WHAT IF WE TOOK 1% OF GLOBAL MILITARY SPENDING ($27.2B) AND USED IT TO FIND OUT WHICH MEDICINES ACTUALLY WORK?
❌ $41,000 PER TRIAL PARTICIPANT
❌ 85% OF PATIENTS EXCLUDED
❌ 17 YEARS TO PATIENT ACCESS
❌ $1.6 BILLION PER DRUG
✅ $500 PER TRIAL PARTICIPANT
✅ 95% OF PATIENTS INCLUDED
✅ 2 YEARS TO PATIENT ACCESS
✅ 82× COST REDUCTION
I BUILT PLATFORMS TO ANALYZE HEALTH DATA AT SCALE. CHRONIC ILLNESS REMAINS UNIMPRESSED.
AGGREGATED & ANALYZED TO DETERMINE EFFECTS OF FOODS, DRUGS, AND SUPPLEMENTS
COVERAGE FOR CONDITION/TREATMENT PAIRS USING OPEN-SOURCE PLATFORMS
OPEN-SOURCE PLATFORMS FOR HEALTH DATA ANALYSIS AND POLICY RESEARCH
OPEN-SOURCE PLATFORMS FOR HEALTH RESEARCH, POLICY ANALYSIS, AND OCCASIONALLY MUSIC FROM RADIOACTIVE CHILDREN.

A system optimized for saving lives rather than avoiding lawsuits. 50,000+ observational studies analyzed. Meta-analyses for 90%+ of condition-treatment pairs. Treatment rankings for 100+ conditions. The current FDA approval process takes 10+ years and costs $2.6B per drug. During that time, between 11,000 and 115,000 people die who could have been saved if the drug had been approved immediately. There are roughly 1.16 quadrillion possible drug combinations we haven't tested. At the current pace, we'll finish testing them all in approximately never. The dFDA could accelerate clinical discovery by 80X. Which, if my math is correct, means we could map the entire space of possible treatments in about 45 minutes.

I built a platform to analyze what affects human health. 14 million data points. Novel causal inference methodology. The entire thing is open source. Most people do not, in fact, want to know what affects their health. They want to eat chips and watch TV. Which is fair. I would also like to eat chips and watch TV. Instead I made this.

Redirect 1% of global military spending to health research. Save 416 million lives. 700× more effective than current spending. I sent this proposal to everyone with the power to implement it. They have enthusiastically ignored me. When your last name is Sinn, you take validation wherever you can find it.
192+ PUBLICATIONS ON CLINICAL RESEARCH, POLICY ANALYSIS, AND THE OPTIMAL ALLOCATION OF SOCIETAL RESOURCES.


Economic analysis of a decentralized framework for drug assessment (dFDA). With $21.8B/year in pragmatic trial funding, the framework could avert 565B DALYs (95% CI: 361B DALYs-877B DALYs) through accelerated treatment discovery while generating $58.6B (95% CI: $49.2B-$73.1B) in annual R&D savings.
TALKS, DEMOS, AND EXPLANATIONS OF WHY WE SHOULD MAYBE STOP KILLING EACH OTHER AND START CURING DISEASES.

Appendix J — Incentive Alignment Bonds: A Mechanism Design Approach to Political Economy – How to End War and Disease https://share.google/VspVTeNjjyBmCrROz Here’s a fun puzzle: You know how to save millions of lives. You can measure exactly how many. You have the money. And governments still don’t do it. This isn’t because politicians are evil. It’s because the system is built so that: Politicians maximize reelection, status, and post-office careers, not “humans continuing to exist” Bureaucracies maximize budget, stability, and turf, not “speed of cures” Lobbyists maximize client profits, not “global welfare” You don’t fix this with awareness campaigns. You’ve been “raising awareness” for decades and everyone is still dying. You don’t fix it with white papers. Politicians use white papers to stabilize wobbly tables. You don’t fix it by hoping for philosopher-kings. Plato tried that. It didn’t work. You fix it by changing what “self-interest” points at. This chapter describes a mechanism to legally bribe politicians into doing the right thing: Incentive Alignment Bonds (IABs) – a way to pay for better governance without technically paying politicians, giving money to governments, or going to prison. 1. The Core Problem: Good Ideas Die in Committee You’ve seen the numbers by now: Redirecting 1% of global military spending into pragmatic trials could save hundreds of millions of lives and generate trillions in economic value. The 1% Treaty isn’t constrained by physics, biology, or money. It’s constrained by politics, which is like being constrained by your dog’s opinion on quantum mechanics except your dog can veto legislation. No politician wants to be the one who “cut the military.” Even by 1%. Even if that 1% cures cancer. The attack ads write themselves: “Senator Johnson voted to WEAKEN AMERICA. His opponent didn’t. Vote for literally anyone else.” From a public choice perspective, the 1% Treaty is a classic public good: Enormous global benefit Concentrated local political pain Benefits arrive in 10 years; the attack ads arrive tomorrow The system does exactly what it’s incentivized to do. It’s not broken. It’s working perfectly. The problem is what it’s optimizing for. If you want different outcomes, you need different incentives. Wishing very hard doesn’t count. 2. What You Need: Legal Bribery That Isn’t Technically Bribery Imagine you could say to every politician on Earth: “If your country adopts a 1%-style reform and your citizens actually get healthier, we will: upgrade your international reputation (you’ll get invited to better parties), boost your reelection odds (independent campaigns will favor you), and make your post-office career prospects significantly better than your rivals’ (Goldman Sachs boards, prestigious fellowships, that sort of thing).” No backroom deals. No suitcases of cash. No prison. No money to you personally, and no money to government budgets. What you get is external legitimacy, electoral support, and cushy retirement gigs. The things politicians actually optimize for. Just a standing, public, announced-in-advance rule: “Do this objectively good thing, and the world will systematically reward you.” This is the job of Incentive Alignment Bonds. It’s bribery, except legal, transparent, and pointed at saving lives instead of ruining them. 3. Definition: What Are INCENTIVE ALIGNMENT Bonds? Incentive Alignment Bonds (IABs) are a new class of financial instruments designed to: Reward investors with returns proportional to public-good funding achieved Reward politicians with electoral support and career benefits based on their voting record for public-good policies Fund the public good itself from the policy outcome (self-sustaining) The key innovation: IABs align both investors and politicians with public-good outcomes through a single instrument. Investors provide capital to pass the policy. Politicians get career benefits for supporting it. The policy outcome funds everything. This is mechanism design applied to governance, using the tools economists developed for auctions and markets to solve political economy problems. The insight is that politicians respond to incentives like everyone else; the question is whether those incentives point toward saving lives or toward pleasing lobbies. IABs change what the incentives point at. They are not charity. (Charity doesn’t work at scale.) They are not lobbying. (That’s already taken.) They are not “paying politicians.” (That’s illegal, and also already taken.) They are: A way to make investors and politicians cooperate on public goods by appealing to the only thing they respond to: self-interest.
