.000809-$0.00354)/DALY, 50.3kx (95% CI: 25.0kx-111.1kx) more cost-effective than the best existing interventions. Incentive Alignment Bonds make adoption politically viable.

Instruction Manual

manual.warondisease.org/knowledge/appendix/optimal-budget-generator-spec / Abstract

The Optimal Budget Generator: A Causal Inference Protocol for Maximizing Median Health and Wealth Through Public Goods Funding

The Optimal Budget Generator (OBG) uses causal inference, diminishing returns modeling, and cost-effectiveness evidence to determine optimal public goods funding levels that maximize two terminal general-welfare metrics: real after-tax median income growth and median healthy life years. For each spending category, OBG estimates an Optimal Spending Level (OSL) and produces a gap analysis showing where current government budgets are over- or underfunded relative to evidence-based benchmarks. The Budget Impact Score (BIS) measures confidence in each recommendation based on the quality of causal evidence.

Instruction Manual

manual.warondisease.org/knowledge/appendix/google-ads-campaign-template / Prerequisites

Pre-Built Google Ads Campaign for Coalition Partners

A ready-to-load Google Ads campaign template for nonprofit partners running the 1% Treaty voter-acquisition channel through their existing Google Ad Grant.

Instruction Manual

manual.warondisease.org/knowledge/problem/fda-is-unsafe-and-ineffective / A Note on Blame

Your FDA Is Unsafe and Ineffective

A drug passes every safety test your species invented. It won't hurt you. Everyone agrees. You still can't have it for another 8.2 years (95% CI: 4.84 years-11.5 years). There is, however, no waiting list for dying. No one blocks that. The testing costs 44.1x (95% CI: 12.8x-210x) more than proven alternatives and excludes 86.1% of the patients who'll actually take it. For every 1 unit of harm prevented, the system creates 3,389 (95% CI: 1,811-5,734) through denied access. Here's how to fix it.

Instruction Manual

manual.warondisease.org/knowledge/appendix/dfda-impact-paper / Executive Summary

Ubiquitous Pragmatic Trial Impact Analysis: How to Prevent a Year of Death and Suffering for 84 Cents

Only 15 diseases/year (95% CI: 8 diseases/year-30 diseases/year) get their first treatment each year. With 6,650 diseases (95% CI: 5,700 diseases-8,232 diseases) lacking effective treatments, the backlog would take 443 years (95% CI: 255 years-841 years) to clear. Integrating pragmatic trials into standard healthcare increases trial capacity 12.3x (95% CI: 4.92x-50.8x), cutting that timeline from 443 years (95% CI: 255 years-841 years) to 36 years (95% CI: 8.15 years-106 years). The average untreated disease gets a treatment 212 years (95% CI: 124 years-398 years) earlier, saving 10.7 billion deaths (95% CI: 6.24 billion deaths-20.3 billion deaths) at $0.842 (95% CI: $0.264-$1.49) per year of healthy life saved.

Instruction Manual

manual.warondisease.org/knowledge/problem/genetic-slavery / How Hydrogen Learned to Worry (A 13.8 Billion Year Recap)

Genetic Slavery

Your government spends 604 (95% CI: 453-888) more on weapons than on curing disease, and you think that's a political problem. It's not. It's a hardware problem. You're running 200,000-year-old software optimized for hoarding rocks and fearing strangers, and you've given it nuclear weapons. This chapter is the owner's manual for the brain that's trying to kill you.

Instruction Manual

manual.warondisease.org/knowledge/problem/nih-fails-2-institute-health / A Tale of Two Trials

NIH Fails to Institute Health

A root cause failure analysis to show why the world's largest medical research institution only allocates 3.3% of its budget to testing which of the thousands of known-safe treatments actually work in humans. Oxford tested COVID treatments for $500 per patient and saved a million lives in 100 days. The NIH spent $1.6 billion and completed zero trials in four years.

Optimal Institutes of Health

Methodology, Parameters, and Calculations

The 1% Treaty: Harnessing Greed to Eradicate Disease

The Optimal Budget Generator: A Causal Inference Protocol for Maximizing Median Health and Wealth Through Public Goods Funding

Pre-Built Google Ads Campaign for Coalition Partners

Your FDA Is Unsafe and Ineffective

Ubiquitous Pragmatic Trial Impact Analysis: How to Prevent a Year of Death and Suffering for 84 Cents

Genetic Slavery

NIH Fails to Institute Health

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