Minimizing suffering with the power of arithmetic 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/ Mike P. Sinn m@warondisease.org 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/economics/please-select-an-earth-everyone-gets-rich-or-somalia-but-everywhere/ <h2>Two Paths</h2> <p>Your civilization has somewhere between 15 and 30 years before the destructive economy reaches 50% of GDP. At that point, half of all economic activity is destructive, so building things stops making sense because whatever gets created gets stolen fast enough that stealing becomes the rational move.</p> <p>This article models two paths: the one you're on, and the one where you redirect the murder budget.</p> <h3>Your Current Trajectory</h3> <p>Your economists project 2.5% annual growth. This projection assumes no major wars, no pandemics worse than COVID, no catastrophes, and no acceleration of any trend that is currently accelerating. It is not a baseline. It is the best-case scenario for a civilization that spends more on explosion technology than on figuring out why its own bodies stop working, and it requires <strong>20 consecutive years of getting lucky</strong>. Your species has never had 20 consecutive years of getting lucky.</p> <p>Here is what is actually happening.</p> <p><strong>Your military spending is accelerating, not stabilizing.</strong> Global military spending hit <strong>$2.718 trillion</strong> in 2024, up 9.4% in a single year—the steepest rise since the Cold War. That was the 10th consecutive annual increase. Your nuclear arsenals are being modernized, not reduced. You are deploying autonomous weapons systems without governance frameworks, which means you are building machines that make irreversible decisions and then not telling them when to stop.</p> <p><strong>War funds cybercrime. Cybercrime funds war.</strong> Your military spending isn't the whole destructive economy. Cybercrime costs your civilization <strong>$10.5 trillion</strong> per year, growing at roughly 15% annually. If measured as a country, it would be the <strong>third-largest economy on Earth</strong>, after the US and China. North Korea funds its nuclear program through state-sponsored hacking. Russia finances military operations with ransomware revenue. China's cyber-espionage steals the intellectual property that its military-industrial complex can't develop on its own. Cybercrime is war by other means, and it is more profitable than the global trade of all major illegal drugs combined. And 99% of cybercrimes go unpunished, because your enforcement systems were designed for a world where criminals had to physically show up.</p> <p><strong>AI amplifies whatever you point it at.</strong> Right now, you are pointing it at destruction. A single AI agent can probe thousands of systems simultaneously, generate custom phishing attacks in any language, and find vulnerabilities faster than your entire cybersecurity workforce combined. AI doesn't change which direction humanity is pointed; it makes you go faster in whatever direction you were already going. Same technology. Same capability. Different direction. The tool doesn't care. You have to choose.</p> <p><strong>Add it up.</strong> Your destructive economy (military spending plus cybercrime, not even counting the political dysfunction tax or the cost of disease) is already roughly <strong>$13 trillion per year</strong>, which is <strong>12-15% of global GDP</strong>. Both components are growing faster than your economy, and AI is about to accelerate both.</p> <p>Your 2.5% projection is not the trajectory you are on. It is the trajectory you would be on if you stopped doing all the things you are currently doing more of. Projecting 2.5% growth while your destructive economy grows faster than your productive one is like projecting weight loss while eating more every day. The spreadsheet says one thing. The trend says another. The trend does not care about the spreadsheet.</p> <h2>So How Long Do You Have?</h2> <p>At current growth rates, your destructive economy reaches <strong>25% of GDP in ~15 years</strong> and <strong>50% in ~30 years</strong>.</p> <p>The Soviet Union devoted an estimated 15-18% of GDP to military spending before it collapsed, and that was <em>just</em> military, without a $10 trillion cybercrime sector on top. The late Roman Empire spent roughly 60-80% of its entire government budget on the military, which, combined with currency debasement and rising tax burdens, produced the fiscal crisis that preceded its fall.</p> <h2>You Already Know What This Looks Like</h2> <p>If the Soviet Union and Rome sound too distant, here is what economic collapse looks like right now, on your planet, to people who are alive while you read this.</p> <p><strong>Venezuela's</strong> GDP fell 80% in under a decade. GDP per capita went from $12,400 to $4,200. The minimum wage is $4 per month. 82% of the population lives in poverty. 8 million people fled the country. A Harvard economist called it "the biggest economic collapse in human history outside of war or state collapse."</p> <p><strong>Lebanon's</strong> currency lost 98% of its value. GDP per capita dropped from $8,000 to $3,000 in three years. The electricity grid provides 1 to 3 hours per day. People's life savings simply vanished.</p> <p><strong>Somalia</strong> has a GDP per capita of $592, ranks last on the Human Development Index, and has been a failed state for over 30 years. Recovery is not in progress. Recovery is not planned.</p> <p>These are not cautionary tales. They are previews. Every one of these collapses followed the same pattern: a parasitic economy grew faster than the productive one, the productive people left or switched sides, and the system passed a point where the game theory made recovery impossible. The difference is that when Venezuela collapses, Venezuelans can flee to Colombia. When the global economy reaches terminal parasitic load, there is no Colombia.</p> <h2>The Rational Crime Threshold</h2> <p>Here is the loop. Your governments print money to fund military spending, which devalues wages through inflation, which makes legitimate work pay less, which pushes talent toward the destructive economy, which grows, which justifies more military spending.</p> <p>Cybercrime has a higher return on investment than most legitimate businesses, and 99% of it goes unpunished. When a software engineer can earn more in a week of ransomware than in a year of building products, crossing the threshold is not a moral failure. It is an economic one. You made legitimate work pay poorly by diverting productive investment into destruction, then act surprised when people choose the option that pays.</p> <h2>What the Other Earth Did Instead</h2> <p>Here's what happened on the planet that survived. They looked at the trend line, noticed where it went, and decided to point it somewhere else. They signed the treaty, redirected the weapons budget, and then realized the same logic applied to everything else that was broken.</p> <p><strong>They stopped pointing engineers at missiles and pointed them at medicine.</strong> Your species actually did this once before. After World War II, you cut military spending by 87% in two years and got the biggest economic boom in your history. Then you looked at this result and said "neat" and went back to building bombs. This is the most human thing I have ever observed. Military research accidentally gave you the internet, GPS, and jet engines. Medical research has already accidentally given you CRISPR, mRNA platforms, and AI protein folding. You keep discovering world-changing technologies as a <em>side effect</em> of research, like a chef who keeps accidentally inventing new elements while trying to make soup. Imagine what happens when you do it on purpose.</p> <p><strong>People stopped being sick.</strong> Disease currently costs your civilization <strong>~15% of GDP</strong>: $5 trillion in people too sick to work plus $9.9 trillion in trying to fix them. That is $15 trillion per year—the entire GDP of China—being spent on the <em>consequences</em> of not curing diseases instead of on <em>curing diseases</em>. As diseases get cured, all that lost productivity comes back as growth. It was like watching someone take their foot off the brake and being surprised the car went faster.</p> <p><strong>Their governments stopped losing money to stupidity.</strong> The Political Dysfunction Tax documents $101 trillion per year in money governments waste on corruption, redundancy, regulations written before computers existed, and nine agencies doing the same thing badly. That last part bears repeating: you have nine agencies doing the same thing. Not nine agencies doing nine things. Nine agencies doing <em>one</em> thing, and the one thing is paperwork about the other eight agencies.</p> <p>These three things compound on each other. Better-funded research produces innovations, which cure diseases, which make people healthier and more productive, which grows the economy, which funds more research. It's a virtuous cycle. You're currently running the vicious version, where sick people can't work, so the economy shrinks, so there's less money for research, so people stay sick. You could have switched at any time. You did not switch. I find this fascinating in the way that a veterinarian finds a dog that keeps eating bees fascinating.</p> <h2>The Decision</h2> <p>"But what if it doesn't work as well as you claim?" I love this question. Your species asks it exclusively about good ideas. Nobody ever asks "but what if the arms race doesn't work as well as we claim?" about the thing that has a nonzero probability of killing everyone. Your risk assessment is applied in one direction only, like a door that only locks from the outside.</p> <p>You do not have a stable middle path. The 2.5% "baseline" is not a path you can stay on; it is a fantasy that requires every accelerating trend to simultaneously stop accelerating. Your actual choice is between a path that cures diseases and a path where the journals are on fire. Both require effort. Only one of them has a nonzero GDP at the end.</p> <h2>What This Means Per Person</h2> <p>GDP in the trillions is abstract. Here's what it means for actual humans.</p> <p>On your current trajectory, average income by year 20 is a question your economists cannot answer, because their models do not have a variable for "the journals are on fire." Under the path where you redirect the murder budget and fix governance, average income reaches extraordinary levels. Even the minimum sustainable path (1% Treaty alone) multiplies your cumulative lifetime earnings many times over.</p> <p>The opportunity cost of inaction is not abstract. It is the largest number most humans will never bother to calculate.</p> <h2>Go Ahead, Change the Numbers</h2> <p>Every input to this model is a named variable you can look up and argue with. I know you will, because arguing is your second-favorite activity after building weapons. Cut all assumptions in half. Cut them in quarters. The model still produces a civilization instead of a collapse, because no plausible adjustment to any single variable eliminates the effect of three compounding mechanisms running simultaneously for 20 years. Compound growth doesn't care about your skepticism. It's math. Math doesn't negotiate.</p> <p>The question is not "will the treaty produce exactly these returns?" The question is "does redirecting murder money to medicine money produce better results than not doing so?" The answer is yes under every scenario where you prefer being alive to being dead. If you do not prefer being alive to being dead, this article is not for you, and I wish you well in whatever you're doing instead.</p> <p><a href="https://manual.warondisease.org/knowledge/economics/gdp-trajectories.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/politics/how-much-does-it-cost-to-save-the-world-about-250-million/ <h2>Getting Countries to Sign Papers Is Surprisingly Cheap</h2> <p>"Getting 195 countries to agree costs billions and takes forever."</p> <p>No. Getting countries to <em>implement</em> things costs billions. Getting them to <em>sign papers</em> is surprisingly cheap. Your entire diplomatic system runs on the principle that writing your name on a document feels like accomplishing something. It doesn't, but it's affordable.</p> <h2>What Treaties Actually Cost</h2> <p>The <strong>Ottawa Treaty</strong> banning landmines took 14 months. One staff member, Jody Williams, grew a coalition to over a thousand organizations across 60 countries. 122 states signed. She won the Nobel Peace Prize. One woman with a phone convinced 122 countries to stop burying explosives in the ground where children walk. Your species is capable of remarkable things when one person gets sufficiently annoyed.</p> <p>The <strong>Cluster Munitions Convention</strong> took about two years. Seven governments and a coalition of NGOs got 94 states to sign. The <strong>Arms Trade Treaty</strong> took a decade but started with three supporting governments. The <strong>Nuclear Ban Treaty</strong> also took a decade. ICAN ran the entire operation with <strong>five staff in a Geneva office</strong>. 122 states voted yes. Another Nobel Prize. Five people in a Geneva office won a Nobel Prize. You have more people in your accounting department.</p> <p><strong>Pattern</strong>: Total to get a treaty signed: <strong>$25-50 million</strong> (in today's dollars). Your species spends more than that on Super Bowl ads for beer—the thing that makes you temporarily stupider. You will pay more to sell stupidity beverages during one sporting event than it costs to get 122 countries to agree on anything.</p> <h2>Cost for a 1% Health Treaty</h2> <p>Historical treaty campaigns ran on pocket change. But this is not just a signature campaign. It's a referendum engine, lobbying operation, diplomatic push, and reserve fund aimed directly at military budgets, which means you are picking a fight with the most powerful industry your species has ever created.</p> <table> <thead> <tr> <th style="text-align:left">Budget Frame</th> <th style="text-align:left">What It Covers</th> <th style="text-align:left">Cost</th> </tr> </thead> <tbody> <tr> <td style="text-align:left"><strong>Historical treaty benchmark</strong></td> <td style="text-align:left">NGO-led campaigns to get signatures on paper</td> <td style="text-align:left"><strong>$25-50M</strong></td> </tr> <tr> <td style="text-align:left"><strong>Modeled 1% Treaty campaign</strong></td> <td style="text-align:left">Referendum, lobbying, diplomacy, legal work, reserve fund</td> <td style="text-align:left"><strong>~$250-500M</strong></td> </tr> </tbody> </table> <h3>The Math</h3> <p>Campaign cost: ~$250-500 million. What the treaty unlocks: <strong>$27.2 billion/year</strong>. Forever.</p> <p>Even before you count downstream health gains, this is a one-year redirection of government spending far larger than the campaign that triggered it. You are not buying signatures. You are buying leverage. The campaign cost pays for itself in the first year and then keeps paying dividends until the sun explodes, which, given your species' current trajectory, may happen sooner than the astronomers predicted.</p> <h2>How to Make Governments Sign Things</h2> <p>Politicians move when they see voters demanding it and political cover to do it. Give them both.</p> <p><strong>First</strong>, prove public demand. Get <strong>3.5%</strong> of the population to say "yes" with verified identity. The 3.5% finding is not a magic law of treaty ratification. It is a coordination heuristic: the point where a cause stops looking like a niche moral hobby and starts looking like a voting bloc large enough to create career risk. That's not activism. That's a mandate.</p> <p><strong>Second</strong>, prove it's safe. Peer-reviewed modeling showing every nation gains more in health savings than it loses in military spending. Politicians need cover the way vampires need darkness. Give them the numbers and they'll pretend it was their idea (the second most reliable pattern in your political history, after blaming the previous administration).</p> <h3>Timeline to "Governments Can't Ignore This"</h3> <p>With an initial campaign push, you can reach "Treaty-Ready" status in <strong>2-3 years</strong>: a platform with ~280 million verified supporters (the 3.5% threshold), country-by-country impact modeling, and a coalition of 120+ supportive NGOs and 5-10 champion governments.</p> <p>Once these assets exist, formal negotiations become very hard to avoid. Not because politicians want them. Because ignoring 280 million people is the kind of career decision that leads to "spending more time with family."</p> <h2>The Historical Compliance Problem (The Depressing Table)</h2> <table> <thead> <tr> <th style="text-align:left">Commitment</th> <th style="text-align:left">Target</th> <th style="text-align:left">Actually Did It?</th> <th style="text-align:left">Duration</th> </tr> </thead> <tbody> <tr> <td style="text-align:left"><strong>0.7% ODA Target</strong></td> <td style="text-align:left">0.7% of GNI to foreign aid</td> <td style="text-align:left">~20% of countries</td> <td style="text-align:left">50+ years</td> </tr> <tr> <td style="text-align:left"><strong>Kyoto Protocol</strong></td> <td style="text-align:left">Binding emissions targets</td> <td style="text-align:left">~55% initially, then collapse</td> <td style="text-align:left">1997-2012</td> </tr> <tr> <td style="text-align:left"><strong>Paris Agreement</strong></td> <td style="text-align:left">Non-binding pledges</td> <td style="text-align:left">~15-25% on track</td> <td style="text-align:left">2015-present</td> </tr> <tr> <td style="text-align:left"><strong>NATO 2% GDP Defense</strong></td> <td style="text-align:left">2% of GDP on defense</td> <td style="text-align:left">~72% of members (2024)</td> <td style="text-align:left">Since 2014</td> </tr> </tbody> </table> <p><strong>Pattern</strong>: International financial commitments achieve <strong><25% meaningful compliance</strong>. Your species signs things and then doesn't do them. It's like a New Year's resolution, but for geopolitics.</p> <h3>Why a 1% Treaty Might Beat the Odds</h3> <p>Previous treaties ran on guilt. Guilt has terrible fuel efficiency. This one runs on greed, which is (regrettably) humanity's only reliable fuel source.</p> <p>It's <strong>self-funding</strong>: the health dividends exceed the "cost," so you make money by doing the right thing, which is the only way your species does the right thing. "Should we cure more diseases?" polls well across every political spectrum. It has a <strong>referendum pathway</strong> that bypasses government resistance (politicians hate this, which is how you know it works). And Incentive Alignment Bonds create a <strong>permanent lobbying force</strong> where wealthy investors profit from treaty expansion, creating the same political pressure that currently expands military budgets—except pointed at curing diseases.</p> <h2>Even Assuming Failure, It's Still the Best Bet</h2> <p>The model assumes a <strong>~5% probability of success</strong>. Failure is the base case. It's still a good bet.</p> <p>Even at 5% probability of success, the expected cost per DALY (disability-adjusted life year) is still <strong>30,000 times more cost-effective</strong> than malaria bed nets, which are the gold standard of global health interventions.</p> <table> <thead> <tr> <th style="text-align:left">Scenario</th> <th style="text-align:left">Probability</th> <th style="text-align:left">Translation</th> </tr> </thead> <tbody> <tr> <td style="text-align:left"><strong>Pessimistic floor</strong></td> <td style="text-align:left">0.1%</td> <td style="text-align:left">Everything goes wrong. Asteroid, possibly.</td> </tr> <tr> <td style="text-align:left"><strong>Conservative central</strong></td> <td style="text-align:left">~5%</td> <td style="text-align:left">Failure remains the base case. Still 30,000x better than bed nets.</td> </tr> <tr> <td style="text-align:left"><strong>Optimistic ceiling</strong></td> <td style="text-align:left">25%</td> <td style="text-align:left">A major crisis opens a political window. Or humans decide to be smart for once.</td> </tr> </tbody> </table> <p><strong>Downside</strong>: Capped at ~$250-500M. You lose the cost of a nice yacht. <strong>Upside</strong>: Unbounded. You cure most diseases.