Skip to content
AMPLIANISMOThe Economics of Error PTENESFR

Amplianism by example

The theory in real cases

If telling the error costs too much, no one tells. If failing costs everything, no one tries. And almost everywhere, the people who pay that bill are the ones who did not decide. See it in action.

  1. 01The machine
  2. 02Whoever pays decides who speaks
  3. 03Whoever pays decides who tries
  4. 04The question and the rule
  5. 05In Brazil, right now
  6. 06The map
  7. 07Anywhere
  8. 08Who came before
  9. →The pocket question

Fig. 01

The error-distribution machine

Whoever decides also writes the rule for who pays, and rarely includes themselves in the bill. Without a counterweight, the bill falls on those who did not decide, and those who decided move on. Press both buttons.

Today: whoever decides writes the rule for who pays, and the bill falls on those who did not decide.

  1. Who decides
  2. Who manages
  3. Who does the work
  4. Who is just starting

How much of the bill for the error falls hereHow much room there is to try againIllustrative diagram

Who speaks

Silence

If telling costs too much, no one tells. The people who do the work see the error first, but if they are the ones who pay, they keep quiet. The error grows in the dark.

Who tries

Only those who have

If failing costs everything, no one tries. Only those who already have something try again. The front row is always the same.

Both flaws look like virtues: keeping quiet looks like discipline, and not taking risks looks like prudence.

Fig. 02 · First law

Whoever pays decides who speaks

The person who does the work usually sees the error first. If telling costs too much, they keep quiet, and they are right to. Two Silicon Valley cases, with opposite endings.

Nvidia · mid-1990s

Telling cost the contract. It saved the company.

The chip Sega had commissioned was not going to work. The founder, Jensen Huang, told them, and asked that the last $5 million of the contract be turned into an investment, warning that the money would probably be lost. Sega agreed. Nvidia gained months of life and built the chip that saved it.

Follow the billSega sold its stake in 2000 for about $15 million. Had it held on, that stake would be worth billions of dollars today.

LessonWhere telling the error does not destroy the person who tells it, the error comes to light in time to be fixed.

Theranos · 2013 to 2022

Telling was expensive. It became a scandal.

Two young employees saw that the blood tests did not work and spoke up. The company spent more than $150,000 on private investigators to watch them and threatened them with lawsuits. The error grew in hiding until it became one of the biggest scandals in Silicon Valley.

Follow the billThe people who warned paid first, with private investigators and lawyers. The bill only moved up years later: the founder was sentenced to 11 years in prison.

LessonWhere telling is expensive, the error only comes to light when it is already too big to hide.

Already existsIn aviation, Brazilian law protects whoever reports an error to the safety investigation. And in a Harvard study, the teams with the best leadership recorded more errors. The researcher's explanation: they did not make more errors, they reported more.

You already know these stories

Titanic · April 14, 1912

"Shut up, I am busy"

The radio operator of a nearby ship warned the Titanic that his ship was stopped in the middle of the ice and, according to his own testimony, was told "shut up, I am busy": the Titanic's radio was swamped with paid telegrams from passengers. Half an hour later, he took off his headphones and went to sleep. Ten minutes after that, the Titanic hit the iceberg.

The one who warned was told to shut up.

Chernobyl · 1986

The flaw that was already known

The flaw that blew up the reactor in 1986 had been discovered in 1983, according to the UN nuclear agency. The designer promised to fix it, did not, and the information never reached the people who pressed the button. The first official version blamed the operators.

The error was known to those who decided; the blame was put on those who operated.

Semmelweis · Vienna, 1847

The hands that killed

Far more mothers died in the doctors' maternity ward than in the midwives' ward. The physician Ignaz Semmelweis had everyone wash their hands with chlorinated lime, and deaths plummeted. Admitting that their own hands were killing was too expensive: he lost his job, and the idea took decades to become the rule.

The lime was cheap. Admitting it was expensive.

Ayrton Senna · Imola, 1994

Two questions about the same accident

After Senna's death, the Italian courts spent 13 years looking for someone to blame and punished no one. Formula 1 set out to prevent the next one: it changed the car, the tracks, and the emergency response, and went 20 years without another fatal accident in a race.

