The Two Cent a Day Experiment#

Can one person’s radical transparency change the game for everyone? For about two cents a day, you can help find out.

Two cents a day is about $7.30 per year — batched as roughly $8 per annual contribution, because processing daily 2-cent transactions would cost more than the donation itself. The recommended contribution is $8/year: 2 cents per day, rounded up, collected once.

The Problem You Already Know#

You already know that institutions lie. Not because the people in them are evil, but because the systems they operate in reward self-serving behavior and punish honesty. A politician who admits uncertainty looks weak. A CEO who publishes failures gets fired. A leader who says “I don’t know” loses followers to someone who pretends they do.

This is not a bug. It is the default. Game theory has a name for it: the Prisoner’s Dilemma. In any system where claiming to have the answers is rewarded and admitting uncertainty is punished, rational agents will claim to have the answers — even when they don’t. The result is a world where the people with the most power are the ones least likely to admit they might be wrong.

You can see this everywhere: in politics, in business, in religion, in academia. The pattern is always the same. A leader starts with genuine insight. They gain influence. They stop questioning. The system around them calcifies. By the time the damage is visible, the leader cannot see it — because the very capacity for self-correction was the first thing lost.

We built a mathematical model of this pattern. It predicts, with uncomfortable precision, how institutional corruption works, why it is invisible from the inside, and why it is so hard to stop. The model has survived 240 formal adversarial tests with zero unrepaired failures.

The model also predicts one way out.

The Proposed Solution#

The model says the Prisoner’s Dilemma dissolves if one person — the one with the most influence at a given moment — makes an irreversible, transparent commitment to never claim they have the answers.

Not a promise. A structural change: permanently eliminating the option to claim “I’m OK, I’ve figured it out.” Publicly. Testably. At massive personal cost.

The game theory is precise (Schelling 1960, Spence 1973): when a player destroys their own ability to defect, the game changes for everyone else. Cooperation becomes the rational choice — not because people are virtuous, but because the payoff structure has shifted.

Think of it this way. Everyone knows the story of the Emperor’s New Clothes: a ruler parades in garments that don’t exist, and the crowd pretends to see them. Only a child speaks the truth.

Now invert the story. What if the emperor deliberately wore no clothes — not out of foolishness, but as proof that they have nothing to hide? What if radical transparency — uncomfortable, permanent, undeniable — is the mechanism that makes trust possible?

That is the experiment.

Full details: The Frying Pan Proposition and The Transparency Manifesto.

The deeper question — whether this has any right to be taken seriously at all — is addressed in Review by Reality, which uses the logic of Job’s petition to God to frame the case for and against.

What the Money Funds#

The commitment is free. The testing is not.

A transparency regime this rigorous requires independent adversarial infrastructure — people whose job is to find what’s wrong, not to please the person being tested. Specifically:

  • Weekly adversarial reviews (52/year): An independent reviewer examines the week’s decisions, failures, and self-assessments. Different reviewer from the monthly cycle. Paid — because unpaid reviewers have no incentive to be harsh.

  • Monthly pattern reviews (12/year): A deeper assessment by a different independent reviewer. What trends are emerging? Where is drift occurring?

  • Annual comprehensive audit (1/year): A full panel examines whether the commitment is still genuine, whether the transparency regime itself is healthy, and where the blind spots are.

  • Publication and accessibility: All findings, all failures, all adversarial reports — published, append-only, permanently accessible. The infrastructure to maintain this costs money.

  • The researcher’s survival: The person making this commitment has set aside a scientific career to build this framework. The commitment requires full-time dedication. Food and housing are not optional.

None of this can be funded by the person being tested — that would compromise the independence. It must come from outside.

Why Two Cents a Day#

Two cents a day. About eight dollars a year. Less than one meal out. Less than a month of cloud storage. Less than two cups of coffee.

The principle is ancient: a contribution’s worth is measured not by its size but by the commitment it represents. In Mark 12, a widow drops two small coins into the temple treasury — worth less than a penny — and Jesus says she gave more than all the wealthy donors, because she gave from genuine conviction rather than surplus. In Islamic tradition, sincere small charity (sadaqah) outweighs insincere large giving. In Jewish teaching, tzedakah is an obligation that falls on everyone regardless of means. The idea that a small, honest gift matters more than a large, performative one is one of the few moral propositions that virtually every tradition agrees on.

The question is not “can I afford two cents a day?” The question is: what would it be worth to know whether radical transparency can fix institutional corruption?

If it works: you have funded the proof-of-concept for a mechanism that could transform how power operates everywhere — in government, in business, in every institution where leadership carries the temptation to stop questioning.

If it fails: you have funded the most rigorously documented failure in the history of accountability experiments. That failure, published in full, teaches the next person what not to do. Even failure is informative when it is transparent.

Two cents a day buys you a seat at the experiment either way.

The Scaling Table#

A small thing, planted by many, grows into something that shelters. The math is simple (contributions batched at ~$8/year):

  • 1,000 contributors: $8,000/year — enough for one independent reviewer and basic publication costs.

  • 10,000 contributors: $80,000/year — weekly reviews, monthly reviews, researcher survival.

  • 100,000 contributors: $800,000/year — full adversarial infrastructure with annual audit panel.

  • 1,000,000 contributors: $8,000,000/year — institutional-grade transparency regime with redundant independent auditors.

Every dollar is accounted for. Publicly. That is not a promise — it is a structural requirement of the transparency regime itself. If the money isn’t tracked transparently, the experiment has already failed, and you’ll know.

Why You Should Care (Even If Skeptical)#

You should be skeptical. That is the entire point.

The commitment says: “Do not trust me. Trust the mechanism. Test the person. Publish the results.”

If you think this is naive — fund it and watch it fail. The failure will be documented with the same rigor as success. You lose two cents a day. The world gains a carefully documented data point about why radical transparency doesn’t work.

If you think this is dangerous — fund the adversarial reviewers. They are the mechanism designed to catch danger. The more skeptics fund the testing, the more rigorous the testing becomes. Your skepticism makes the experiment stronger.

If you think one person can’t change a system — the math disagrees, but math doesn’t settle arguments. Evidence does. Fund the test. See what happens.

The only response that doesn’t help is indifference.

Who Is Asking#

My name is Laurence Loewe. I am a research scientist who set aside a career in quantitative biology in 2020 to investigate whether the existential threats facing humanity have a common structural cause — and whether that cause has a structural solution.

I work under the name LLoL — Laurence Loewe of Laodicea — because Laodicea was the biblical church that thought it was fine and was not. The name is a permanent reminder that I am not OK.

I am not asking you to believe me. I am asking you to fund the infrastructure that tests me — rigorously, adversarially, publicly, permanently.

Supporting Resources#

For more detail on the ideas behind this experiment:

  • The Frying Pan Proposition — the game-theoretic argument for irreversible commitment

  • The Transparency Manifesto — what maximum transparency requires and a concrete proposal

  • Review by Reality — the case for and against, using the logic of Job’s petition

  • The Crisis — the existential threats that motivate this work

  • Matheology — the mathematical framework underlying the models

  • HELL — the adversarial record of historically experienced lessons learned

Everything is published. Everything is testable. Nothing is hidden.

Two cents a day. One year. See what happens.