</p> <p>Even assuming failure is the base case, this beats the gold standard of global health interventions. The downside is a yacht. The upside is the end of most disease. Your species makes worse bets every day in Las Vegas, except there the upside is a slightly larger pile of papers. The yacht will be fine. It was going to depreciate anyway.</p> <h2>Why This Should Matter to Rich People Specifically</h2> <p>"But I'm rich, I'll be fine." No, you won't.</p> <p>Your wealth cannot currently buy a cure for Alzheimer's, cancer, ALS, Parkinson's, or aging. No amount of money cures diseases that haven't been researched. Steve Jobs had $10.5 billion and pancreatic cancer killed him anyway. Money buys the best treatment <em>available</em>. It does not make unavailable treatments exist.</p> <p>Meanwhile, your productive economy (the one generating your wealth) is being eaten alive by the destructive economy. Military spending plus cybercrime is already 12-15% of GDP and growing faster than your actual economy. A rich person in a collapsing economy is a person with a large number on a screen attached to a bank that no longer functions.</p> <p>The 1% Treaty doesn't cost you money. It makes you money, keeps you alive longer, and preserves the economic system your money exists within. The alternative is a nice-looking portfolio in a civilization that increasingly resembles a casino where the house is also on fire.</p> <h2>The Bottom Line</h2> <p>Getting 195 countries to redirect 1% of their military budgets to medical research costs about $250-500 million. Getting them to keep doing it costs nothing, because it pays for itself.</p> <p>The campaign cost is less than what your species spent on the last three Marvel movies. Those movies did not cure any diseases, though to be fair, nobody expected them to. Nobody expects anything to cure diseases, because you've collectively decided that curing diseases is an unrealistic goal, despite having cured diseases before, multiple times, for much less money than this.</p> <p>Your species routinely spends more money on things that matter less. The question is not "can we afford this?" The question is "can we afford not to?" and the answer is no, but you'll probably try anyway, because that's what you do.</p> <p><a href="https://manual.warondisease.org/knowledge/appendix/treaty-feasibility.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/government-spending/humanity-spends-56-cents-per-person-per-year-on-curing-disease/ <h2>The $68 Billion Lie</h2> <p>Here is the complete accounting of humanity's commitment to curing disease.</p> <p>Governments claim they spend billions on "medical research." In 2024, the official global total for government medical R&D was approximately <strong>$68 billion</strong>. It sounds like a lot. It is a lie.</p> <h3>The Accounting Trick</h3> <p>That $68 billion figure includes:</p> <ol> <li><strong>Basic Science:</strong> Studying fruit fly genetics and yeast cells (important, but not a cure).</li> <li><strong>Overhead:</strong> University buildings, admin salaries, and electricity bills (often 40-60% of grants).</li> <li><strong>Bureaucracy:</strong> Salaries for the people who decide where the money goes.</li> <li><strong>Epidemiology:</strong> Counting how many people have died (instead of saving them).</li> </ol> <h3>The Real Number: $4.5 Billion</h3> <p>When you strip away the overhead and basic science to ask <strong>"How much do governments spend on actually testing cures in humans?"</strong> the number collapses.</p> <p><strong>Global government spending on interventional clinical trials is only ~$4.5 billion per year.</strong></p> <p>That is the entire public contribution to testing new medicines for 8 billion people.</p> <p>$4.5 billion ÷ 8 billion people = <strong>$0.56 per human per year</strong>.</p> <p>Fifty-six cents. You spend more on a pack of gum. You spend more on the gum you accidentally swallow. The gum is contributing more to your internal chemistry than your government is.</p> <h2>The 604x Disparity</h2> <p>In 2024, global military spending reached <strong>$2.718 trillion</strong>. Global government spending on clinical trials: <strong>$4.5 billion</strong>.</p> <p>That's a funding ratio of <strong>604:1</strong>.</p> <p>For every $1 governments spend testing cures, they spend <strong>$604 on weapons and military systems</strong>. For every dollar invested in figuring out why you're dying, six hundred and four dollars go toward making sure someone else dies faster. This is not a metaphor. This is a budget line item. Multiple budget line items. Six hundred and four of them, stacked on top of each other, wearing a general's uniform.</p> <h2>The Industry Trap</h2> <p>"But doesn't the pharmaceutical industry fund trials?"</p> <p>Yes. In fact, industry funds <strong>~90%</strong> of all interventional trials. This creates a fatal incentive structure:</p> <ol> <li><strong>Profit First:</strong> Companies only test drugs that can be patented and sold for high prices.</li> <li><strong>Me-Too Drugs:</strong> It is safer to make the 12th slightly better antidepressant than to cure Alzheimer's.</li> <li><strong>Orphan Diseases:</strong> If a disease doesn't affect enough rich people, it gets zero funding.</li> <li><strong>Repurposed Generics:</strong> There is zero profit in proving that a cheap, off-patent drug cures cancer. So nobody funds those trials.</li> </ol> <p><strong>We have outsourced our survival to a business model that requires us to stay sick enough to buy pills, but alive enough to pay for them.</strong></p> <p>It's the drug industry flowchart: Will it make money? No? Don't cure it. Yes? Cure it. This is why we have seventeen acne medications and zero malaria vaccines. The market has spoken, and it has terrible skin.</p> <h2>The Hall of Shame (Country by Country)</h2> <h3>United States: The Alleged Leader</h3> <p><strong>NIH Budget (2024): $47.1 billion</strong></p> <p>Sounds impressive until you learn:</p> <ul> <li><strong>Actual Clinical Trials:</strong> Only ~$810M - $5.6B (depending on how generously you define "clinical trial").</li> <li><strong>Administrative Costs:</strong> 31% of the budget goes to administration. Nearly one-third of the money meant for curing diseases is spent on the people who manage the money meant for curing diseases. It's turtles all the way down, except the turtles are bureaucrats.</li> <li><strong>Indirect Costs:</strong> Universities take 40-60% for overhead. That's the heating bill, the parking garage, and the dean's travel to conferences about how to get more funding for conferences.</li> </ul> <h3>China: The Rising Power</h3> <p><strong>Medical Research Spending: ~$15 billion</strong></p> <p>Prioritizes surveillance technology over medical breakthroughs. Spends <strong>97x more</strong> on domestic security than clinical research. They're very committed to making sure people stay alive long enough to be monitored.</p> <h3>European Union</h3> <p><strong>Horizon Europe Health Budget: €1.17 billion/year</strong></p> <p>Per citizen: Less than the cost of a cup of coffee (<strong>$2.89/year</strong>). At least the coffee keeps you awake while you slowly die of preventable diseases.</p> <h3>The Rest of the World</h3> <ul> <li><strong>Japan:</strong> $5 billion (Aging population, zero urgency).</li> <li><strong>India:</strong> $3 billion ($2.14 per person—less than a samosa).</li> <li><strong>Russia:</strong> $800 million (Spend huge on nukes, pennies on health).</li> </ul> <h2>The Spending Comparison That Should Make You Riot</h2> <p>Let's put this in perspective with how humanity actually allocates its resources:</p> <ol> <li><strong>Global Military Spending:</strong> $2,718,000,000,000</li> <li><strong>Video Games:</strong> $180,000,000,000</li> <li><strong>Pet Food:</strong> $150,000,000,000</li> <li><strong>Government Clinical Trials:</strong> $4,500,000,000</li> </ol> <p><strong>We value our dogs' dinner 30x more than finding cures for our children.</strong></p> <p>We spend more on virtual swords for imaginary elves than on real medicine for real humans. The elves have better healthcare than we do, and they don't exist.</p> <p>If aliens intercepted your species' budget spreadsheets, they'd conclude you're a death cult that occasionally feeds its pets. (We have intercepted them. This is accurate.)</p> <h2>The Solution</h2> <p>The 1% Treaty: shifting just 1% of military spending ($27.2 billion) would increase global government clinical trial funding by <strong>600%</strong>. We could run tens of thousands of pragmatic trials annually, breaking the industry monopoly on what gets tested and cured.</p> <p>You are the only species that pays for its own extinction while claiming it cannot afford its own survival.</p> <p>Fifty-six cents per person per year. That's what your life is worth to the people who make budgets. I'd say "you get what you pay for," but at fifty-six cents, you don't even get that.</p> <p><a href="https://manual.warondisease.org/knowledge/appendix/global-government-medical-research-spending.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/government-spending/the-nih-spent-1-trillion-and-eradicated-zero-diseases/ <h2>A Tale of Two Trials</h2> <p>The difference between efficient and inefficient trial design isn't theoretical. Your species accidentally ran a controlled experiment on itself during COVID. Two countries. Same disease. One spent like it was trying to cure death. The other actually did.</p> <h3>RECOVERY Trial (UK Approach)</h3> <p>The British spent <strong>$24 million</strong> over 6 months. Enrolled 48,000 patients. Found multiple effective treatments, including dexamethasone—a steroid that had been available since 1957. It reduced COVID deaths by one-third and saved over <strong>one million lives</strong>. Cost per patient: <strong>~$500</strong>.</p> <h3>RECOVER Initiative (NIH Approach)</h3> <p>Nearly 600 potential treatments for Long COVID have been identified. At RECOVERY trial efficiency ($500/patient, 5,500 patients per treatment), $1.665 billion buys <strong>600 completed trials</strong>. The NIH received $1.665 billion. Over 4 years, they completed <strong>zero</strong>.</p> <p>Only 15% of the budget went to clinical trials; the rest funded observational studies, data management, and administration. Of those enrolled, roughly 11% were in interventional trials that actually tested treatments. The other 89% were in observational studies, which is the medical equivalent of taking attendance at a funeral.</p> <p>Cost per interventional patient: <strong>$504,500</strong>, the price of a house. Nobody got a house and nobody got cured. They got observed. Expensively. The observation was very thorough. It has been peer-reviewed. The peers also observed the patients. The patients are still sick, but they are the most well-documented sick people in the history of sickness.</p> <p>Six hundred trials were possible with that money. Zero were completed. That is the difference between a system that tests treatments and a system that tests patience.</p> <h2>The Translation Crisis: All Theory, No Medicine</h2> <p>Basic research is not the problem. Five decades of NIH-funded science built one of the largest drug candidate pipelines in history. The problem is what happens after the discoveries are made: almost nothing. The pipeline is full. The exit is closed.</p> <p>There are over 20,000 FDA-approved drugs that are known to be safe in humans. Thousands more clinically-tested candidates are gathering dust, including over 3,000 marketed drugs that could be repurposed for diseases nobody's tried them on. You have a warehouse of safe molecules that have never been systematically tested for new uses. The warehouse is full. The testing facility is closed for a team-building retreat.</p> <p>Then there's metformin. A phase 3 randomized controlled trial showed it reduces long COVID incidence by <strong>41%</strong>. It costs <strong>$4 a month</strong>. It has been generic for decades. The NIH guideline response: "insufficient evidence to recommend for or against." Long COVID costs <strong>$170 billion a year</strong>. The $4 pill that cuts it by 41% has no corporate sponsor, because nobody profits from a generic. This is the entire chapter in one sentence.</p> <p>The NIH is, by its own metrics, a publishing house that occasionally dabbles in medicine. It publishes 2.5 million funded papers annually. It produces approximately <strong>50 new drug approvals</strong> per year. That's a conversion rate from paper to patient of <strong>0.002%</strong>. For every 50,000 papers, one drug reaches a human. The rest become citations in other papers, which become citations in other papers, in an infinite loop of academics reading each other's homework. On Wishonia, we call this a "knowledge ouroboros." It looks productive from the inside. From the outside, it's a snake eating its own tail and writing a paper about the nutritional content.</p> <h2>The Allocation Scandal</h2> <p>Your National Institutes of Health has the word "Health" in its name and an annual budget of <strong>$47 billion</strong>. 47.5 million of you die annually from disease. You would think those two facts would be related. They are not.</p> <p>Of $247 billion the NIH spent over a decade, exactly <strong>3.3%</strong> went to testing which of the thousands of known-safe treatments actually work in humans. The other 96.7% funded understanding disease mechanisms, translating discoveries toward (but never into) clinical use, training scientists, and observational programs that spend billions watching disease without treating it.</p> <p>3.3% on trials might be defensible if the testing queue were empty. It isn't. There are roughly 20,000+ compounds with established safety profiles, and <strong>99.999997%</strong> of their possible disease applications have never been tested. Most are off-patent, which means no pharmaceutical company will fund trials for them, which means the NIH is the only entity that could, which means it is specifically choosing not to do the one thing only it can do.</p> <p>It's like spending 96.7% of your grocery budget on cookbooks and 3.3% on food, then wondering why you're starving. Except the cookbooks are very prestigious and the starving people aren't on the committee that decides whether to buy more cookbooks.</p> <h3>The Receipts: Where $247.3 Billion Went (2010-2019)</h3> <ul> <li><strong>84.9% — Basic research</strong> ($209.9B): Understanding disease mechanisms, molecular biology, genomics. Essential for identifying new targets, but 85 cents of every dollar is a lot of understanding and not much testing.</li> <li><strong>11.8% — Applied research, non-trial</strong> ($29.3B): Translating discoveries toward practical use, but without the final step of testing them in patients.</li> <li><strong>3.3% — Phased clinical trials</strong> ($8.1B): The only category that directly tests whether treatments work in humans.</li> </ul> <h2>Why This Allocation Exists</h2> <p>This is not the fault of individual researchers. Most became scientists because they wanted to cure diseases. The system they work in rewards everything except curing diseases.</p> <p>Huge drug companies with political influence love the NIH. Taxpayers absorb the risk of basic research; industry patents whatever works. It's like if your neighbor paid for your kitchen renovation, and then you charged them rent to eat there.</p> <p>But independent trials comparing drugs head-to-head? Those are terrifying. They might reveal that the $80,000 drug works about as well as the $4 generic. When Congress created PCORI (the Patient-Centered Outcomes Research Institute) in 2010, industry successfully lobbied to <strong>prohibit it from making coverage recommendations based on cost-effectiveness</strong>. Congress literally passed a law saying "don't fund research that might lower drug prices." They wrote it down. In legislation. On purpose. With their names on it. And then they went home and told their constituents they were fighting for affordable healthcare, because your species' capacity for doublethink is genuinely Olympian.</p> <p>The 3.3% allocation isn't a mystery. It's a business model. Basic research produces publications. Publications produce tenure. Tenure produces more grants. Actual treatments are a byproduct that occasionally happens when someone forgets to optimize for papers and accidentally optimizes for results instead. It's like a restaurant where the chefs are passionate about food but get promoted based on how many menus they print. The menus are exquisite. They have won awards. The diners are eating the menus. Nobody has mentioned this.</p> <h2>You Pay Twice</h2> <p>Taxpayers funded research behind <strong>99%</strong> of new drugs (356 drugs, 2010-2019). Industry patents the winners. The public pays again through high drug prices. When research leads to a dead end, the public eats the loss. You pay for the lottery ticket. They cash the winnings. You'd think someone would have mentioned this arrangement before now, and someone has, many times, but the people who cash the winnings also fund the campaigns of the people who could change the arrangement, so the arrangement continues.</p> <h2>The Patient Disconnect: Zero Correlation with Health Outcomes</h2> <p>Correlation between NIH funding priorities and actual disease burden: <strong>0.07</strong>.</p> <p>That is not a typo. On a scale of 0 (random) to 1 (perfect), the NIH scores "basically a coin flip." A dartboard would allocate research funding more rationally. A drunk person throwing darts at a list of diseases would produce a funding allocation that correlates more closely with actual disease burden than the National Institutes of Health, which employs 20,000 people and has been doing this for 50 years. The dartboard doesn't even need to be in the building.</p> <h2>The Track Record</h2> <p>$1.1 trillion over 50 years. Zero diseases eradicated. I asked the NIH how many diseases they've eradicated. They sent me a 40-page document about their strategic vision. I read all 40 pages. The number wasn't in it. The word "eradicate" wasn't in it either. The word "strategic" was in it 31 times.</p> <p>The WHO eradicated smallpox for <strong>$300 million</strong>. Jonas Salk developed the polio vaccine in a university lab and gave it away for free, which is why nobody at the NIH talks about him at parties because he makes everyone look bad by comparison. He gave away the patent. I asked an NIH official what would happen if they gave away patents today and they made a sound I can only describe as a laugh, but sadder.</p> <p>Veterinarians have eradicated multiple animal diseases on budgets the NIH would consider a rounding error. Your veterinarians eradicated hog cholera. Pigs. I should note the irony of humanity's failure to eradicate human diseases while more aggressively finding cures for animals you lock in metal crates too small to turn around in.</p> <h2>What Would Actually Work</h2> <p>The RECOVERY trial already proved it. $500 per patient instead of $50,000. First life-saving result in under 100 days. Over a million lives saved. The blueprint exists. It is not theoretical. It happened. In England. During a pandemic. While Americans were arguing about horse dewormer.</p> <p>The British did not use a special technique. They did not have access to secret technology. They used the same drugs, the same disease, the same species of patient. They just tested the drugs on the patients instead of writing about the drugs near the patients. This is the breakthrough. It took zero breakthroughs.</p> <p>Now imagine the other timeline. If the NIH had allocated even 20% of its $1.1 trillion to pragmatic trials over 50 years (the remaining 80% still on basic research), that produces <strong>440 million patient-trials</strong> at RECOVERY efficiency. That is enough to test every safe compound against every major disease, multiple times, with replication.</p> <p>The difference between that timeline and this one is not a matter of hindsight. Pragmatic trials existed the entire time. The efficiency data was available for decades. You chose the other road. It led here. I am told that on your planet, describing this situation accurately is considered "rude." On Wishonia, not describing it would be considered "complicity." I will risk the rudeness.