Looking for someone to blame saved no one. Prevention did.

Fig. 03 · Second law

Whoever pays decides who tries

If the first stumble ruins you, only those who already have something try again. Where failing is cheap, failure becomes raw material.

Amazon Fire Phone · 2014

Lost $170 million. Kept trying.

Amazon's phone was a flop, and the company recorded a $170 million loss on unsold devices. The person in charge of the project was not destroyed: he stayed at the company and was given other projects. Months later, Amazon launched the Echo, with the Alexa assistant.

Follow the billThe failure cost money to the company, which could afford it, and not the career of the person who tried.

LessonWhere failing is cheap for the person who tries, people keep trying, and eventually they get it right.

Brazil · 2026

84 million people on credit blacklists.

Since 2020, a company that goes bankrupt can have its debts extinguished in three years. An ordinary person almost never gets that deadline: they renegotiate, and if there is no agreement the judge imposes a plan of up to five years that still guarantees the creditor the original amount, adjusted for inflation. In 2026, about 84 million Brazilians had their names on credit blacklists.

Follow the billA company's debt, the law erases in three years. A person's debt almost always only gets renegotiated; forgiveness comes only after everything is taken and years of waiting.

LessonWhere failing costs everything, people learn not to try.

Already existsIn the United States, since 1898, an honest person who cannot pay hands over what they have, and the rest of the debt is forgiven in about four months; whoever hides assets loses the forgiveness. There, starting over is part of the game for those who take risks.

You already know these stories

Steve Jobs · 1985 to 1997

Fired from his own company

In 1985, Apple's board sided with the executive Jobs himself had brought in, and he lost his position. Twelve years later, with Apple close to going under, the company bought NeXT, which he had founded after leaving, and Jobs came back to lead the turnaround.

He got to try again. And so did Apple.

Michael Jordan · 1997 commercial

More than 9,000 missed shots

In a Nike commercial, Jordan says he missed more than 9,000 shots, lost almost 300 games, and missed the game-winning shot 26 times, and that this is why he succeeded. At 15, he did not make his high school varsity team and played on junior varsity.

Whoever cannot miss does not shoot.

J.K. Rowling · 1995 to 1997

A dozen noes

Rowling wrote the first Harry Potter as a single mother living on government benefits in Scotland, and the book was turned down by about a dozen publishers. The one that accepted it paid £2,500, after the owner's 8-year-old daughter read the first chapter and asked for the rest.

Each no cost little. One yes was worth a saga.

SpaceX · 2006 to 2008

Three rockets that failed

SpaceX's first rocket failed in 2006, 2007, and 2008. On the fourth attempt, on September 28, 2008, it reached orbit. Musk later said they were practically out of money and that one more failure would have been the end.

Three failures did not end the game. The fourth made history.

Santos Dumont · Paris, 1901

Hanging from a rooftop

In August, his airship lost gas and crashed onto the roof of a hotel; he was left hanging until he was rescued. In October, with a new airship, he won the biggest aviation prize of the time by circling the Eiffel Tower in under 30 minutes. He could fail so many times because he paid for every attempt with his own money.

Whoever bankrolls the risk decides how many attempts fit.

Real Plan · 1986 to 1994

The error that became a currency

In 1986, the Cruzado Plan froze prices, worked for a few months, and failed. Some of the economists who had worked on it returned to government eight years later and, with what they had learned, created the Real: no price freeze, no surprises, announced months in advance. Inflation, which had topped 2,000% in 1993, fell and never returned to that level.

Those who got it wrong got to try again. The country gained a currency.

Fig. 04 · The question and the rule

When something goes wrong, who pays?

Two people at the top, two ways of dealing with error. The rule: no one above error, no one below a fresh start. Whoever decides pays first; whoever does the work can tell and try again without being ruined.

Silicon Valley Bank · March 2023

The bill spread out.

The bank of American startups collapsed in two days. Eleven days earlier, the CEO had sold $3.6 million in stock, under a prearranged plan and within the law. Annual bonuses were paid out hours before the government closed the bank.

Follow the billThe system guaranteed everyone's deposits. Those who decided had already been paid.

