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AMPLIANISMOThe Economics of Error PTENESFR

Amplianism · Article

What brings down a company is almost never the error

It is the price of telling the error. A simple idea for understanding any place, from your home to your country.

Heitor Castro, investor and entrepreneur · 7-minute read

Two Silicon Valley companies. Both with a serious problem on their hands.

At the first, Theranos, two young employees realized that the blood tests the company was selling did not work. They spoke up. The company spent more than $150,000 on private investigators to watch them and threatened them with lawsuits. The error stayed hidden until it became one of the biggest scandals in the Valley's history, and the founder was sentenced to 11 years in prison 1.

At the second, Nvidia, in the mid-1990s, the problem was the main product: the company had bet on the wrong technology for the chip commissioned by Sega, the Japanese video game giant. The founder, Jensen Huang, went to the customer and told them. He asked that the final payment, $5 million, be turned into an investment in the company, warning that the money would probably be lost. Sega agreed. With that breathing room, Nvidia built the chip that saved it. Sega sold that stake in 2000 for about $15 million. Had it held on, the stake would be worth billions of dollars today 2.

It was not luck or intelligence that set the two stories apart. It was the price of telling the error.

A logic that fits in two sentences

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: those who carried out the work, those who were not consulted, those who were far from the room where the decision was made. Whoever decides also writes the rule for who pays, and rarely includes themselves in the bill. That is why so many places go blind and stand still, until they implode.

First law: whoever pays decides who speaks

The person who does the work usually sees the error first. If they are the one who will pay, they keep quiet. And they are right to.

In a Harvard study of hospitals, the teams with the best leaders recorded more medication errors than the others. The researcher's explanation: they did not make more errors, they reported more 3. Punishment does not erase the error from reality. It erases it from the record.

At Americanas, the Brazilian retailer, in January 2023, a hole of about R$20 billion only came to light when an outside CEO arrived, with less than ten days on the job. The next day, the stock fell 77% 4. The case is still ongoing. But the lesson is already clear: the error was only told by someone who was not going to pay for it.

There is one industry that solved this decades ago, all over the world: aviation. Under the international rule, signed by 193 countries, investigating an accident serves only to prevent the next one, never to find someone to blame; in Brazil and the United States, whoever reports their own slip is protected by law. Whoever sees it, speaks up. The result: the risk of dying on a flight fell from 1 in 350,000 boardings, between 1968 and 1977, to 1 in 13.7 million, between 2018 and 2022 5.

Brazil saw this choice play out in the death of Ayrton Senna, in 1994. The Italian courts spent 13 years looking for someone to blame and punished no one. Formula 1 set out to prevent the next accident and went 20 years without another fatal accident in a race 6. Only the second search saved lives.

Second law: whoever pays decides who tries

In a famous Nike commercial, basketball star Michael Jordan says he missed more than 9,000 shots and that 26 times he was trusted to take the game-winning shot and missed 7. The part almost no one takes into account: after every miss, someone passed him the ball again.

Steve Jobs was pushed out of his own company, Apple, in 1985 and came back twelve years later to save it. J.K. Rowling had the first Harry Potter book turned down by about a dozen publishers. Elon Musk's first SpaceX rocket failed three times before reaching orbit 7. Everyone knows these stories as lessons in persistence. They are something else: they are stories of places where failing did not finish off the person who tried. Whoever cannot miss does not shoot.

Jeff Bezos's Amazon lost $170 million on the Fire Phone, the phone nobody wanted. The person in charge was not destroyed: he took a sabbatical and came back to the company to run another area. Years later, Bezos wrote to shareholders that the lessons and the team from the Fire Phone sped up the Echo, the smart speaker, and the Alexa voice assistant 8.

Now look at Brazil. Since 2020, a company that goes bankrupt can have its debts extinguished in three years 9. An ordinary person renegotiates and, if there is no agreement, the judge imposes a plan of up to five years that still guarantees the creditor at least the original amount of the debt, adjusted for inflation 10. A company's debt, the law erases in three years. A person's debt, almost always, only gets renegotiated: forgiveness comes only after all their assets are taken and years of waiting, in a process almost no one uses. In August 2026, the month of the most recent data when this article was written, about 84 million Brazilians had their names on credit blacklists. Close to half of the country's adults 11. In 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 12. Whoever cannot start over does not take risks again.