</p> <p><a href="https://manual.warondisease.org/knowledge/problem/nih-fails-2-institute-health.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/military/war-costs-humanity-11-point-4-trillion-a-year/ <h2>Your Itemized Receipt for Global Violence</h2> <p>War costs your species <strong>$11.4 trillion per year</strong>. That's <strong>12.7% of global GDP</strong>—one in every eight dollars earned on Earth goes toward the industry of making things and people stop existing.</p> <p>Over a lifetime, that's <strong>$113,551 per person</strong>. Every person. Including you. Including the baby born five minutes ago who has done nothing wrong and is already $113,551 in the hole on the exploding-things budget.</p> <p>Nobody sent you an invoice because they knew you'd cancel.</p> <h2>The Direct Costs: $7.7 Trillion/Year</h2> <h3>Military Spending: $2.718 Trillion</h3> <p>This is the money your governments openly admit to spending on things whose primary function is converting other things into smaller, hotter, more scattered versions of themselves.</p> <table> <thead> <tr> <th>Category</th> <th>Amount</th> <th>Daily Cost</th> </tr> </thead> <tbody> <tr> <td>Personnel Salaries</td> <td>$681.5B</td> <td>$1.87B</td> </tr> <tr> <td>Weapons Procurement</td> <td>$654.3B</td> <td>$1.79B</td> </tr> <tr> <td>Operations & Maintenance</td> <td>$579.8B</td> <td>$1.59B</td> </tr> <tr> <td>Military Infrastructure</td> <td>$520.4B</td> <td>$1.43B</td> </tr> <tr> <td>Intelligence Operations</td> <td>$282.0B</td> <td>$0.77B</td> </tr> <tr> <td><strong>TOTAL</strong></td> <td><strong>$2,718B</strong></td> <td><strong>$7.45B</strong></td> </tr> </tbody> </table> <p>$7.45 billion per day on the military. For context, the entire global budget for clinical trials is about $4.5 billion per <strong>year</strong>. You spend more on war in a single day than you spend on curing disease in an entire year. This is a choice. Nobody forced this choice on you. You made it, repeatedly, for decades, and then complained that you couldn't afford healthcare.</p> <h3>Human Casualty Costs: $2.446 Trillion</h3> <p>Roughly <strong>244,600 people</strong> die from conflict annually—670 per day, one every 2.2 minutes. Using the standard economic value of a statistical life ($10 million, which is the number governments use when deciding whether to install a guardrail), that's <strong>$2.446 trillion per year</strong> in deleted humans.</p> <p>Every 2.2 minutes, the global economy loses $10 million worth of person. That's not counting their family's grief, their unfinished projects, or the fact that one of them might have been the person who cures cancer. Statistically, given enough deaths, you've almost certainly killed several would-be cure-discoverers. The disease got them before the disease got them, if you follow.</p> <h3>Infrastructure Destruction: $1.875 Trillion</h3> <table> <thead> <tr> <th>Type</th> <th>Annual Damage</th> </tr> </thead> <tbody> <tr> <td>Transportation</td> <td>$487.3B</td> </tr> <tr> <td>Energy Systems</td> <td>$421.7B</td> </tr> <tr> <td>Communications</td> <td>$298.1B</td> </tr> <tr> <td>Water & Sanitation</td> <td>$267.8B</td> </tr> <tr> <td>Education Facilities</td> <td>$234.5B</td> </tr> <tr> <td>Healthcare Facilities</td> <td>$165.6B</td> </tr> <tr> <td><strong>TOTAL</strong></td> <td><strong>$1,875B</strong></td> </tr> </tbody> </table> <p>War zone reconstruction costs 1.3-2.1x more than normal construction, because of what military analysts call "conflict premiums" and normal people call "construction workers getting shot."</p> <p>You blow up hospitals and then pay extra to rebuild them. You destroy roads and then pay extra to repave them. You flatten schools and then pay extra to re-educate the children who survived. You have an entire industry dedicated to un-doing the things another industry did. You employ people to fill holes that you employed other people to make.</p> <h3>Trade Disruption: $616 Billion</h3> <ul> <li>Shipping route blockages: $247.1B</li> <li>Supply chain interruptions: $186.8B</li> <li>Energy price volatility: $124.7B</li> <li>Currency instability: $57.4B</li> </ul> <p>This is the cost of putting mines in shipping lanes and then routing around the mines you put in the shipping lanes. It's the maritime equivalent of digging a hole in your own driveway and then complaining about the pothole.</p> <h2>The Indirect Costs: $3.7 Trillion/Year</h2> <h3>Lost Economic Growth: $2.7 Trillion</h3> <p>This is the big one. Your military spending has a GDP multiplier of <strong>0.6x</strong>—every dollar spent generates only 60 cents of economic value. Healthcare spending has a multiplier of <strong>4.3x</strong>. Education: <strong>2.2x</strong>. Infrastructure: <strong>1.6x</strong>.</p> <p>You chose the investment that returns 60 cents on the dollar. Every time. For decades. This is the financial equivalent of consistently choosing the worst item on the menu, every night, at every restaurant, for 75 years, and then writing a Yelp review blaming the restaurant.</p> <p>The <strong>$2.7 trillion</strong> in lost annual GDP growth is the difference between what your economy would produce if you invested in things that grow it versus things that explode.</p> <h3>Veteran Care: $200.1 Billion/Year</h3> <p>You send humans to war, they come back broken, and then you pay to fix them. The 20-year projected cost of current veteran care: <strong>$4 trillion</strong>.</p> <table> <thead> <tr> <th>Category</th> <th>Annual Cost</th> <th>20-Year Projection</th> </tr> </thead> <tbody> <tr> <td>PTSD Treatment</td> <td>$47.2B</td> <td>$944B</td> </tr> <tr> <td>Physical Rehabilitation</td> <td>$63.8B</td> <td>$1,276B</td> </tr> <tr> <td>Disability Compensation</td> <td>$89.1B</td> <td>$1,782B</td> </tr> <tr> <td><strong>Total</strong></td> <td><strong>$200.1B</strong></td> <td><strong>$4,002B</strong></td> </tr> </tbody> </table> <h3>Refugee Support: $150 Billion/Year</h3> <p>108.4 million refugees globally, at $1,384 per person. Their lost earning potential: <strong>$2.5 trillion per year</strong>. You displaced them, and then their inability to work costs everyone else $2.5 trillion. War is an investment that keeps losing money long after the fighting stops.</p> <h3>Everything Else: $650 Billion/Year</h3> <ul> <li>Environmental damage: $100B+ (soil, water, air, biodiversity)</li> <li>Psychological impact: $232B</li> <li>Lost human capital: $300B+</li> </ul> <p>Landmines contaminate soil for decades. Depleted uranium contaminates water tables. Burning oil fields contaminate the atmosphere. War doesn't just destroy the present. It poisons the future and then sends the future an invoice.</p> <h2>The Pentagon: A Case Study in Missing Money</h2> <p>The Pentagon owns <strong>$3.8 trillion</strong> in assets but cannot account for <strong>$2.5 trillion</strong> of them. That's <strong>63%</strong>. The Pentagon has lost track of more money than most countries have ever <em>had</em>. If you lost 63% of your possessions, you'd call the police. The Pentagon just calls it Tuesday.</p> <p>The F-35 programme's lifetime sustainment cost increased from <strong>$1.1 trillion in 2018</strong> to <strong>$1.58 trillion in 2023</strong>, despite the planes becoming less available. So they cost more and work less. It's like a plumber who charges extra every time your pipes burst, which is also every time.</p> <h2>What $11.4 Trillion Could Buy Instead</h2> <p>The total annual cost of war ($11.4T) is equivalent to:</p> <ul> <li><strong>168x</strong> the entire WHO budget</li> <li>Enough to <strong>end global poverty 11.4 times over</strong></li> <li>More than the <strong>entire GDP of every country except the US and China</strong></li> <li>Roughly <strong>40,000 years</strong> of clinical trial funding at current rates</li> </ul> <p>If you took the money the world spends on war in a single year and spent it on clinical trials instead, you could fund 40,000 years of medical research. Four hundred centuries. You could test every known safe compound against every known disease, with replication, and still have change left over for a nice lunch.</p> <h2>Historical Context</h2> <p>Your species has spent approximately <strong>$180 trillion</strong> (in 2024 dollars) on war throughout history. 75% of that was spent after 1945—the year you allegedly learned your lesson. The Roman Empire spent less on its military across five centuries than one year of modern military spending. You are spending more per year on destruction than history's largest empire spent in half a millennium, and you call this "maintaining peace."</p> <h2>The Bottom Line</h2> <p>$11.4 trillion per year. $113,551 per person over a lifetime. 12.7% of everything the human race produces, fed into a wood chipper made of geopolitics.</p> <p>One percent of the military budget—<strong>$27.2 billion</strong>—redirected to medical research would be the largest increase in clinical trial funding in human history. It would cost each person on Earth approximately <strong>$3.40 per year</strong>. Three dollars and forty cents. Less than a coffee. Less than a beer. Less than the nachos you bought at the game last weekend that gave you heartburn.</p> <p>For $3.40, you could fund the machinery that cures most diseases. For $113,551, you get wars in countries you can't find on a map. You are currently paying for the wars. Nobody asked if you wanted the nachos instead. The nachos are better for you in every measurable way, including the heartburn.</p> <p><a href="https://manual.warondisease.org/knowledge/problem/cost-of-war.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/health/disease-costs-397-trillion-a-year/ <h2>The Daily Body Count</h2> <p>Every single day:</p> <ul> <li><strong>150,000 people stop existing</strong></li> <li><strong>130,000 from disease</strong> (diseases are very effective at their job)</li> <li><strong>80,000 were preventable</strong> (you had the technology, you just chose not to use it)</li> <li><strong>13,700 are children</strong> (which matters if you believe children should continue existing)</li> </ul> <p>That's fifty 9/11s. Every. Single. Day.</p> <p>After the first 9/11, America invaded two countries and spent $2 trillion. After the fifty daily 9/11s, humanity shrugs and checks Instagram.</p> <p>Every hour: <strong>6,250 deaths</strong>. Every minute: <strong>104 deaths</strong>. Every second: <strong>1.7 deaths</strong>.</p> <p>If you took everyone in a decent-sized stadium and deleted them, that's one day. Then do it again tomorrow. And the day after that. Forever. You'd run out of stadiums before you'd run out of corpses, which seems like poor urban planning.</p> <p>That's the body count. Now let's talk about the bill.</p> <h2>The Financial Cost</h2> <p>While you read this sentence, disease just deleted $12.6 million of human potential from existence.</p> <p>By the time you finish this paragraph, $60 million more will evaporate into cancer treatments, heart surgeries, and funeral expenses. Also Dave from accounting's weird rash, but that's probably unrelated.</p> <p>Humanity hemorrhages <strong>$397.4 trillion annually</strong> to diseases that are basically just engineering problems with meat robots.</p> <p>That's more than the entire global economy. Every year. You lose more money to disease than you make doing everything else combined. It's like running a lemonade stand that costs more in lemons than the entire GDP of Earth.</p> <p>"Wait," you say, demonstrating basic arithmetic skills, "global GDP is only $101 trillion. How can we lose more than everything that exists?"</p> <p>Because economists forgot to include the dying part. For centuries, economics measured productivity without accounting for the people who stopped being productive on account of being dead. This is like calculating the cost of a plane crash without including the plane, the passengers, or the fact that they were going somewhere.</p> <h2>The Actual Bill (Economist-Approved Misery Accounting)</h2> <p>Here's what disease actually costs, translated from economist-speak into human language:</p> <table> <thead> <tr> <th style="text-align:left">What We're Losing</th> <th style="text-align:left">What This Actually Means</th> <th style="text-align:left">Annual Cost</th> </tr> </thead> <tbody> <tr> <td style="text-align:left"><strong>Direct Medical Costs</strong></td> <td style="text-align:left">Paying doctors to Google your symptoms in a room that costs $500/hour</td> <td style="text-align:left">$8.2 Trillion</td> </tr> <tr> <td style="text-align:left"><strong>Lost Productivity</strong></td> <td style="text-align:left">Sick people make fewer spreadsheets, decreasing global PowerPoint supply</td> <td style="text-align:left">$6.7 Trillion</td> </tr> <tr> <td style="text-align:left"><strong>Lost Human Life (DALYs)</strong></td> <td style="text-align:left">Dead people contribute zero to the economy (economists finally noticed)</td> <td style="text-align:left">$382.5 Trillion</td> </tr> <tr> <td style="text-align:left"><strong>TOTAL DISASTER</strong></td> <td style="text-align:left"><strong>More money than exists on Earth</strong></td> <td style="text-align:left"><strong>$397.4 Trillion</strong></td> </tr> </tbody> </table> <p>Let me explain that last one, because it's where the real horror lives.</p> <h2>How to Measure Suffering Without Feeling Feelings (The DALY)</h2> <p>DALY stands for "Disability-Adjusted Life Year." That's economist-speak for "quantifying human misery without having to look people in the eye."</p> <p>One DALY = One year of healthy human life, deleted.</p> <p>Die at 40 instead of 80? That's 40 DALYs. Spend 10 years severely depressed? That's 5 DALYs (economists calculated that being miserable counts as being half-dead, which is oddly accurate).</p> <p>The entire human species combined? <strong>2.55 BILLION DALYs annually</strong>. That's 2.55 billion years of human potential, dissolving annually into medical bills and funeral expenses.</p> <h3>What the WHO Thinks You're Worth (Less Than a Tesla)</h3> <p>The World Health Organization decided one year of human life is worth 1-3 times GDP per capita. They made this calculation sober, which is surprising.</p> <p>Let's use 3x GDP per capita. We're optimists who think humans are worth at least three years of their economic output. This is the most generous estimate bureaucrats could manage, and it's still less than a luxury sedan.</p> <p>The math is simple and horrifying:</p> <ul> <li>Value per healthy year: $150,000 (less than a Tesla, apparently)</li> <li>Total DALYs lost annually: 2.55 billion years</li> </ul> <p>That's $382.5 trillion of human potential. We flush it annually down the toilet labeled "diseases we haven't cured yet because the money went to bombs."</p> <h2>Let's Break Down This Apocalypse By Time Unit</h2> <p>$397.4 trillion annually breaks down to:</p> <ul> <li><strong>$1.09 trillion EVERY DAY</strong> (more than most countries make in a year)</li> <li><strong>$45 billion EVERY HOUR</strong> (enough to fund a mid-size cancer research institute)</li> <li><strong>$757 million EVERY MINUTE</strong> (more than most lottery jackpots)</li> <li><strong>$12.6 million EVERY SECOND</strong> (a new Tesla Roadster worth of human potential, gone, every second, forever)</li> </ul> <p>By the time you finish this article (about 10 minutes), disease will have cost humanity more than the entire Apollo moon program. We went to the moon for less than one article's worth of disease costs.</p> <p>The math is, as your children say, not mathing.</p> <h2>What's Actually Deleting Everyone (The Greatest Hits)</h2> <p>Here's what's killing people while you read about what's killing people:</p> <table> <thead> <tr> <th>Disease</th> <th>Annual Deaths</th> <th>Daily Deaths</th> <th>Will Die Reading This Article</th> </tr> </thead> <tbody> <tr> <td>Heart Disease</td> <td>20 million</td> <td>54,800</td> <td>500</td> </tr> <tr> <td>Cancer</td> <td>10.4 million</td> <td>28,500</td> <td>260</td> </tr> <tr> <td>Respiratory Disease</td> <td>6.5 million</td> <td>17,800</td> <td>160</td> </tr> <tr> <td>Dementia</td> <td>2.6 million</td> <td>7,100</td> <td>65</td> </tr> <tr> <td>Diabetes</td> <td>3.4 million</td> <td>9,300</td> <td>85</td> </tr> <tr> <td>Kidney Disease</td> <td>1.4 million</td> <td>3,800</td> <td>35</td> </tr> <tr> <td>Tuberculosis</td> <td>1.3 million</td> <td>3,600</td> <td>33</td> </tr> <tr> <td><strong>TOTAL</strong></td> <td><strong>55 million</strong></td> <td><strong>150,000</strong></td> <td><strong>1,370</strong></td> </tr> </tbody> </table> <p>1,370 humans will permanently stop existing while you read this article. That's five 747s crashing. Every 10 minutes. Forever. If this happened to actual planes, you'd ground all flights within an hour and the 24-hour news cycle would collapse from overuse. But because it's disease, you call it "natural causes" and go back to arguing about parking.</p> <p>While you're busy testing 0.000003% of potential cures:</p> <ul> <li><strong>10 million people annually</strong> will die from antimicrobial resistance by 2050 (bacteria evolved faster than we did, which is embarrassing)</li> <li><strong>600,000 people annually</strong> die from malaria (mosquitoes: 600,000, humanity: 0)</li> <li><strong>10.4 million people annually</strong> die from cancer (your own cells killing you because they forgot how to die)</li> <li><strong>20 million people annually</strong> die from cardiovascular disease (hearts that gave up on humanity, can't blame them)</li> </ul> <p>Each death represents someone's entire universe ending, a grandmother who won't meet grandchildren, a scientist who might have cured the thing that killed them, $4 million in lost economic value (if we're being cold about it, which economists always are), and infinite sadness if you're the one dying, mild inconvenience if you're not.</p> <h2>Your Body Is Not Magic, It's Just Broken</h2> <p>Your body is a machine. Not mystical, not "in balance with the universe." A biological machine made of 37 trillion cells. And like all machines, it breaks.</p> <p><strong>Machines can be fixed.</strong></p> <p>Every disease is just a broken part: cancer is cells with broken stop buttons, Alzheimer's is broken garbage disposal in brain cells, aging is everything breaking at once very slowly (rude).</p> <p>You don't fix them because you haven't tested 99.999997% of the repair tools. There are 166 billion possible molecules. You've tried ~0.003% of them. That's like trying to find your car keys by checking one pocket then giving up forever.</p> <h2>What This Actually Costs You</h2> <p>The $397.4 trillion "Disease Tax" is optional. Not optional like "you can skip it," but optional like "it's not a law of physics, just a choice humanity keeps making."</p> <p>It's the price you pay for being too slow to fix your own broken meat robots.</p> <p>Every day you delay costs another <strong>$1.09 trillion</strong>. Not theoretical future money. Real human potential dissolving right now into medical bills, funeral expenses, and GoFundMe campaigns. Meanwhile, politicians argue whether you can "afford" to test molecules.</p> <h3>Your Priorities, Written in Your Budgets</h3> <ul> <li><strong>Military budget:</strong> Gets $7.4 billion daily to practice ending human life</li> <li><strong>Medical research:</strong> Gets $185 million daily to practice extending it</li> </ul> <p>That's a <strong>40:1 ratio in favor of death over life.</strong></p> <p>If aliens intercepted your budget spreadsheets, they'd conclude you're a death cult that occasionally dabbles in medicine as a hobby.</p> <h3>The Future You're Paying For</h3> <p>Somewhere in the future, there's a Tuesday when cancer is a minor inconvenience like a cold, hearts are as repairable as carburetors, death is optional, not mandatory, and aging is something that happened to your ancestors.</p> <p>Every day between now and that Tuesday costs you $1.09 trillion. That's the real invoice. The actual bill for choosing bombs over grandma's cancer treatment.</p> <p>The future is waiting. You're just too busy building better ways to explode each other to notice. The explosions are very impressive, though. Full marks for spectacle.</p> <p><a href="https://manual.warondisease.org/knowledge/problem/cost-of-disease.