LessonWhen the bill does not reach those who decide, it falls on those who decided nothing.

New York · November 1907

The top paid first.

During a run on the banks, J.P. Morgan gathered 40 to 50 bankers in his library and demanded that their institutions pool $25 million to save the weakest ones. Close to five in the morning, the first one signed the pledge, and the others signed right after.

Follow the billThose who controlled the banks put in money before depositors lost theirs. The panic stopped.

LessonPanic only stops when those who decide show they will pay first.

Already existsOn this point, Brazil is ahead of the United States. In Brazil, a bank must hold back at least 40% of its executives' bonuses for three years or more, and that portion shrinks if losses come. In the U.S., a similar rule was ordered in 2010 and, fifteen years later, still had not left the drawing board. SVB's bonuses went out hours before the collapse.

Fig. 05 · In Brazil, right now

Two cases Brazil is living through

What happened, who paid, and what the rule would say. Without accusing anyone: both cases are still ongoing.

Americanas · 2023 to 2026

The one who told was the one who was not going to pay.

In January 2023, a CEO with less than ten days on the job announced "accounting inconsistencies" of about R$20 billion, later estimated at R$25 billion, and left. The next day, the stock fell 77%. The company filed for court-supervised reorganization.

Follow the billSuppliers and banks were left waiting, and small shareholders watched the stock plunge in a single day. In the reorganization, those who had money to put back in remained owners; those who did not ended up with a smaller slice.

By the ruleIf telling had been cheap inside the company, the error would have surfaced long before it reached R$20 billion. Whoever tells early pays less.

LessonThe error was only told by someone who was not going to pay for it.

Banco Master · 2025 and 2026

The floor worked. The ceiling is the question.

The bank sold CDBs (certificates of deposit) paying interest far above the market, backed by the FGC guarantee. In November 2025, Brazil's Central Bank ordered its liquidation. The FGC, a fund maintained by the banks, has already returned about R$40 billion to people who had money invested, the largest payout in its history.

Follow the billSmall investors were paid, up to R$250,000 per person: the floor worked. The case is still ongoing.

Already existsThe ceiling has been in writing since 1974: when a bank is liquidated, the assets of every executive from the previous twelve months are frozen until the bill is settled, without accusing anyone. The question is whether the bill will get there.

LessonWhen the guarantee belongs to everyone and the risk belongs to no one, overpromising becomes cheap.

Fig. 06

The map

Two measures place any family, company, or country on the map: how much whoever decides pays when they get it wrong, and how much it costs the people who do the work to try again.

Deciders pay little · cheap fresh start

No one is accountable

Everyone is forgiven, including those who decided. No one learns, and the error repeats itself.

The company where no one is held to account

Deciders pay a lot · cheap fresh start

Amplianism

Whoever decides pays first, and whoever does the work can tell and try again. The error comes to light early and more people try.

J.P. Morgan in 1907

Aviation

Deciders pay little · costly fresh start

The bill rolls downhill

Whoever decides does not pay, and whoever did the work does not get back up. The place goes blind and stands still, until it implodes.

Silicon Valley Bank

Theranos

Deciders pay a lot · costly fresh start

Everyone is afraid

Every error is punished, from top to bottom. No one takes risks and no one tells.

The company where every error means getting fired

Fig. 07

Anywhere

The same question works for you, for your home, and for artificial intelligence. Pick a place.

Ask

When you make a mistake, who pays? If it is always the person next to you, you are above your own error.

By the rule

Admit it to yourself first. And give yourself the next attempt: whoever never forgives themselves is below their own fresh start.

Ask

Does your child tell you about a bad grade? If not, telling is costing too much.

By the rule

The adult answers first for what they decided. The child fails cheaply. Whoever punishes the truth teaches silence.

Ask

Saw a problem? How much does telling cost today, and how much will it cost when it grows?

By the rule

Tell early, in writing, and with a proposal: an error told on Monday costs a meeting; discovered on Friday, it costs the project. And if you lead, thank people for the first piece of bad news of the week.

Ask

When the board gets it wrong, where does the bill start: with the bonus of those who decided or with the job of those who did the work?

By the rule

The bill starts with those who decided. Whoever did the work in good faith stays, and tells what they saw. Whoever tells early pays less.

Ask

Before any new program, project, or tax: if it goes wrong, who pays? In 2025, one in every two public works projects paid for with federal money in Brazil was stalled or unfinished.

By the rule

Whoever decides with other people's money answers for it, from any party. And value whoever publishes the number, even when it hurts.

Ask

When an AI blocks the account, denies the loan, or deactivates the delivery driver on the app, who answers for it? When it errs, it errs with millions of people at the same time.

By the rule

AI has no taxpayer ID. Whoever puts AI in charge of deciding answers for what it decides: Air Canada tried to blame its customer service chatbot, and the tribunal ordered the company to pay.

Fig. 08

Who came before

None of this starts from scratch. Almost 4,000 years ago, the Code of Hammurabi already sent the bill to whoever decides: if a house collapsed, the builder was held responsible. The Bible ordered debts to be forgiven every seven years. In 1215, the Magna Carta prohibited fining anyone so heavily that it took away their livelihood. In 1705, England created debt forgiveness for the bankrupt who cooperated, and the gallows for anyone who hid assets. In the 20th century, Popper, Taleb, Edmondson, and Harari added pieces. Amplianism (Amplianismo in Portuguese) learns from every philosophy and asks just one question.

ItemStoicismAmplianism
QuestionWhat depends on me?When something goes wrong, who pays?
Focuses onHow each person carries the errorWho was chosen to carry it
PracticeSeparating what I control from what I do notFollowing the bill. And, when the decision is yours, paying first
ResultCalm and justice in the face of errorErrors that surface early and people who try again

Each completes the other.

The pocket question

When something goes wrong, who pays?

Being hard on those who decide and easy on those who are learning is not kindness. It is intelligence. It is the only way for a place to see its own error in time and to have people trying new things.

No one above error. No one below a fresh start.

Read the article

Book · in English and Portuguese on Amazon

Get it by email

Heitor Castro's newsletter, O Conselho do Futuro (in Portuguese): one idea a day from people who made business history, the Amplianism cases, and the book launch announcement.

Unsubscribe anytime with one click. How we use your data.

Sources for the cases
  1. Nvidia and Sega: The Next Web; Video Games Chronicle
  2. Theranos: MIT Technology Review; private investigators: CNN; sentence: ABC7
  3. Aviation: Law 12,970/2014. Teams that report more: Edmondson, 1996
  4. Amazon Fire Phone: loss, Entrepreneur; the person in charge on a new project, GeekWire
  5. Bankruptcy in three years: Law 11,101/2005, art. 158, V. Individuals: Consumer Protection Code, art. 104-B. Credit blacklists: Serasa, via O Povo
  6. Silicon Valley Bank: Fortune; CNN
  7. J.P. Morgan and 1907: Federal Reserve History. Bonuses held back at banks: CMN Resolution 5,177/2024, art. 11
  8. Americanas: material fact notice of Jan. 11, 2023; 77% drop: Correio Braziliense; charges filed by Brazil's Federal Prosecution Service: InfoMoney; recapitalization: Mercado&Consumo
  9. Banco Master: Times Brasil, July 14, 2026; assets frozen in liquidation: Law 6,024/1974, art. 36
  10. Titanic: Cyril Evans's testimony at the U.S. inquiry. Chernobyl: INSAG-7 report from the UN nuclear agency; the series vs. the facts
  11. Steve Jobs: AppleInsider. Michael Jordan: Sports Illustrated. J.K. Rowling: Christian Science Monitor; Harvard commencement speech. SpaceX: Space.com
  12. Semmelweis: James Lind Library. Senna: Crash.net, 2007; ESPN, 2015
  13. Santos Dumont: airships and the crash at the Trocadéro; Deutsch Prize, 1901. Real Plan: Correio Braziliense; 1993 inflation: IBGE
  14. Personal bankruptcy in the U.S.: U.S. federal courts. U.S. bonus rule not finalized: GAO, 2025
  15. Stalled public works: TCU, 2025. Air Canada: CBC, 2024