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/healthcare/before-1962-drugs-worked-faster-and-so-did-life-expectancy/ <h2>10,000 Years of Dying at 30</h2> <p>For over 99% of human history, average life expectancy was <strong>30 years</strong>.</p> <p>Ancient Rome: 30 years. Medieval Europe: 30 years. Renaissance: Still 30 years.</p> <p>Kings, peasants, philosophers, farmers—everyone died embarrassingly young. For ten thousand years, the human species was collectively unable to figure out how to not die at the age most people today are still arguing about whether they're a "morning person."</p> <p>10,000 years. Zero progress.</p> <h2>1883: The Year You Figured It Out</h2> <p>Then something changed. In 1883, doctors founded the Journal of the American Medical Association (JAMA). They did something novel: they shared information. After 10,000 years someone thought "what if we told each other what works?"</p> <p>Over <strong>100,000 doctors</strong> across America tried treatments on real patients. They wrote down what happened. "This drug helped." "This drug killed the patient." "This drug did nothing but made the patient smell funny."</p> <p>Leading experts reviewed these case reports. They compiled them into studies and published results. If a medicine worked and didn't kill people, JAMA gave it a seal of approval.</p> <p>Crowdsourced, observational, objective, peer-reviewed clinical research. And it worked.</p> <h3>The Result</h3> <p>After 10,000 years of zero progress, life expectancy suddenly shot up. It increased by <strong>3.82 years every decade</strong>. For 80 years straight. The most linear relationship in medical history. Suspiciously perfect. It lasted from 1883 to 1960.</p> <h2>1938: Safety Trials (The Part That Actually Worked)</h2> <p>Elixir sulfanilamide killed over 100 people in 1937. Congress required all new drugs to include safety testing. This evolved into the Phase 1 Safety Trial. This was reasonable. Test if a compound kills people before giving it to patients. Makes sense.</p> <p>The 3.82 years per decade gain <strong>stayed the same</strong>. It held steady before and after the new safety regulations. Safety testing worked without slowing medical progress. Not positive impact. Not negative impact. Just: "stop the drugs that poison people." Done. Moving on.</p> <h3>Thalidomide: When Safety Regulations Actually Worked</h3> <p>Thalidomide hit European markets in 1957 for morning sickness. It caused thousands of horrific birth defects. Existing FDA safety regulations prevented <strong>any</strong> birth defects in the US. Zero American babies harmed. The 1938 safety framework worked exactly as intended.</p> <p>The safety regulations succeeded. But the emotional reaction to Thalidomide created public outcry for <em>more</em> regulation. Not more safety regulation (that had already worked). More <strong>efficacy</strong> regulation. This is the legislative equivalent of your house surviving a fire and then, in response, tearing out the roof.</p> <h2>1962: The Year You Decided to Make Everything Worse</h2> <p>Effective <strong>safety</strong> regulations already existed. They worked. America had zero Thalidomide deaths. So naturally, the government responded to this success by adding massive <strong>efficacy</strong> regulations. The 1962 Kefauver-Harris Amendment changed everything.</p> <p>They took efficacy testing away from <strong>100,000+ independent doctors</strong> and gave it to <strong>drug companies</strong>. It got <strong>82 times more expensive</strong>. It got <strong>40 times slower</strong>.</p> <h3>Before 1962:</h3> <ul> <li>Drug companies spent <strong>~$1.2 million</strong> (inflation-adjusted) to prove safety</li> <li>Once approved as safe, <strong>100,000+ independent doctors tested efficacy</strong> on real patients</li> <li>The AMA compiled results and published findings</li> </ul> <h3>After 1962:</h3> <ul> <li>The FDA took over efficacy testing</li> <li>They made the old system <strong>illegal</strong></li> <li>They required small, controlled trials run by... the drug companies themselves</li> </ul> <p>The irony: Regulations meant to ensure drugs work did this by banning large real-world trials, requiring small artificial trials, and letting drug companies run their own tests. We replaced the people who use the product with the people who sell it. This is like getting restaurant reviews exclusively from the chef.</p> <h2>What Happened Next (All of It Bad)</h2> <h3>Drug Approvals Dropped 60%</h3> <p>The new regulations immediately reduced new drug approvals by <strong>60%</strong>. Not gradually. Immediately. One year you approve 50 drugs. The next year you approve 20. The diseases didn't become 60% less urgent. The regulations just became 60% more obstructive.</p> <h3>Costs Exploded</h3> <p>Since 1962, the cost of bringing a new treatment to market went from <strong>~$1.2 million to over $1 billion</strong> (inflation-adjusted). That's roughly an <strong>833x increase</strong>. For worse results.</p> <h3>Trials Got Worse in Every Way</h3> <ul> <li><strong>Trials got smaller</strong>: Fewer patients, less data.</li> <li><strong>Patients got less representative</strong>: They excluded sick people, old people, and people with other conditions. You know—the people who actually need medicine.</li> <li><strong>Conflicts of interest exploded</strong>: Drug companies ran their own trials. Independent doctors lost control. It's like letting students grade their own exams and then being surprised when everyone gets an A.</li> </ul> <h3>Patent Monopolies Extended</h3> <p>The regulations created massive delays. Congress "fixed" this by extending drug patent monopolies in 1984. Kefauver's amendments aimed to make drugs safer and cheaper. Instead they made them more dangerous (smaller trials, less real-world data), more expensive (monopolies extended), and less available (60% fewer approvals).</p> <h2>What Happened to Life Expectancy (The Part That Matters)</h2> <p>Remember that suspiciously linear 3.82-year increase every decade from 1883 to 1960?</p> <p>In 1962, it dropped by <strong>60%</strong>. To <strong>1.54 years per decade</strong>.</p> <p>From 1880 to 1960: <strong>3.82 years per decade</strong>. From 1962 onward: <strong>1.54 years per decade</strong>.</p> <p>The break is so clean you can see the exact year Congress decided to "help." It's not a gradual curve suggesting diminishing returns. It's a sharp break in a straight line at exactly the year the regulations changed. Coincidences are supposed to be less precise than this.</p> <h3>The "Diminishing Returns" Excuse</h3> <p>Some claim "diminishing returns explain the slowdown." Diminishing returns produce a smooth curve. It flattens over time. What happened was a straight line that instantly changed slope in 1962. Diminishing returns don't produce sudden linear breaks. Regulatory changes do.</p> <h3>The "Correlation Is Not Causation" Excuse</h3> <p>True. Correlation alone proves nothing. But correlation + mechanism + temporal precision is how science works:</p> <ol> <li><strong>Temporal correlation</strong>: Life expectancy growth dropped by half right after 1962</li> <li><strong>Mechanism</strong>: Regulations reduced new treatments by 60%, increased costs 833x, and banned real-world efficacy trials</li> <li><strong>Precision</strong>: The break happens at exactly 1962, not "sometime in the mid-20th century"</li> </ol> <p>If you don't trust this method, you can't trust any clinical research. Or science generally.</p> <h2>More Treatments = More Survivors (The Obvious Thing That Needs Proving)</h2> <p>A three-way fixed-effects analysis studied 66 diseases in 27 countries. Without new drugs launched after 1981, people would have lost <strong>2.16 times more years of life</strong>. The cost? <strong>$2,837 per life-year saved</strong>.</p> <p>There's a strong correlation between new cancer treatments and cancer survival over 30 years. More treatments invented, more people survive. Turns out medical research works. Who knew.</p> <h2>The Summary</h2> <ul> <li><strong>10,000 years:</strong> Zero progress</li> <li><strong>1880-1960:</strong> Decentralized real-world trials, <strong>3.82 years/decade</strong> progress</li> <li><strong>1962:</strong> Kefauver-Harris passes. Progress drops <strong>60%</strong> to 1.54 years/decade</li> <li><strong>Today:</strong> Still stuck with the broken system</li> </ul> <p>Humanity solved medical progress in 1883. Congress broke it in 1962. The fix is not complicated: go back to testing drugs on the people who need them, in the hospitals they're already in, using the data that already exists. The RECOVERY trial proved this works. Oxford spent $500 per patient and saved a million lives. The Americans are still filling out forms.</p> <p><a href="https://manual.warondisease.org/knowledge/appendix/real-world-evidence-historical-success.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/healthcare/the-health-dividend-what-27-billion-in-not-bombs-buys-you/ <h2>From Explosions to Trial Slots</h2> <p>That was the peace dividend: the money you get from buying 1% fewer explosions. Now here is the health dividend: what happens when you spend it on medicine instead.</p> <p>Right now, somewhere in your regulatory system, a drug that already passed safety testing is sitting in a filing cabinet while the disease it treats keeps killing people. Somewhere else, a researcher with a promising compound for one of <strong>7,000+ untreated diseases</strong> is filling out the same form for the fourth time.</p> <p>The health dividend is what happens when you stop doing this.</p> <p>I am now going to show you what $27.2 billion buys when you stop wasting it on permission slips. I apologize in advance for the number of numbers. Your species requires receipts before it will believe anything, even things that are obviously true. Especially things that are obviously true.</p> <p>Your current system charges <strong>$50,000 per patient</strong> in a clinical trial. I asked why and was told "regulatory compliance, site management, and monitoring overhead," which I believe is the human phrase for "permission costs more than medicine." Pragmatic trials cost <strong>$500 per patient</strong>. At that price, the redirected military money buys you roughly <strong>10 times more trial capacity</strong> than currently exists on Earth.</p> <p>Remember this number. Everything that follows depends on it.</p> <h2>The Waiting List</h2> <p>Over <strong>7,000 diseases</strong> currently have zero approved treatments, and about 15 diseases get their first treatment per year. At that rate, you clear the backlog in roughly <strong>450 years</strong>. I will let you sit with that number for a moment. It is longer than your species has had printing presses.</p> <p>For context, 450 years ago, Shakespeare was writing plays, Galileo was building telescopes, and your species already had universities and intercontinental shipping. You just had not gotten around to curing most diseases. At this pace, you still will not for another 450 years.</p> <p>Apply the 10x multiplier. Instead of 15 diseases getting their first treatment per year, you get <strong>150</strong>. The queue clears in <strong>~50 years</strong> instead of 450. The average untreated disease gets its first treatment <strong>centuries</strong> earlier. That is the difference between "your grandchildren might see a cure" and "you might see a cure." On Wishonia, we consider this a meaningful distinction. On Earth, it apparently requires a 78-page chapter to justify.</p> <p>Your species figured out how to split atoms in 6 years during a war, but letting a cancer patient take a pill that passed safety testing requires the gestation period of three consecutive elephants. The 10x multiplier compresses the elephant parade.</p> <p>But trial capacity is only half the delay. Once a drug passes safety testing, your regulatory system sits on it for another <strong>8.2 years</strong> to confirm it works well enough, while people who could be taking it die instead. Add the capacity acceleration and the efficacy lag together: <strong>decades</strong> of dying, condensed into not dying.</p> <h2>The Body Count</h2> <p><strong>130,000 people</strong> die from disease every day. While you were reading the previous section, approximately 300 of them did. They are not coming back to find out how the math turned out.</p> <p>Not all of those deaths are currently preventable, but the vast majority are <em>eventually</em> avoidable with sufficient biomedical research. "Eventually avoidable" does not mean "currently preventable." It means: given enough research, these diseases have biological solutions. Every disease, including aging, is a biological process, and biological processes are, in principle, fixable. This is the theoretical ceiling, not a near-term promise.</p> <p>Over a multi-decade timeline shift, the cumulative toll prevented runs into the <strong>hundreds of millions of lives</strong>. Nobody objected to this methodology when it was used to value smallpox eradication. They will object now because the number is larger, which is a strange reason to object to saving more people.</p> <h2>The Price Tag on Not Being Dead</h2> <p>Your governments already put a price on human life when deciding whether to approve drugs, build highways, or regulate pollution. The standard rate: <strong>$150,000</strong> per quality-adjusted life year. Your species finds this uncomfortable to discuss but does it constantly. You just prefer to do it in footnotes, where the dying can't see.</p> <p>"But the total economic value is more than global GDP!" Yes. GDP ($101 trillion) measures market transactions. It does not measure the value of not being dead, not being in pain, and not watching your children die of treatable diseases. The $150,000/QALY figure is not something I invented. I just multiplied it by the number of sick people, which is also not my fault.</p> <h2>The Receipt</h2> <p>A decentralized trial system costs roughly <strong>$50 million per year</strong> to operate. For reference, this is roughly what your species spends annually on Halloween costumes for dogs. Less than one fighter jet. Less than what FIFA spends on "hospitality" (your word for bribing officials in a building with chandeliers). A system that could test cures for 7,000+ diseases costs less to run than the outfits you put on animals that do not want to wear them.</p> <p>The R&D savings alone produce a <strong>staggering return on investment</strong> without counting a single human life. Include the lives (which you would think someone would, but your species has a long history of not counting the people who die quietly), and the total societal return is astronomical.</p> <p>The cost per year of healthy life saved is <strong>less than anti-malaria bed nets</strong>, which are the gold standard of cost-effective interventions at $78-100 per DALY. This system operates at vastly greater cost-effectiveness, at vastly greater scale. This costs less per life-year than mosquito nets and nobody has heard of it. Your species has spent more money marketing energy drinks.</p> <p>Even the worst case (everything goes wrong, adoption is terrible, the servers catch fire) still returns an estimated <strong>66:1</strong>. Your worst medical outcome is better than your best military one.</p> <p>Every day without this system wastes billions in unnecessary trial spending alone. The regulatory lag is not a safety feature. It is a waiting room where people die. You just gave it a nicer name.</p> <h2>What This Means for You, Personally</h2> <p>For you personally: if diseases get cured even a few years earlier, the average human gains roughly <strong>50,000 extra hours of life</strong>. You spent about 5 minutes reading this article. That is a 600,000x return on your time. Your best investment ever was reading. I realize the irony, given that most of you stopped reading 12 paragraphs ago.</p> <p><a href="https://manual.warondisease.org/knowledge/economics/health-dividend.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/healthcare/the-recovery-trial-how-britain-saved-a-million-lives-for-24-million/ <h2>The Most Cost-Effective Medical Intervention in History</h2> <p>The Oxford RECOVERY trial isn't theory. It's proof.</p> <p>In 2020, Oxford spent <strong>$500 per patient</strong>. Traditional trials cost <strong>$41,000</strong>. RECOVERY saved over <strong>1 million lives</strong>. That's an <strong>82x</strong> efficiency gain. Achieved by doing five obvious things in obvious ways.</p> <table> <thead> <tr> <th>Metric</th> <th>RECOVERY</th> <th>U.S. Average</th> </tr> </thead> <tbody> <tr> <td><strong>Conception to first patient</strong></td> <td>9 days</td> <td>6-12 months</td> </tr> <tr> <td><strong>First life-saving result</strong></td> <td>100 days</td> <td>6-10 years</td> </tr> <tr> <td><strong>Cost per life saved</strong></td> <td>$2,700</td> <td>Often never saves any lives</td> </tr> </tbody> </table> <p>Let that last row sink in. The British spent $2,700 per life saved. The American system spends $41,000 per patient and frequently saves nobody, because by the time the paperwork is done, the disease has moved on to killing the next generation.</p> <h2>The Numbers</h2> <table> <thead> <tr> <th>Metric</th> <th>Value</th> </tr> </thead> <tbody> <tr> <td>Total Patients Enrolled</td> <td>49,000+</td> </tr> <tr> <td>Participating Hospitals</td> <td>186</td> </tr> <tr> <td>Total Trial Cost</td> <td>~$2.7 million</td> </tr> <tr> <td>Cost per Patient</td> <td>~$500</td> </tr> <tr> <td>Treatments Evaluated</td> <td>12</td> </tr> <tr> <td>Proven Effective Treatments</td> <td>4</td> </tr> <tr> <td>UK Lives Saved (by March 2021)</td> <td>22,000+</td> </tr> <tr> <td>Global Lives Saved (by March 2021)</td> <td>1,000,000+</td> </tr> <tr> <td>Days to First Major Result</td> <td><100</td> </tr> </tbody> </table> <p>The RECOVERY trial enrolled 49,000 patients across 186 hospitals, tested 12 treatments, saved a million lives, and cost less than a single F-35 fighter jet. The F-35 has not saved any lives, though to be fair, it hasn't been tested in a clinical trial. Nobody would fund one.</p> <h2>How They Did It (Five Obvious Things)</h2> <h3>1. They Used Regular Hospitals</h3> <p>No specialized research centers. No gold-plated equipment. Just regular hospitals with regular doctors treating regular patients. The same doctors who were already there, doing the same doctoring they were already doing, except now some patients got the experimental drug and someone wrote down what happened. Revolutionary.</p> <h3>2. They Collected Only Useful Data</h3> <p>The trial focused on core outcomes: "Did the patient live or die? Did they get better or worse?"</p> <p>No seventeen-page questionnaires about quality of life. No daily blood draws for biomarkers nobody understands. Just: "Did it work?"</p> <p>They used existing hospital data. One standardized form. Done. The entire data collection process for one of the most important clinical trials in medical history fits on a form shorter than what you fill out to join a gym.</p> <h3>3. They Integrated With Normal Care</h3> <p>Patients got the experimental treatment during regular care. No separate facility. No hovering clipboard researchers. Just normal doctors, except some patients got the experimental drug. Turns out this works fine. Who knew.</p> <h3>4. They Were Flexible</h3> <p>When a treatment didn't work, they stopped testing it. When a new promising treatment emerged, they added it. The FDA would require a completely new trial for each change. RECOVERY just... changed. Like adults making decisions in real time about things that matter. A concept so radical it apparently needed to be invented by the British during a pandemic.</p> <h3>5. They Prioritized Speed Over Bureaucracy</h3> <p>RECOVERY wanted to know if the drug worked and wanted to know fast. The FDA wanted to know if you filled out the forms correctly. These are different priorities. One of them saves lives. The other one has a filing cabinet.</p> <h2>The Result That Should Have Changed Everything</h2> <p><strong>$500 per patient</strong> vs the U.S. average of <strong>$41,000 per patient</strong>. That's an <strong>82x</strong> efficiency gain achieved by doing the obvious things in obvious ways.</p> <p>Also, they saved a million lives by determining that <strong>dexamethasone</strong>—a steroid that has been available since <strong>1957</strong>—reduces severe COVID deaths by one-third. Within 100 days. The cure had been sitting on a shelf for 63 years. It cost about a dollar. Nobody thought to test it because nobody makes money from a dollar drug, and nobody funds trials for drugs that cost a dollar, because the business model of clinical research requires the drug to be expensive enough to pay for the clinical research.</p> <p>A trial following traditional timelines would likely still be in its early phases. The million people saved would be dead. The steroid would still be on the shelf. The forms would be very well organized.</p> <h2>Cost Per Medical Answer</h2> <ul> <li>RECOVERY: <strong>$50 per patient per answer</strong> (12 treatments, 49,000 patients)</li> <li>Traditional U.S. trials: <strong>$41,000 per patient</strong>, usually testing one treatment</li> <li><strong>820x efficiency gain per medical answer</strong></li> </ul> <p>$41,000 to answer a question the traditional way. $50 to answer it the RECOVERY way. You could answer 820 questions for the price of one. You answer one.</p> <h2>What RECOVERY Proved</h2> <p>Six things that should be tattooed on the foreheads of every FDA bureaucrat:</p> <ol> <li><strong>Decentralization works.</strong> 186 hospitals. Better results than centralized control.</li> <li><strong>Real patients matter.</strong> Traditional U.S. trials exclude the sickest people. RECOVERY included them. Turns out testing drugs on the people who are actually dying produces more useful data about whether the drugs stop people from dying. This should not have been a revelation.</li> <li><strong>Speed saves lives.</strong> 100 days to first result. Traditional: years.</li> <li><strong>Cost is a choice.</strong> The 82x gap is bureaucracy, not capability.</li> <li><strong>Scale is achievable.</strong> 49,000 patients enrolled faster than most U.S. trials enroll 1,000.</li> <li><strong>Simplicity wins.</strong> Three 1-page forms vs. FDA's multi-form protocols.</li> </ol> <h2>Scaling the RECOVERY Model</h2> <p>Apply RECOVERY's approach to all drug development:</p> <ul> <li>Current cost to develop a drug: <strong>$2.2 billion</strong></li> <li>RECOVERY-style cost: <strong>~$27 million</strong></li> <li>Efficiency gain: <strong>82x</strong></li> </ul> <p>That's not a rounding error. That's an entirely different universe of possibility. At $2.2 billion per drug, only diseases that affect enough rich people get cures. At $27 million per drug, you can test treatments for everything. Including the 7,000+ diseases that currently have zero approved treatments, because nobody thought they were profitable enough to bother.</p> <p>You know how to do this 82x more efficiently. Oxford proved it. During a pandemic. While the world was falling apart. The question isn't whether this works. The question is whether you'll scale it or keep spending $41,000 per patient while people die waiting in a queue that's been growing since 1962.</p> <p>The British didn't discover a new technique. They discovered that not wasting money is cheaper than wasting money. Sometimes the breakthrough is just common sense with a budget.</p> <p><a href="https://manual.warondisease.org/knowledge/appendix/recovery-trial.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/military/the-peace-dividend-what-1-percent-fewer-bombs-buys-you/ <h2>What 1% Less Murder Money Buys You</h2> <p>Here's what 1% less murder money buys you. A 1% Treaty Fund gets <strong>$27.2 billion</strong> to subsidize hyper-efficient clinical trials. The world saves <strong>$114 billion</strong> it would have spent rebuilding bombed hospitals, treating shrapnel wounds, and housing refugees. Your lifetime tab for wars in countries you can't find on a map: <strong>$113,551 per person</strong> over 80 years. That's per person. Every person on Earth. Including you. You personally have been billed $113,551 for explosions on the other side of the planet, and nobody sent you an invoice because they knew you'd cancel.</p> <h2>How 1% Less Violence Pays For Everything</h2> <p>Pragmatic clinical trials can be <strong>100x more efficient</strong> than the current system. Two ways you profit from building 1% fewer bombs:</p> <h3>The Captured Money: $27.2 Billion/Year</h3> <p>Your governments spend <strong>$2.718 trillion</strong> yearly on things whose sole purpose is making other things stop existing. Redirect 1%:</p> <p>$2,718B × 0.01 = <strong>$27.2 billion</strong></p> <p>The rounding error on your murder budget.</p> <h3>The Bonus Savings: $114 Billion/Year</h3> <p>Wars cost <strong>$11.4 trillion/year</strong>. Build 1% fewer bombs, fight 1% fewer wars, save $114 billion.</p> <p>$11,400B × 0.01 = <strong>$114 billion</strong></p> <p>Money no longer spent on un-blowing-up hospitals and bridges, removing shrapnel from people you put shrapnel into, housing refugees whose homes you converted into craters, and routing shipping containers around minefields. Your species has an entire industry dedicated to rebuilding things it blew up. You employ people to fill holes that you employed other people to make. On Wishonia, this is used as a children's fable about inefficiency. The children laugh. Then they ask if it's real. Then they stop laughing.</p> <h3>Where the $114 Billion Comes From</h3> <p>Your itemized receipt for violence:</p> <p><strong>Direct costs: $7.7 trillion per year.</strong> Military budgets ($2.718T), infrastructure you blow up and then pay to rebuild ($1.875T), humans you break ($2.446T), and trade routes you keep putting mines in ($616B). Cut 1%: <strong>$77 billion</strong> saved.</p> <p><strong>Indirect costs: $3.7 trillion per year.</strong> The part your accountants pretend doesn't exist. Lost economic growth from pointing engineers at missiles instead of medicine ($2.7T). Veteran healthcare, because the humans you send to war come back needing hospitals ($200B). Refugees, PTSD, environmental damage, lost human capital. Cut 1%: <strong>$37 billion</strong> saved.</p> <p><strong>Total: $11.4 trillion per year on war. 1% less war saves $114 billion.</strong></p> <p>On your planet, this is called "a good deal." On mine, it's called "so obvious that failing to do it constitutes evidence of a cognitive disability."</p> <p>Plus cancer gets cured as a bonus. Almost forgot about that part.</p> <h2>The GDP Multiplier (Or: Why Bombs Are a Terrible Investment)</h2> <p>Spend a dollar on weapons, get 60 cents of economic value. Spend a dollar on healthcare, get $4.30 back. Your species chose weapons. Every time. For centuries. On Wishonia, this would be considered evidence. On Earth, it is considered an anecdote, which is what humans call evidence when they don't want to act on it.</p> <h2>The Elasticity Question</h2> <p>The elasticity parameter asks the only interesting question here: if you cut military spending 1%, do war costs actually drop 1% too? Or do humans, being humans, find a way to keep killing each other at full price?</p> <p>At e = 0.25 (the "humans are barely trainable" scenario), only a quarter of cuts reduce violence. At e = 1.0 (full match, probably generous given your track record), every dollar cut is a dollar of war cost saved.</p> <p>It doesn't matter. Even at e = 0.25, the <strong>$27.2 billion</strong> is treaty-mandated. That money moves regardless of whether you manage to be less violent. It's a bank transfer, not a prayer.</p> <p>Here's why the elasticity is probably better than 1.0: military spending doesn't just respond to threats; it <strong>generates</strong> them. Robert Pape at the University of Chicago found that 95% of suicide terrorist attacks from 1980 to 2003 were responses to foreign military occupation, not ideology. Half the attackers had no religious motivation at all (the leading group was atheist Marxists). Your $8 trillion War on Terror took terrorist attacks from about 1,000 per year to nearly 17,000 by 2014. Bases provoke resistance, resistance justifies bigger budgets, bigger budgets fund more bases. It's a feedback loop. Cut 1% of the bases, you remove 1% of the provocation, which removes more than 1% of the terrorism. It's like discovering that your umbrella was causing the rain.</p> <h2>You've Already Proven This Works</h2> <p>After World War II, America cut military spending <strong>87%</strong> (from $878 billion to $114 billion in today's money) and got the greatest economic boom in human history. 8% GDP growth for a decade, home ownership doubled, the interstate highway system. The Cold War ended, spending dropped by half, and you accidentally invented the internet. Every time your species stops buying explosions, prosperity shows up uninvited. You're asking for 1%. You've proven you can handle 87%.</p> <h2>The Part Where the Math Gets Embarrassing</h2> <p>The guaranteed floor is <strong>$27.2 billion/year</strong>. Direct budget transfer. No elasticity, no assumptions, no hoping humans behave. Just math. The best case is <strong>$114 billion/year</strong> in total societal benefit; the range is wide because, again, your species.</p> <p>Even the pessimistic scenarios stay above roughly $50B annually, which means your "worst case" is still the <strong>largest increase in medical research funding in human history</strong>. For context, the Captured Dividend alone would boost global medical research funding by roughly <strong>40%</strong> over the current $68 billion baseline. You've been spending more on camouflage paint than on curing Alzheimer's. Camouflage paint. To make things invisible. While Alzheimer's makes people invisible and you can't even be bothered to match the budget.</p> <h2>The Trajectory, Not the Snapshot</h2> <p>Skeptics ask whether 1% fewer bombs means exactly 1% fewer wars. This is the wrong question. It's like asking whether the first seed planted produced exactly one tree's worth of shade. The question is what happens when the seeds keep growing.</p> <p>The treaty doesn't stay at 1%. Incentive Alignment Bonds are tradable securities held by rich and powerful people whose income scales directly with treaty expansion. At 1%, bondholder payouts start. At 2%, they double. At 10%, they collect ten times as much. These aren't activists you can ignore at a dinner party. They're investors with Bloomberg terminals, lobbyists, and the same tools your weapons manufacturers currently use to expand military budgets, except pointed at curing diseases.</p> <h3>Two Futures Over 20 Years</h3> <table> <thead> <tr> <th style="text-align:left">Years</th> <th style="text-align:left">Treaty %</th> <th style="text-align:left">Research Funding</th> <th style="text-align:left">War Costs Saved</th> <th style="text-align:left">What Happens</th> </tr> </thead> <tbody> <tr> <td style="text-align:left">1-3</td> <td style="text-align:left">1%</td> <td style="text-align:left">$27.2B/yr</td> <td style="text-align:left">$114B/yr</td> <td style="text-align:left">Treaty passes. Bondholders start lobbying for 2%.</td> </tr> <tr> <td style="text-align:left">4-7</td> <td style="text-align:left">2%</td> <td style="text-align:left">$54.4B/yr</td> <td style="text-align:left">$227B/yr</td> <td style="text-align:left">Politicians discover voters like living.</td> </tr> <tr> <td style="text-align:left">8-12</td> <td style="text-align:left">5%</td> <td style="text-align:left">$136B/yr</td> <td style="text-align:left">$568B/yr</td> <td style="text-align:left">Health lobby rivals defense lobby.</td> </tr> <tr> <td style="text-align:left">13-20</td> <td style="text-align:left">10%</td> <td style="text-align:left">$272B/yr</td> <td style="text-align:left">$1.14T/yr</td> <td style="text-align:left">Defense contractors pivot to health.</td> </tr> </tbody> </table> <p>The difference between the civilization that survived and the one that didn't wasn't intelligence, resources, or goodwill. It was whether the richest people on the planet made more money from expanding the treaty or from letting it die.</p> <p>The 1% Treaty isn't the peace dividend. It's the down payment on a future so nice that your brain is literally incapable of even imagining it currently.</p> <p><a href="https://manual.warondisease.org/knowledge/economics/peace-dividend.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/science/genetic-slavery-your-brain-is-a-museum-of-obsolete-instincts/ <h2>How Hydrogen Learned to Worry (A 13.8 Billion Year Recap)</h2> <p>Thirteen point eight billion years ago, the universe exploded. This was the last time anything interesting happened for about 400 million years. Then hydrogen atoms, which had been drifting around doing nothing (hydrogen is the simplest element because the universe started with low expectations), began clumping together until they got so dense they caught fire. These fires are called "stars." Stars are the universe's first manufacturing process: they take hydrogen, crush it into heavier elements like carbon and oxygen, and then explode, scattering their products across space. The workplace fatality rate is 100%.</p> <p>This went on for about 9 billion years. Then, on one unremarkable rock orbiting one unremarkable star, carbon atoms started doing something unusual. Carbon bonded with hydrogen, oxygen, and nitrogen in arrangements that could do one very specific trick: <strong>copy themselves</strong>.</p> <p>This was the moment everything went wrong.</p> <p>The molecules that were better at copying made more copies. The ones that were worse at copying made fewer. This is the entire plot of the next 4 billion years. It is also the entire plot of your economy, your politics, your wars, and your inability to fund clinical trials. Everything else is a footnote. Including you.</p> <p>Four billion years of copying molecules competing with other copying molecules eventually produced a copying molecule so complicated it could look up at the stars that made it and ask, "Why am I anxious about a meeting tomorrow?" The answer is: because anxiety made your ancestors copy more effectively than calm did. You are a temporary vehicle that copying molecules built to make more copying molecules, and the vehicle has become sentient enough to realize this. Congratulations. You're a meat taxi for chemistry.</p> <h2>Three Brains in a Trench Coat</h2> <p>But the vehicle wasn't built all at once. It was built in layers, like a bad renovation where nobody removed the previous tenants' plumbing.</p> <p>First came the <strong>reptilian brain</strong>: roughly 500 million years old, handling the functions so basic they're barely worth listing (breathe, eat, fight, flee, reproduce). This is the brain you share with lizards. It has no feelings. It has no opinions. It has reflexes. It's still running right now. It's the reason your heart is beating without your permission.</p> <p>Then, about 200 million years ago, mammals evolved the <strong>limbic system</strong> on top of the reptile brain, like building a nursery on top of a weapons depot. This is your emotional brain. It's the reason you bond with your children instead of eating them (a genuine upgrade over the reptilian model). It processes information faster than the part of your brain that thinks, so by the time rational thought shows up, the limbic system has already texted your ex, bought a car, or declared war, and you'll spend the next decade explaining why.</p> <p>Finally, very recently (roughly 2-3 million years ago), the <strong>neocortex</strong> expanded dramatically. This is the part you think of as "you." It handles language, abstract reasoning, and the ability to contemplate your own mortality and then do absolutely nothing about it. It's the thinnest layer, the newest addition, and the most easily overridden. Your neocortex can calculate orbital mechanics. Your limbic system can shut all of that down with a single flush of cortisol because someone looked at you funny. Your reptilian brain can override both of them simultaneously because it heard a loud noise.</p> <p>You are three brains in a trench coat pretending to be one person. The reptile wants to survive. The mammal wants to be loved. The human wants to understand the universe. They take turns driving, none of them have a license, and the reptile has seniority.</p> <h2>The Selfish Gene Made You Illogical (It Was a Good Idea at the Time)</h2> <p>Richard Dawkins put it perfectly: "We are survival machines, robot vehicles blindly programmed to preserve the selfish molecules known as genes."</p> <p>Translation: You're a meat puppet controlled by chemicals whose entire business plan is "make more chemicals before something eats us."</p> <p>Your genes don't care if you're happy. They don't care if you live past 30. They care about exactly one thing: making copies of themselves before something with teeth finds you. This is the entire explanation for human behavior, and every other explanation is a footnote.</p> <p>The mechanism is elegant in its cruelty. Your genes have exactly two tools: <strong>pleasure and pain</strong>. Pleasure is the carrot: eat sugar, feel good, gain calories, survive winter. Pain is the stick: touch fire, feel agony, never touch fire again, keep the meat vehicle intact. Every decision you think you're making freely is actually your genes yanking these two levers like a puppet master who took one management course and learned that rewards and punishments are the only two things that work.</p> <p>For 99.9% of human history, this was brilliant engineering. The tribes that were paranoid, violent, and territorial survived. The ones that were trusting, peaceful, and generous were eaten by the paranoid ones, which is evolution's way of saying "nice guys finish extinct."</p> <h2>Your Brain Was Optimized for a World That Doesn't Exist</h2> <h3>The Violence Module</h3> <p>15-30% of your ancestors died from violence. Not disease. Not starvation. Other humans, smashing their heads with rocks over territorial disputes about berry bushes. You've since upgraded the rocks to intercontinental ballistic missiles, but the berry bush energy remains.</p> <p>The tribes that survived assumed every stranger might want to kill them, struck first when threatened, formed tight combat groups, and hoarded weapons obsessively. Your brain is still running this exact software. That's why you instinctively distrust people who don't look like your tribe, why Twitter arguments feel like actual combat (your amygdala genuinely can't tell the difference), and why countries with thousands of nuclear weapons are worried they don't have enough.</p> <h3>The Tribal Brain</h3> <p>Dunbar's number says humans can maintain stable relationships with about <strong>150 people</strong>. That's your entire social capacity. Your brain has 150 slots for caring about people, and you've filled most of them with coworkers you tolerate and celebrities who don't know you exist.</p> <p>Your brain treats anything outside your 150-person monkeysphere as an abstraction. You care more about your neighbor's barking dog than 10,000 people dying of malaria, because the dog is RIGHT THERE being loud and malaria is just a concept with numbers attached. You'll donate to save one sick child whose face you can see but ignore statistics about millions, because one child has eyes and millions is just a very big number that makes your brain hurt and then change the channel.</p> <p>Democracy asks this brain to make civilization-level decisions. It goes exactly as well as asking a labrador retriever to do your taxes.</p> <h3>The Compassion Gradient</h3> <p>Hamilton's Rule says: help someone if the benefit to them, multiplied by your genetic relatedness, exceeds the cost to you. Your genes don't do universal compassion. They do a cost-benefit analysis based on shared DNA.</p> <p>You'll die for your children, who share 50% of your genes. You'll probably die for your siblings, depending on which sibling. You'd lend money to your cousins, reluctantly. You'd change the channel to avoid thinking about strangers. And other species? You'd eat them.</p> <p>You will spend $50 on a birthday present your cousin doesn't want while $5 worth of mosquito bed nets would prevent a child's death from malaria in sub-Saharan Africa. Your genes would rather waste ten times the resources on a relative than save a stranger.</p> <p>You have pet supply stores that sell Halloween costumes for dogs while 700 million humans lack clean water. You spend more on birthday cards for people you're obligated to pretend to like than on preventing the deaths of people you've never met. And here's the part that should alarm you: this feels completely normal. That's the gradient working.</p> <h3>Your Brain Is a Museum of Obsolete Instincts</h3> <p>Almost every universal human behavior that seems irrational is perfectly rational—just for an environment that hasn't existed for 10,000 years:</p> <ul> <li>You <strong>fear public speaking more than death</strong> because social rejection in a tribe of 150 meant exile, and exile meant dying alone in the dark with things that had teeth.</li> <li>You <strong>crave sugar and fat</strong> with an intensity that feels like need because for 200,000 years it basically was need. Now sugar is in everything and your species has an obesity epidemic that kills more people than war.</li> <li>You experience <strong>loss aversion</strong> (losing $100 hurts twice as much as gaining $100 feels good) because in the ancestral environment, losing your food meant death.</li> <li>You <strong>gossip compulsively</strong> because monitoring social dynamics in a tribe of 150 was survival-critical intelligence. That instinct built a $100 billion entertainment industry dedicated to tracking the social dynamics of people you've never met and never will.</li> </ul> <p>Your brain is running 200,000-year-old software on modern hardware. It's like discovering your nuclear power plant is being managed by a very confident squirrel.</p> <h2>Genetic Slavery Is Literally Killing You</h2> <p>Your conscious mind controls maybe <strong>5%</strong> of your decisions. The other 95% is your ancient lizard brain running software older than agriculture. You think you're the pilot. You're actually a passenger who occasionally gets to suggest a direction.</p> <p>This scales to civilization. Your brain's fear center is directly connected to your voting finger. Politicians know this. Say "terrorism" and your lizard brain overrides everything. More people die from falling out of bed than terrorism. You're <strong>35,000 times</strong> more likely to die from heart disease. But terrorism <em>feels</em> scarier, because evolution optimized your fear response for things with faces, not things with cholesterol. A man with a gun activates every alarm your brain has. A cheeseburger activates your reward center. The cheeseburger is statistically more dangerous than the man, but your brain doesn't do statistics. Your brain does vibes. Your entire civilization is governed by vibes.</p> <p>That's why you spent $2.7 trillion on weapons while cancer research got pocket change. Your bed is more dangerous than Al-Qaeda, but nobody's declared a War on Furniture.</p> <h2>Breaking the Chains</h2> <p>You can't change human nature. Two hundred thousand years of evolution doesn't care about your TED talk. But you can <strong>create economic systems that make curing people more profitable than killing them</strong>. That's the only upgrade your species has ever responded to.</p> <p>Here's the good news that none of your philosophers seem to have noticed: this is a solvable engineering problem. If you've ever been anesthetized, you've already experienced proof of concept. A chemical entered your bloodstream and your entire experience of pain, fear, and consciousness switched off like a light. Your genes' control over you is not metaphysical. It's chemistry. And chemistry can be rewritten.</p> <p>The same biotechnology that could cure your diseases could, eventually, liberate you from the neurochemical puppet strings that make you irrational in the first place. CRISPR can rewrite the instructions your cells follow. Psychedelics are dissolving decades of calcified thought patterns in a single afternoon. Brain-computer interfaces are routing around damaged circuits entirely.</p> <p>The endgame isn't making humans obedient. It's making humans <strong>free</strong>. For the first time in 200,000 years, you could actually choose what you value instead of having a Pleistocene survival algorithm choose for you.</p> <p>A 1% Treaty doesn't ask you to be better. It assumes you won't be, and redirects your worst impulses toward not dying. Greed: make curing disease more profitable than building bombs. Fear: make politicians more scared of voters than lobbyists. Tribalism: create an us-vs-disease tribe instead of us-vs-them. Each of these is a hack that redirects an ancient instinct toward a modern goal. None of them require humans to be better. All of them require humans to be exactly as selfish, fearful, and tribal as they already are.</p> <p>Your genes enslaved you in brains that fear strangers and cannot comprehend statistics. But they also gave you the ability to see the prison. No other animal can think: "Wow, my instincts are completely illogical." That's uniquely human. Use it.</p> <p><a href="https://manual.warondisease.org/knowledge/problem/genetic-slavery.html">Read the full analysis →</a></p> 2026-03-21T00:00:00.000Z https://thinkbynumbers.org/science/you-are-a-meat-robot-why-death-is-a-technical-problem/ <h2>Your Body Is a Machine (Not "Like" a Machine)</h2> <p>Your body is a machine. Not "like" a machine. A machine. Blueprint: DNA. Moving parts: organs. Fuel: whatever you ate for lunch (usually something beige). Owner's manual: your genome, which you only discovered 20 years ago, in a drawer you hadn't opened for 200,000 years. Before that you were just shaking it and hoping. This is called "medicine."</p> <p>Your DNA is a program written 3.8 billion years ago by a process with no quality assurance team, no project manager, and no version control. It has never been debugged. It has never been patched. It contains code from organisms that went extinct 500 million years ago. You are running legacy software that predates multicellular life, and you are surprised when it crashes. That's like being surprised when a 3.8-billion-year-old car breaks down. The surprising part is that it starts.</p> <h2>Death Is a Technical Problem</h2> <p>Every religion and philosopher has sold you the same story: death is natural, inevitable, and meaningful. Very comforting. Also wrong.</p> <p>Death is what happens when your parts break faster than your body can fix them. That's not philosophy. That's a maintenance schedule. Every disease is a mechanical failure. Every ailment is a broken part. Every slow decline into decrepitude is an engineering problem with an engineering solution. You just keep filing them under "philosophy" and "the human condition," which is like filing a flat tire under "existentialism."</p> <p>You've spent 200,000 years writing poetry about death. You could have spent it building a wrench. You did eventually build the wrench. Then you wrote poetry about the wrench.</p> <h2>You Are a Self-Repairing Meat Robot</h2> <p>Your DNA is 3 billion letters of code. Not "like" code. It <em>is</em> code. You learned to read it (the Human Genome Project) and you're learning to edit it (CRISPR). You are mechanics who finally found the service manual under the seat. The service manual is written in a language you only partially understand, in a font that's 3.8 billion years old. But still. Progress.</p> <p>Every day, your body runs a maintenance routine that would make a German car engineer weep with joy and then immediately resign out of inadequacy:</p> <ul> <li>You replace <strong>330 billion cells daily</strong>. That's 330 billion. With a B. Every day you throw away more cells than there are stars in the Milky Way and grow new ones before lunch.</li> <li>You repair <strong>10,000 DNA damage events in every cell, every day</strong>. You have 37 trillion cells. That's <strong>370 quadrillion repairs per day</strong>, performed by molecules that have never been to medical school.</li> <li>You rebuild your <strong>entire skeleton every 10 years</strong>. You are not the same skeleton you were a decade ago. You are a ship of Theseus made of calcium and poor decisions.</li> </ul> <p>You are not a static object. You are a pattern that persists while matter flows through you. Like a river, except the river is meat and it's arguing with its insurance company. Aging is what happens when the river starts cutting corners on its own maintenance.</p> <h2>You've Already Started Fixing the Machine</h2> <h3>Exhibit A: You Can Grow New Parts</h3> <p>A kid in Michigan has a <strong>3D-printed windpipe</strong> keeping him alive. You print custom titanium skulls and jaws. You grow bladders and blood vessels in labs and install them in humans. Like replacement parts. For people. From a printer.</p> <p>The same technology you use to print novelty phone cases, you're using to print throats. You are manufacturing replacement human organs on the same type of machine that makes Yoda figurines. If that doesn't prove you're a machine, I'm not sure what level of evidence you require. Perhaps someone could print you a new brain so you can process it.</p> <h3>Exhibit B: You Can Reprogram Your Cells</h3> <p>In 2006, Shinya Yamanaka figured out how to turn adult cells back into stem cells. Any cell. From anywhere in your body. Back to factory settings. Like holding down the reset button, except on a skin cell. And it works.</p> <p>This means:</p> <ul> <li>Your skin cell can become a heart cell</li> <li>Your blood cell can become a brain cell</li> <li>Any cell can become any other cell</li> </ul> <p>It's like discovering every part of your car can transform into any other part. Need a new transmission? Just reprogram your floor mat. Need a new engine? Your cup holder has been an engine this entire time. It just forgot.</p> <p>You won a Nobel Prize for proving that your cells have no idea what they are and can be talked into being something else. This is the most important discovery in the history of medicine. You celebrated by going back to mostly not using it.</p> <h3>Exhibit C: You're Debugging Your Code</h3> <p>Gene therapy is literally finding typos in your DNA and correcting them:</p> <ul> <li><strong>Luxturna</strong> (2017): Fixes blindness caused by a mutated RPE65 gene. One injection. Sight restored. The entire disease was a typo. One letter wrong, and you couldn't see. They fixed the letter.</li> <li><strong>Zolgensma</strong> (2019): Fixes spinal muscular atrophy. Babies who would die before age 2 now walk. The disease was a spelling error in one gene. You corrected the spelling. The baby walks. That's the whole story.</li> <li><strong>CAR-T therapy</strong> (2017): Reprograms your immune system to hunt cancer. Complete remission in "incurable" cases. You taught your white blood cells to be assassins. They were already assassins, technically, but now they're assassins with a target.</li> </ul> <p>You're not treating symptoms anymore. You're fixing the actual code. That's like going from "the car makes a weird noise, turn up the radio" to "the car makes a weird noise, let me look at the engine." It only took you 200,000 years to try the second approach.</p> <h2>The Car Restoration Analogy</h2> <p>Think of your body as a 1987 Honda Civic with 3.8 billion miles on it. You already know how to fix most of the parts:</p> <ul> <li><strong>Joints:</strong> Like worn brake pads. You pop them out and put new ones in. You've been doing this since the 1960s. It's boring now. Boring is good. Boring means you solved it.</li> <li><strong>Arteries:</strong> Like clogged fuel lines. You shove a tiny metal tube (a "stent") in there and call it fixed. This works surprisingly well for something that sounds like plumbing.</li> <li><strong>Hearts:</strong> Like a dead battery. You take one from another car (a car that no longer needs it, for reasons) and put it in yours. This is called a "transplant," which is a polite word for organ recycling.</li> </ul> <p>You're making progress on the harder stuff, too. Cancer is frame damage, and immunotherapy is your new welding torch. Alzheimer's is a bad transmission, and you're finally starting to understand the gears.</p> <p>The point is: nobody looks at a broken car and says, "Well, that's just the car's journey. The car lived a good life. We should accept the car's natural transition into rust." You call a mechanic. You are a car. Call a mechanic. Fund the mechanic. The mechanic is medical research and you are paying the mechanic almost nothing while spending your money on missiles, which are not a car repair tool even in the loosest interpretation of the word "repair."</p> <h2>The Proof That Aging Is Reversible</h2> <h3>Nature Already Does It</h3> <p>If aging were a law of physics, these animals would be illegal:</p> <ul> <li><strong>Planarian worms</strong>: Cut one in half, get two worms. Both younger than the original. It's like cutting your car in half and getting two newer cars. This is obviously impossible, except it happens every day in labs worldwide.</li> <li><strong>Naked mole rats</strong>: Live 10x longer than similar-sized mammals. Don't get cancer. They look like a thumb that's been left in the bath too long, but they've solved cancer. You have not.</li> <li><strong>Bowhead whales</strong>: Live 200+ years with no signs of age-related disease. A whale born when Napoleon was alive is still swimming around right now, perfectly healthy, probably judging you.</li> <li><strong>Hydra</strong>: Biologically immortal. A tiny freshwater polyp with no brain has cracked the code to eternal life. You have a brain. You have not cracked the code. Draw your own conclusions.</li> </ul> <p>Nature solved aging. Multiple times. In multiple species. Using multiple strategies. You just need to steal the answer, which should be easy because you've stolen everything else. You've had empires. You stole entire continents. Surely you can steal a jellyfish's homework.</p> <h3>You've Already Reversed Aging (In Mice... and Human Cells)</h3> <p>You've done it:</p> <ul> <li><strong>Significant lifespan extension</strong> in aged mice using Yamanaka factors</li> <li><strong>30-year epigenetic age reversal</strong> in human skin cells</li> <li><strong>Vision restored</strong> in blind mice; not slowed, <em>reversed</em></li> </ul> <p>You made old mice young again. You made old human cells young again. You made blind mice see again (which, if you think about it, means the nursery rhyme is now a research paper). The farmer's wife is going to be furious.</p> <p>The mechanisms are understood. The techniques exist. You've demonstrated them in living organisms. This is not theoretical. This is not science fiction. This is science fact that you proved, published, won prizes for, and then filed under "interesting" before going back to building submarines.</p> <p>You're not waiting for a breakthrough. You're waiting for funding. Which is like having the cure for death in your pocket and not using it because you can't find exact change.</p> <p><a href="https://manual.warondisease.org/knowledge/proof/body-as-repairable-machine.html">Read the full analysis →</a></p> 2026-03-08T00:00:00.000Z https://thinkbynumbers.org/democracy/optimal-policy-generator-copy-pasting-good-governance/ <h2>The World's Largest Experiment (That Nobody's Looked At)</h2> <p>There are about 200 countries, 50 US states, and millions of cities on Earth. Each one has been making policy decisions for decades, sometimes centuries. They've been passing laws, setting tax rates, funding programmes, regulating industries, and occasionally invading each other. The results of all of these decisions are meticulously recorded in economic statistics, health data, and the general mood of people in pubs.</p> <p>This is, collectively, the largest natural experiment in human history—<strong>46,000+ country-years</strong> of data and <strong>3,500+ US state-years</strong> of policy variation. And we have, until now, largely ignored it in favour of arguing about policy based on vibes, ideology, and whatever the last person on the television said.</p> <p>The Optimal Policy Generator proposes looking at the data instead. Radical.</p> <h2>How It Works: Four Methods That Sound Complicated But Aren't</h2> <p>The OPG uses four quasi-experimental techniques, which I will now explain using metaphors because the actual maths would make your eyes glaze over:</p> <p><strong>Synthetic Control</strong> (Confidence: 0.85): "What would Kansas look like if it hadn't cut taxes?" You build a synthetic Kansas out of bits of other states that were similar to Kansas before the tax cut, and then compare. It's like having a control group, except the control group is assembled from spare parts.</p> <p><strong>Difference-in-Differences</strong> (Confidence: 0.80): "Did the states that raised the minimum wage do better than the ones that didn't?" Compare the change in outcome in treated states versus untreated states. It's the statistical version of "which twin wore it better?"</p> <p><strong>Regression Discontinuity</strong> (Confidence: 0.90): "What happens right at the threshold?" If a programme kicks in at age 65, compare people who are 64 years and 11 months old to people who are 65 years and 1 month old. They're basically identical except one gets the programme. It's nature's randomised controlled trial, and it's free.</p> <p><strong>Event Study</strong> (Confidence: 0.75): "What happened before and after the policy changed?" Track outcomes over time and look for the moment things got better or worse. It's like watching someone's dating profile photos in chronological order—you can usually spot when things went wrong.</p> <h2>What It Optimises For</h2> <p>Two things, weighted equally:</p> <ol> <li><strong>Real after-tax median income growth</strong> (how much richer are normal people getting?)</li> <li><strong>Median healthy life years</strong> (how long do normal people live in good health?)</li> </ol> <p>Not GDP growth, which can go up while regular people get poorer. Not total wealth, which can increase while being concentrated in three people. Median income and healthy life years—the things that matter to the person in the middle, who is by definition the most representative person in the country.</p> <h2>Four Types of Recommendations</h2> <p>The OPG generates four kinds of advice, like a very well-informed friend who happens to have read 46,000 country-years of data:</p> <ul> <li><strong>ENACT</strong>: "You should try this—it works everywhere else"</li> <li><strong>REPLACE</strong>: "You're doing this wrong—here's how to do it right"</li> <li><strong>REPEAL</strong>: "This is making things worse—stop doing it"</li> <li><strong>MAINTAIN</strong>: "This is working—keep doing it (for once)"</li> </ul> <p>Each recommendation includes expected effects on both metrics, a confidence grade (A through F), and a list of blocking factors like "constitutional constraints" or "the senator from Iowa won't allow it."</p> <h2>The Evidence Grading System</h2> <p>Not all evidence is created equal. The OPG grades recommendations like a school report:</p> <ul> <li><strong>Grade A</strong> (PIS ≥ 0.80): Strong evidence from 5+ jurisdictions with low variation. "This definitely works."</li> <li><strong>Grade B</strong> (PIS ≥ 0.60): Good evidence from 3+ jurisdictions. "This probably works."</li> <li><strong>Grade C</strong> (PIS ≥ 0.40): Moderate evidence from 2+ jurisdictions. "This might work."</li> <li><strong>Grade D</strong> (PIS ≥ 0.20): Weak evidence. "Somebody said this works."</li> <li><strong>Grade F</strong> (PIS < 0.20): Insufficient evidence. "We have no idea."</li> </ul> <p>Currently, most policy is made at Grade D or F. Politicians routinely implement sweeping changes based on ideology, donor preferences, or something they heard on a podcast. The OPG suggests that maybe—just maybe—we should check whether the policy has ever worked anywhere before inflicting it on millions of people.</p> <h2>Context Adjustment (Because Kansas Is Not Norway)</h2> <p>What works in Norway might not work in Kansas, because Norway and Kansas are different places with different demographics, existing policies, institutional capacities, and cultural norms. The OPG adjusts for this. A policy that produced great results in a country with high social trust might produce different results in a country where half the population thinks the other half is trying to destroy civilization.</p> <p>This is called "context adjustment," and it's the difference between saying "eat what the thin person eats" and "eat what a person with your exact metabolism, activity level, and food allergies should eat." The second one is more useful but requires more data. Fortunately, we have 46,000 country-years of it.</p> <h2>The Honest Bit</h2> <p>The paper explicitly notes that this framework is <strong>unvalidated</strong>. It hasn't been tested retrospectively to see whether its recommendations would have produced better outcomes. It's a "theoretically-motivated approach," not a proven predictive tool. This is refreshingly honest for an academic paper, like a restaurant that says "we think this is good but honestly we haven't tasted it yet."</p> <p>Projected impact: <strong>5-15% potential GDP gains</strong> for typical US states, with a 90% confidence interval of 2-25%. Even at the bottom of the range, that's a lot of money for the cost of reading a spreadsheet.</p> <p><a href="https://opg.warondisease.org">Read the full analysis →</a></p> 2026-03-08T00:00:00.000Z https://thinkbynumbers.org/democracy/optimocracy-letting-data-run-the-country/ <h2>The Radical Idea of Looking at What Works</h2> <p>Every year, thousands of governments around the world make different policy decisions. Kansas cuts education; Minnesota increases it. Portugal decriminalises drugs; the Philippines wages war on them. Norway invests its oil revenue; Nigeria doesn't. These aren't thought experiments—they're real, running, measurable experiments happening constantly across every jurisdiction on Earth.</p> <p>Optimocracy proposes an idea so obvious that it's genuinely astonishing nobody's implemented it: <strong>look at which policies produced the best outcomes, and then do those ones</strong>.</p> <p>I know. Groundbreaking.</p> <h2>The Cross-Jurisdictional Cheat Sheet</h2> <p>When Kansas cut its education budget and Minnesota increased theirs, we didn't need to run a randomised controlled trial to find out what happened. We just needed to wait and measure. Did Kansas get richer? Did Minnesota get healthier? The data exists. It's been sitting there for decades, like a cheat sheet that everyone's too proud to look at.</p> <p>The approach uses quasi-experimental methods—synthetic control, difference-in-differences, regression discontinuity—which are fancy statistical techniques for answering the question "what would have happened if they'd done the other thing?" It's like a choose-your-own-adventure book, except instead of being eaten by a dragon, the bad ending is that your citizens die six years earlier than the Swiss.</p> <p>Speaking of which: the United States spends <strong>3 percentage points more of GDP</strong> on government than Switzerland, and yet Americans live <strong>6.5 fewer years</strong>. They pay more, get less, and die sooner. If this were a product review, it would be one star.</p> <h2>The Three Functions of Optimocracy</h2> <p><strong>1. Recommend</strong>: Before every major vote, publish evidence-based guidance. "The data suggests that increasing pragmatic clinical trial funding has a 637:1 benefit-cost ratio. The data also suggests that building another aircraft carrier has a 0.7:1 ratio. Just thought you'd like to know."</p> <p><strong>2. Track</strong>: Record how each politician voted relative to the recommendations, and publish the results. Publicly. This is not complicated—it's a spreadsheet. Democracy managed to survive the invention of the printing press; it can probably survive the invention of the scorecard.</p> <p><strong>3. Reward</strong>: A SuperPAC funds candidates who follow the evidence and opposes those who don't. Money flows where the alignment gaps are largest and the races are winnable—close races with 40-point alignment gaps get priority over safe seats where the result is predetermined.</p> <h2>Why Information Alone Doesn't Work</h2> <p>You might think that if politicians just <em>knew</em> what the data said, they'd do the right thing. This is adorable. Politicians know perfectly well what the data says. They also know that following the data doesn't get you re-elected, doesn't attract campaign donations, and doesn't get you a cushy lobbying job after you leave office.</p> <p>The insight of Optimocracy is that you need to change the incentive structure, not the information. Make ignoring evidence <em>expensive</em>. Make following it <em>profitable</em>. Politicians optimise for re-election, campaign contributions, and post-office prospects. Fine. Make all three of those things correlate with good policy, and watch as politicians suddenly discover their deep personal commitment to evidence-based governance.</p> <h2>The Scale of the Problem</h2> <p>The Political Dysfunction Tax—the gap between current and optimal governance—costs <strong>$4.9 trillion annually</strong> in the US alone (17% of GDP). Globally, it's <strong>$101 trillion per year</strong>, which is 88% of current GDP. We are leaving almost as much wealth on the table as we're actually producing.</p> <p>Regulatory accumulation alone may have reduced GDP by <strong>3.5x since 1949</strong>. That means the economy could be three and a half times larger if the government had simply stopped adding regulations at some point in the last seventy years. Not removed all regulations—just stopped adding new ones after a certain point. The equivalent of saying "actually, I think this filing cabinet is full enough."</p> <h2>Why It's Not Central Planning</h2> <p>The Soviet Union also thought it could optimise the economy from the centre. It was wrong, spectacularly, in a way that involved bread queues and the collapse of a superpower. Optimocracy avoids this by never designing anything from first principles. Instead, it learns from thousands of <em>existing</em> natural experiments.</p> <p>It's the difference between trying to design the perfect recipe in a laboratory and simply going to the restaurant with the best Yelp reviews. You don't need to understand the chemistry of soufflé. You just need to notice that the French make better ones than the Americans, and then ask the French what they're doing differently.</p> <p>The verification architecture uses five independent data sources reporting median income and healthy life years. Taking the median across all five makes coordinated corruption exponentially harder than current lobbying capture. You'd need to corrupt the Census Bureau, the Federal Reserve, the Bureau of Labor Statistics, and two academic institutions simultaneously, which is a lot harder than just taking a senator to lunch.</p> <p><a href="https://optimocracy.warondisease.org">Read the full analysis →</a></p> 2026-03-08T00:00:00.000Z https://thinkbynumbers.org/democracy/wishocracy-what-if-politicians-had-to-do-what-we-actually-want/ <h2>Democracy, But Make It Actually Work</h2> <p>Democracy is a system where the people choose their leaders, and then the leaders do whatever they were going to do anyway. Studies show that voter preferences have a "near-zero correlation" with actual policy outcomes, while elite preferences predict policy almost perfectly. It's like a restaurant where you order fish and chips and the waiter brings you whatever the chef felt like making, which is always caviar for the table next to yours.</p> <p>Wishocracy proposes fixing this with something called <strong>RAPPA</strong>—Randomized Aggregated Pairwise Preference Allocation. It sounds like a Japanese appetizer, but it's actually a way of finding out what people want by asking them, and then doing it. Revolutionary stuff.</p> <h2>The Problem with Voting</h2> <p>Current voting is binary. You get one tick, one box, one chance to express the full complexity of your political preferences. It's like being asked to describe the entire Mona Lisa using only the word "yes" or "no." "Is it... good?" "Yes." "Great, we'll go with that."</p> <p>This means that someone who <em>mildly</em> prefers candidate A over candidate B has exactly the same electoral impact as someone who would literally throw themselves in front of a bus for candidate A. The system can't tell the difference between "I suppose" and "I would die for this," which is quite a significant design flaw.</p> <h2>How RAPPA Works</h2> <p>Instead of voting for candidates, citizens answer simple questions like: "Here's £100. How would you split it between cancer research and military spending?"</p> <p>That's it. No manifestos, no attack ads, no trying to figure out which of the 847 things a politician promised they'll actually do. Just a slider, a pair of options, and your honest gut reaction.</p> <p>Each person gets about <strong>20 of these comparisons</strong>, randomly assigned from a big list of priorities. You don't need to rank everything—you just need to compare two things at a time, which is something human brains are actually good at. We can easily say "I'd rather have clean water than a slightly faster tank." We're less good at ranking 200 policy priorities simultaneously, which is why we currently don't, and which is why defence gets $886 billion while the NIH gets $47 billion.</p> <p>The maths aggregates everyone's responses using something called a geometric mean and eigenvector synthesis, which are words I'm going to pretend I understand and you should probably pretend too. The point is: millions of simple comparisons converge into a stable picture of what people actually want.</p> <h2>What People Actually Want (Spoiler: Not This)</h2> <p>When researchers actually ask people to allocate resources between medical research and military spending, citizens assign a <strong>45:1 benefit-cost ratio</strong> to medical research versus <strong>0.7:1</strong> for military spending. People think medicine is about 64 times more valuable than missiles.</p> <p>And yet. Military spending: <strong>$886 billion</strong>. NIH: <strong>$47 billion</strong>. That's a 19:1 ratio in favour of the thing people think is 64 times less valuable. It's as if you told your financial advisor you wanted to invest in renewable energy and they put everything in a coal mine and then charged you a management fee.</p> <h2>Evidence This Works: Porto Alegre</h2> <p>In Porto Alegre, Brazil, they tried participatory budgeting—letting citizens actually decide where the money goes. Participation grew from fewer than 1,000 to over <strong>40,000 people</strong> per year. And the results? Sewer connections went from <strong>75% to 98%</strong>. It turns out that when you ask people what they want, they say "toilets that work" rather than "a new statue of the mayor."</p> <p>This is somehow a controversial finding.</p> <h2>Why It's Pairs, Not Lists</h2> <p>Humans can reliably compare 2 things. We cannot reliably compare 7 or more things simultaneously—this is well-established cognitive science. Try ranking your top 10 films in order. Now try deciding whether Jurassic Park is better than The Shawshank Redemption. See? The second one took about two seconds. The first one would take you the rest of your life and you'd change your mind halfway through.</p> <p>RAPPA works with the brain instead of against it. Each comparison takes seconds. The slider captures intensity—a 90:10 split means you <em>really</em> care; a 55:45 split means you're a bit ambivalent. This information currently gets completely lost in elections where "I suppose" and "over my dead body" look exactly the same on a ballot.</p> <h2>The Accountability Bit</h2> <p>Here's where it gets interesting. Once you know what people actually want—expressed in precise, quantifiable, comparable terms—you can measure how well politicians deliver it. You can literally score each legislator on how closely their voting record matches citizen preferences, and then publish the scores.</p> <p>Politicians would be assessed the way we assess everything else: by whether they did the job they were hired to do. Which, come to think of it, is how employment works everywhere except government.</p> <p>Stanford research found that voters showed "strong intuition for proportional representation" when given slider and ranking methods. People <em>can</em> express sophisticated preferences. They just haven't been asked. It's like complaining that nobody RSVPs to your party when you never sent the invitations.</p> <p><a href="https://wishocracy.warondisease.org">Read the full analysis →</a></p> 2026-03-08T00:00:00.000Z https://thinkbynumbers.org/economics/incentive-alignment-bonds-making-greed-save-lives/ <h2>Legal Bribery: A User's Guide</h2> <p>There is a popular belief that you can't put a price on human life. Economists disagree. They put a price on everything. Your life, statistically speaking, is worth about $13.7 million according to the Department of Transportation, which arrived at this number in the process of deciding how much to spend on road safety. It's oddly comforting to know that a government department has carefully calculated your exact worth, in the same way that it's comforting when the butcher weighs your steak.</p> <p>Incentive Alignment Bonds—or IABs—start from a refreshingly honest premise: politicians don't do the right thing because it's right. They do things because it's profitable. So what if we made the right thing profitable?</p> <h2>The Three-Layer Architecture of Legal Corruption</h2> <p>IABs work in three elegant stages, like a heist film where the thing being stolen is better governance.</p> <p><strong>Layer 1 — The Score</strong>: Politicians receive "Public Good Scores" based on their voting records. Vote for evidence-based medicine? Points. Vote for another aircraft carrier nobody asked for? No points. It's like a loyalty card for not being terrible.</p> <p><strong>Layer 2 — The Campaign</strong>: Independent expenditure campaigns (basically Super PACs) pour money into supporting high-scoring politicians and opposing low-scorers. This is already legal. It happens now. The only difference is that instead of the money coming from fossil fuel companies who want to burn the planet, it comes from investors who want to save it.</p> <p><strong>Layer 3 — The Afterlife</strong>: High-scoring politicians, upon leaving office, gain access to lucrative fellowships and board positions paying <strong>$300,000-$500,000+ annually</strong>. Because it turns out that the promise of a cushy retirement is worth more to a politician than the promise of a better world, and we might as well work with that rather than against it.</p> <h2>The Maths of Saving the World</h2> <p>Here's where it gets indecent. Global household wealth is approximately <strong>$454 trillion</strong>. The concentrated opposition—weapons manufacturers, pharmaceutical monopolists, fossil fuel companies, all the usual suspects—controls about <strong>$5 trillion</strong>. That's a <strong>90:1 ratio</strong> in favour of the people who would benefit from better governance.</p> <p>The reason the $5 trillion side keeps winning isn't because they have more money. It's because they're <em>organized</em>. A weapons manufacturer will spend $50 million lobbying for one contract. Eight billion humans who would benefit from peace won't spend anything, because no individual's contribution makes a difference, and also because they're busy trying to pay rent.</p> <p>IABs solve this coordination problem by turning it into an investment. You don't donate to save the world—you <em>invest</em> to save the world, and you get paid back. With interest.</p> <h2>The Returns Are Frankly Suspicious</h2> <p>The expected first-year return on investment is <strong>272%</strong> from a hypothetical global health treaty. The mechanism: invest about $1 billion in passing a treaty that redirects $27.2 billion annually from military to medical research. Bondholders get 10% of the redirected funds—<strong>$2.72 billion per year</strong>, in perpetuity.</p> <p>For context, the stock market returns about 10% per year on a good day. IABs return 272% in year one and then keep paying forever. If this were a Ponzi scheme, it would be the most obvious one in history. But it's not a Ponzi scheme. It's just that saving human lives is really, really, really valuable, and we've been pricing it at zero.</p> <h2>Why This Hasn't Happened Yet</h2> <p>The same reason you haven't reorganized your kitchen even though you know exactly where everything should go: nobody wants to be the one to start, and everyone assumes someone else will do it. In economics, this is called a "collective action problem." In everyday life, it's called "being human."</p> <p>The feasibility threshold is about <strong>$5-20 million</strong> per pivotal legislator vote, depending on how much the opposition cares. Low-opposition domains like pandemic preparedness cost $1-3 million per vote. High-opposition domains like military reallocation cost $10-20 million per vote. These are remarkably small numbers when you consider that the alternative is several million people dying per year.</p> <p>If Jeff Bezos donated 0.1% of his net worth, he could buy enough legislative votes to redirect $27.2 billion per year into medical research, saving roughly 10.7 billion lives over the long term, and getting a 272% return on his investment. The fact that nobody has done this yet is either evidence of irrationality, ignorance, or the possibility that Jeff Bezos hasn't read this article. Someone should send it to him.</p> <h2>The Beautiful Cynicism of It All</h2> <p>The genius of IABs is that they don't require anyone to be good. They don't require voters to be informed, politicians to be virtuous, or corporations to be altruistic. They just require people to be greedy, which is the one thing we can absolutely count on.</p> <p>It's capitalism, but pointed at a useful target for once. Like a guided missile, except instead of destroying a building it destroys the incentive structure that prevents your government from curing cancer.</p> <p><a href="https://iab.warondisease.org">Read the full analysis →</a></p> 2026-03-08T00:00:00.000Z https://thinkbynumbers.org/government-spending/the-political-dysfunction-tax-101-trillion-reasons-to-be-annoyed/ <h2>You Are Paying $50,500 a Year for Bad Government (Per Household)</h2> <p>There is an invisible tax that nobody voted for, nobody collects, and nobody benefits from. It's not on your pay slip, it's not in the budget, and no politician has ever run on a platform of increasing it. And yet it costs every four-person household approximately <strong>$50,500 per year</strong>.</p> <p>This is the Political Dysfunction Tax—the gap between what civilization <em>could</em> produce if governance was halfway competent, and what it actually produces given that it isn't. It's the difference between the car we're driving and the car we could be driving if someone hadn't filled the engine with jam.</p> <h2>The Global Efficiency Score</h2> <p>After totalling up all the waste, missed opportunities, and bureaucratic entropy, the analysis arrives at a Global Governance Efficiency Score of <strong>51.9%</strong>. Humanity is operating at roughly half its potential. We are, in economic terms, a student who could have been a surgeon but somehow ended up working in a call centre because nobody told them about the exam.</p> <p>The theoretical maximum welfare—what we <em>could</em> produce—is about <strong>$210 trillion</strong>. We produce about $109 trillion after waste. The difference is $101 trillion per year, every year, forever, until we either fix it or go extinct, which at this rate might be a coin flip.</p> <h2>Where the $101 Trillion Goes (or Rather, Doesn't)</h2> <h3>Health Innovation Delays: $34 Trillion</h3> <p>We're sitting on cures worth approximately $34 trillion per year and not developing them because the regulatory system was designed during an era when doctors still recommended cigarettes. The shift from expensive randomized controlled trials ($50,000 per patient) to pragmatic trials ($500 per patient) represents a 100x efficiency gain that nobody is implementing, presumably because it would work.</p> <h3>Migration Restrictions: $57 Trillion</h3> <p>Economist Michael Clemens calculated that removing barriers to labour mobility would increase global GDP by 50-150%. Currently, <strong>$57 trillion in economic output</strong> disappears every year because someone born in Lagos isn't allowed to work in London. It's the largest single distortion in the global economy, and it persists because the people making the rules aren't the ones stuck behind the border.</p> <h3>Lead Poisoning: $6 Trillion</h3> <p>Global lead exposure kills 5.5 million people prematurely and destroys <strong>765 million IQ points</strong> per year. Seven hundred and sixty-five million IQ points. That's enough collective brainpower to solve most of the other problems on this list, except it's been dissolved by lead pipes that we know how to replace but somehow haven't gotten around to.</p> <h3>Underfunded Science: $4 Trillion</h3> <p>We are leaving approximately $4 trillion on the table by not funding research that would pay for itself many times over. It's like refusing to buy a lottery ticket that you already know is a winner because you're too busy buying lottery tickets that definitely aren't.</p> <h2>The Waste Ledger (Money We Actually Burn)</h2> <p>On top of the missed opportunities, there's about <strong>$3.03 trillion</strong> in money that's actively being wasted:</p> <ul> <li><strong>Healthcare admin excess</strong>: $500 billion—America spends 15-30% more on healthcare paperwork than efficient systems</li> <li><strong>Tax compliance costs</strong>: $546 billion—Americans spend <strong>7.9 billion hours</strong> per year calculating their taxes, which is more time than it took to build the Great Wall of China, and roughly as useful</li> <li><strong>Regulatory red tape</strong>: $580 billion in procedural friction with no safety benefit, like a seatbelt made of paper</li> <li><strong>Fossil fuel subsidies</strong>: $1.3 trillion globally—we are literally paying to make the climate worse</li> <li><strong>Military overspend</strong>: $615 billion per year above what's needed for actual defence, compounding to <strong>$58.1 trillion</strong> in lost wealth over 30 years</li> <li><strong>Mass incarceration</strong>: $89 billion in direct costs plus $111 billion in lost wages plus $215 billion in intergenerational earnings damage, for a system that doesn't actually reduce crime</li> </ul> <h2>The Per-Person Implications</h2> <p>Under the current trajectory of 2.5% growth, the average person will earn about <strong>$20,500</strong> in twenty years. Under reformed governance, that same person would earn <strong>$1.16 million</strong>—a 56.7x multiplier.</p> <p>This means that somewhere in a parallel universe where humans are slightly less daft, you are a millionaire. The version of you that lives in well-governed reality is presumably reading this on a yacht and shaking their head at how the rest of us live. "They spend <em>how much</em> on tax compliance?" they'd say, sipping champagne that costs less than a TurboTax subscription.</p> <h2>The Solution (It's Bribes, But Legal Ones)</h2> <p>The paper proposes Incentive Alignment Bonds—financial instruments that make it profitable for private investors to push politicians toward evidence-based policies. Because the one thing we know about humans is that they respond to incentives, and the one thing we know about politicians is that they respond to incentives even more.</p> <p>The fundamental insight is depressingly simple: we don't have a knowledge problem. We know what works. We have a incentive problem. The people who could fix things are rewarded for not fixing them. The solution isn't to make them care about humanity. The solution is to make caring about humanity pay better than the alternative.</p> <p><a href="https://political-dysfunction-tax.warondisease.org">Read the full analysis →</a></p> 2026-03-08T00:00:00.000Z https://thinkbynumbers.org/healthcare/how-to-end-war-and-disease-the-complete-idiots-guide/ <h2>The Manual Nobody Asked For (But Everyone Needs)</h2> <p>There is a manual for ending war and disease. It has a website. It contains maths. The maths checks out. Nobody has read it, in the same way that nobody reads the manual for their television even though they've been complaining about the picture quality for thirty years.</p> <p>The subtitle is "A Step-by-Step Guide to Optimizing Your Terrible Civilization," which is either the rudest or the most honest title in the history of public policy. Probably both. It insults your entire civilization on the cover and then hands you the repair instructions, which is roughly the correct emotional range for a serious proposal about fixing it.</p> <h2>The Core Insight (It's About Incentives, Stupid)</h2> <p>The manual starts from a premise so obvious it's embarrassing: <strong>people respond to incentives</strong>. Politicians vote for things that get them re-elected and paid. Pharmaceutical companies develop drugs that make money. Military contractors build weapons that get contracts. None of these people are evil—they're just doing what the system rewards them for doing.</p> <p>The problem isn't bad people. The problem is bad incentives. We've built a civilization where the most profitable thing you can do is build a missile, and the least profitable thing you can do is cure a disease. And then we wonder why we have lots of missiles and lots of disease.</p> <p>The solution? Change the incentives. Make curing diseases profitable. Make preventing war pay. Make being a good politician the path to wealth and status, rather than a quaint hobby for people who don't understand how Washington works.</p> <h2>The Components (A Recipe for Utopia)</h2> <p>The manual pulls together a whole ecosystem of proposals, each one slightly more ambitious than the last:</p> <p><strong>The 1% Treaty</strong>: Redirect 1% of global military spending ($27.2 billion/year) to pragmatic clinical trials. Expected result: 10.7 billion deaths averted. Cost-effectiveness: $0.00177 per DALY. This is 50,300 times more cost-effective than the current best health intervention (bed nets).</p> <p><strong>Incentive Alignment Bonds</strong>: Financial instruments that pay investors to push politicians toward evidence-based policies. Expected ROI: 272%. Because if saving the world were profitable, someone would have done it by now. So the manual makes it profitable.</p> <p><strong>The Right to Trial Act</strong>: Legislation saying that sick people should be allowed to try medicine. This is, apparently, a radical idea that requires 150 pages of legal text to implement, because we live in the timeline where "let dying people try drugs" is controversial.</p> <p><strong>Optimocracy</strong>: A system for scoring politicians based on whether their policies actually work, using data from thousands of jurisdictions. Like Yelp reviews for governance, except the stakes are slightly higher than whether the pasta was al dente.</p> <p><strong>Wishocracy</strong>: A mechanism for finding out what citizens actually want, using pairwise comparisons and sliders instead of binary voting. Because it turns out that "yes or no" is not a great way to express the full complexity of your feelings about healthcare policy.</p> <h2>The Scale of What's at Stake</h2> <p>The manual quantifies what we're leaving on the table:</p> <ul> <li><strong>$101 trillion per year</strong> in global governance inefficiency</li> <li><strong>$4.9 trillion per year</strong> in US waste alone</li> <li><strong>102 million deaths</strong> since 1962 from regulatory delays</li> <li><strong>6,650 diseases</strong> with zero approved treatments</li> <li><strong>565 billion DALYs</strong> preventable through trial expansion</li> </ul> <p>These numbers are so large that they essentially mean "everything." The gap between what civilization produces and what it <em>could</em> produce is almost as large as what it currently produces. We are, in economic terms, leaving a second Earth on the table.</p> <h2>Why It Hasn't Happened Yet</h2> <p>The manual addresses this head-on. It's not that people don't care. It's not that the maths is wrong. It's that changing the system requires overcoming a coordination problem: everyone would benefit, but nobody wants to go first.</p> <p>The weapons industry spends $5 trillion maintaining the status quo. Global household wealth is $454 trillion. That's a 90:1 advantage for the people who want change—but the $454 trillion side is disorganised, diffuse, and busy watching Netflix.</p> <p>The manual's answer is to turn the coordination problem into an investment opportunity. Don't ask people to donate. Don't ask them to protest. Don't ask them to care about strangers. Just ask them to invest in a financial instrument that pays 272% returns while coincidentally saving 10.7 billion lives. Let greed do what altruism couldn't.</p> <h2>The Step-by-Step Part</h2> <p>The manual calls itself a step-by-step guide, and it is—the core logic is simple enough for anyone to understand:</p> <ol> <li>We spend too much on killing and too little on curing</li> <li>The people who decide this are incentivised to keep it that way</li> <li>We can change their incentives for less money than we spend on pet food</li> <li>If we do, we save more lives than currently exist on Earth</li> <li>Also, it's profitable</li> </ol> <p>That's it. That's the manual. Everything else is details, data, and several hundred pages of evidence that makes you want to laugh and cry simultaneously, which is the correct response to discovering that utopia costs $25.5 billion—less than the annual budget of the US Department of Agriculture—and we just haven't gotten around to buying it.</p> <p><a href="https://manual.warondisease.org">Read the full manual →</a></p> 2026-03-08T00:00:00.000Z https://thinkbynumbers.org/politics/the-price-of-political-change-utopia-is-surprisingly-affordable/ <h2>How Much Does a Better World Cost? (Less Than You'd Think)</h2> <p>Most people assume that changing the world is either impossible or prohibitively expensive. It's the kind of thing people say at dinner parties—"you can't fight the system"—before going back to complaining about the system for the next forty years. The Price of Political Change paper does something unusual: it prices the system fight, and it turns out the system is cheaper than a new football stadium.</p> <p>The maximum cost to reform all US policy through legal channels is estimated at <strong>$25.5 billion</strong> (95% CI: $17.3B–$36.3B). That sounds like a lot until you remember that Americans spend $26 billion a year on pet food. We could literally fix our entire government for the price of feeding our dogs, but we've collectively decided that Buddy's kibble is a higher priority.</p> <p>Globally, the ceiling is <strong>$128 billion</strong>, which is less than what the world spends on video games annually. The complete overhaul of global governance costs less than Fortnite skins.</p> <h2>The Investment Breakdown</h2> <p>Political change is an investment decision, not a moral one. The equation is:</p> <blockquote> <p><strong>Change is rational if: Cost < Benefit × Probability of success</strong></p> </blockquote> <p>The paper breaks down the total cost of overwhelming all political opposition:</p> <ul> <li><strong>Campaign finance</strong>: ~$20 billion annually across all US races</li> <li><strong>Lobbying</strong>: ~$4.4 billion annually</li> <li><strong>Career incentives for legislators</strong>: ~$10 million per legislator in net present value (the future earnings they protect by doing what donors want)</li> </ul> <p>To pass any specific reform, you don't need all $25.5 billion. You need enough to tip the balance in marginal races and make it more profitable for politicians to support your reform than to oppose it. For the military-to-health reallocation, the realistic campaign cost is about <strong>$1 billion</strong>.</p> <h2>The 400,000:1 ROI</h2> <p>One billion dollars to redirect $27.2 billion annually from military to medical research. The expected benefit: 565 billion disability-adjusted life years averted over a 212-year acceleration period. The cost per DALY: <strong>$0.00177</strong>.</p> <p>Even at the maximum global political investment of $128 billion, the ROI on military-to-health reallocation is <strong>678,000:1</strong>. At the realistic $1 billion campaign cost, it's approximately <strong>84.8 million to one</strong>.</p> <p>For comparison:</p> <ul> <li>The best venture capital investments return maybe 100:1</li> <li>A good stock portfolio returns maybe 10:1 over a decade</li> <li>A savings account returns about 1.05:1</li> </ul> <p>Political reform returns 84.8 million to one. It is, by a margin so large it's difficult to express in normal numbers, the best investment in human history. And nobody is making it.</p> <h2>Why "Politically Impossible" Is an Economics Problem</h2> <p>People say things like "that'll never pass Congress" as if political impossibility is a law of physics. It's not. It's a price tag. Everything passes Congress if you spend enough money in the right places. We know this because terrible things pass Congress all the time, and they pass because someone spent money to make them pass.</p> <p>The paper reframes "political impossibility" as a capital allocation problem. High-value reforms generate such extraordinary returns that even deeply pessimistic assumptions about political costs produce positive expected value. Even if you assume only a <strong>1% chance</strong> of success, the expected return on the 1% Treaty campaign is still $848 trillion—roughly 7 times global GDP.</p> <p>This means that funding political reform is rational even for the most cynical, self-interested investor. You don't need to believe in democracy. You don't need to care about sick people. You just need to be able to do basic multiplication, which admittedly is asking a lot of some investors, but the maths really does check out.</p> <h2>The Implied Philanthropic Catastrophe</h2> <p>Currently, the most cost-effective charity, according to GiveWell, is insecticide-treated bed nets at about <strong>$89 per DALY</strong>. Political reform achieves <strong>$0.00177 per DALY</strong>. That's 50,300 times more cost-effective.</p> <p>This means that every dollar spent on bed nets instead of political reform saves approximately <strong>1/50,300th</strong> as many lives. Which is still good—bed nets are great—but it does suggest that the entire effective altruism movement might want to reconsider its portfolio allocation. It's like discovering that your savings account has been earning 0.001% when there's an account across the street paying 50,300%.</p> <h2>The Bottom Line</h2> <p>Political change is not expensive. It is not impossible. It is, by any rational calculation, the single highest-return investment available to anyone with capital and a calculator. The reason it hasn't happened is the same reason most people don't change their energy provider even though it would save them money: it requires filling out a form and humans would rather die than fill out a form.</p> <p>In this case, literally.</p> <p><a href="https://cost-of-change.warondisease.org">Read the full analysis →</a></p> 2026-03-08T00:00:00.000Z https://thinkbynumbers.org/government-spending/the-optimal-budget-generator-what-if-budgets-made-sense/ <h2>A Spreadsheet That Could Save the World</h2> <p>Imagine if government budgets were created the way a nutritionist creates a diet plan—looking at what you need, measuring what you have, and prescribing what's missing. Currently, government budgets are created the way a five-year-old creates a Christmas list: "I want a tank, and another tank, and also a third tank, and maybe some healthcare if there's any money left."</p> <p>The Optimal Budget Generator does for spending what Recommended Daily Allowances did for vitamins. It determines an <strong>Optimal Spending Level (OSL)</strong> for each budget category based on evidence of what actually produces results. And the results are, predictably, devastating.</p> <h2>The Gap Between What We Spend and What We Should</h2> <p>Here's the US federal budget through the lens of someone who has looked at evidence:</p> <table> <thead> <tr> <th>Category</th> <th>Current</th> <th>Optimal</th> <th>Gap</th> </tr> </thead> <tbody> <tr> <td>Pragmatic clinical trials</td> <td>$0.5B</td> <td>$50B</td> <td><strong>+$49.5B (9,900% underfunded)</strong></td> </tr> <tr> <td>Vaccinations</td> <td>$8B</td> <td>$35B</td> <td>+$27B</td> </tr> <tr> <td>Military discretionary</td> <td>$850B</td> <td>$459B</td> <td><strong>-$391B (overfunded)</strong></td> </tr> <tr> <td>Agricultural subsidies</td> <td>$25B</td> <td>$0</td> <td><strong>-$25B (shouldn't exist)</strong></td> </tr> </tbody> </table> <p>Let that sink in. We spend <strong>$850 billion</strong> on the military and <strong>$500 million</strong> on pragmatic clinical trials—the single highest-return investment identified by the analysis, with a <strong>637:1 benefit-cost ratio</strong>. We spend 1,700 times more on the low-return thing than the high-return thing. It's like putting all your retirement savings into lottery tickets while ignoring the index fund that guarantees 63,700% returns.</p> <p>And agricultural subsidies? The optimal amount is zero. Not "a bit less" or "roughly the same." Zero. The evidence says that paying farmers to grow corn they can't sell is not, in fact, a good use of public money. Someone should alert the farmers, and also every senator from Iowa.</p> <h2>How the Optimal Level Is Calculated</h2> <p>Two methods, cross-checked against each other:</p> <p><strong>Diminishing Returns Modelling</strong>: Plot spending against outcomes across many countries. At some point, each additional dollar produces less benefit than the previous one. The optimal level is where the marginal return equals the social discount rate (about 3-7%). Beyond that point, you're throwing money at a problem that's already been solved, like watering a plant that's in a lake.</p> <p><strong>Cost-Effectiveness Threshold Analysis</strong>: Add up every intervention below the willingness-to-pay threshold ($50,000-$150,000 per quality-adjusted life year), then scale to the population. This tells you how much you <em>could</em> usefully spend before running out of cost-effective things to spend it on.</p> <p>Both methods agree: we massively overspend on some things and massively underspend on others. The overall misallocation is estimated at <strong>20-40%</strong> of total public spending, representing trillions in foregone welfare gains. We're not broke—we're just bad at maths.</p> <h2>The RECOVERY Trial: Living Proof</h2> <p>The UK's RECOVERY trial tested dexamethasone—a cheap, boring, old steroid—on COVID patients and found it saved lives. Cost per patient: about <strong>$500</strong>. Traditional trial cost: <strong>$41,000</strong>. The 82x cost reduction meant they could test more drugs, on more people, faster. The result potentially prevented over a million COVID deaths globally.</p> <p>And yet globally, we spend about $500 million on pragmatic trials versus tens of billions on traditional ones. The thing that works 82 times better gets 1/100th of the funding. It's like having two employees, one who does 82 times more work, and giving the lazy one a corner office and a pension.</p> <h2>The Budget Impact Score</h2> <p>Not all evidence is created equal. The OBG rates each recommendation's confidence using a <strong>Budget Impact Score (BIS)</strong> from 0 to 1:</p> <ul> <li>Randomised controlled trials: weighted at 1.0</li> <li>Quasi-experimental studies: 0.75</li> <li>Cross-sectional studies: 0.25</li> </ul> <p>Grades range from A (0.80-1.0, strong evidence) to F (0.00-0.19, insufficient evidence). Recommendations are only prioritised when evidence is strong. This is not guesswork dressed up as science—it's actual science, which is why it looks so different from the current budget.</p> <h2>The Priority Formula</h2> <p>Categories are ranked for reallocation by: <strong>Priority = |Gap| × BIS</strong></p> <p>This means you fix the biggest gaps first, but only when the evidence is solid. You don't rip $391 billion from the Pentagon based on a single cross-sectional study. You start with the interventions where the evidence is overwhelming—like pragmatic trials at 637:1 returns—and work outward.</p> <p>The framework doesn't claim to solve everything. It can't address implementation capacity, distributional effects, or political feasibility. But it can tell you, with a high degree of confidence, that you're spending 9,900% too little on the thing that works best, and perhaps you should look into that.</p> <p><a href="https://obg.warondisease.org">Read the full analysis →</a></p>