The question

All of this fits into one question: when something goes wrong, who pays?

In March 2023, Silicon Valley Bank, 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 U.S. law. Annual bonuses were paid out hours before the government closed the bank. And the deposits were guaranteed by the system: the U.S. deposit insurance fund, funded by the other banks 13. The profit from the bet was paid on the spot to those who decided. The loss was shared with those who decided nothing.

It is possible to make the bill reach those who decide without relying on character, and on 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 14. In the U.S., a similar rule was ordered in 2010 and, fifteen years later, still had not left the drawing board 15. And since 1974, when Brazil's Central Bank shuts down a bank, the assets of every executive from the previous year are frozen until the bill is settled 16. Banco Master, shut down in 2025, is the test of this rule. The case is still ongoing.

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. Cheap does not mean free: whoever repeats the error pays more, and whoever errs on purpose pays everything. And whoever tells early pays less.

Why this is not kindness

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. And once you see it, you cannot unsee it: in every scandal, someone on the front line knew, and did not speak up because they would pay.

Put it into practice

The question works at any size, from the dinner table to the country. Six places to start:

On yourself. When you make a mistake, who pays? If it is always the person next to you, you are above your own error. If you never let yourself try again, you are below your own fresh start.

At home. Whoever punishes the truth teaches silence. The child who gets hit for a bad grade learns to hide the report card.

At work. Saw a problem? 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, even if it hurts: your reaction to it is what teaches the team how much telling costs.

In the company. When the board gets it wrong, the bill starts with the board's bonus, not with the job of the person who carried out the work.

In the country. Government is where the most decisions are made with other people's money, and whoever decides has often already left office when the bill arrives. In 2025, one in every two public works projects paid for with federal money in Brazil was stalled or unfinished, according to the Federal Court of Accounts 17. Before any new program, project, or tax, ask: if it goes wrong, who pays? And value whoever publishes the number, even when it hurts.

In artificial intelligence. More and more, it is an AI that approves the loan, blocks the account, and deactivates the delivery driver on the app. When it errs, it errs with millions of people at the same time, and it has no taxpayer ID. In 2024, Air Canada tried to convince a tribunal that its customer service chatbot was responsible for its own actions; the tribunal ordered the company to pay 18. Whoever puts AI in charge of deciding answers for what it decides.

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 and killed its owner, the builder was held responsible 19. The Bible ordered debts to be forgiven every seven years 20. In 1215, the Magna Carta prohibited fining a free man so heavily that it took away his livelihood 21. And in 1705, England created debt forgiveness for the bankrupt merchant who handed over everything and cooperated, and the gallows for anyone who hid assets 22. No one below a fresh start, and whoever errs on purpose pays everything, three centuries before anyone gave it a name.

In the 20th century, the philosopher Karl Popper, the essayist Nassim Taleb, Harvard professor Amy Edmondson, and the historian Yuval Harari added pieces to the same puzzle: societies that correct their own errors, people with skin in the game, teams unafraid to speak up 23.

Amplianism (Amplianismo in Portuguese) learns from every philosophy and asks just one question, which anyone can ask tomorrow: when something goes wrong, who pays?

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

Sources

  1. MIT Technology Review, Nov. 17, 2016. https://www.technologyreview.com/2016/11/17/155951/when-its-employee-blew-the-whistle-theranos-was-out-for-blood/; CNN, Sept. 15, 2021 (private investigators). https://ktvz.com/lifestyle/technology/cnn-social-media-technology/2021/09/15/former-theranos-lab-worker-details-concerns-about-companys-ability-to-conduct-blood-tests/; ABC7, Nov. 18, 2022 (sentence). https://abc7news.com/theranos-founder-elizabeth-holmes-sentenced-to-just-over-11-years-i/12468948/
  2. The Next Web. https://thenextweb.com/news/nvidia-sega-1995-5-million-rescue; Video Games Chronicle. https://www.videogameschronicle.com/news/nvidias-jensen-huang-reunites-with-sega-exec-who-saved-the-company-with-5m-investment/
  3. Edmondson, A. Journal of Applied Behavioral Science 32(1), 1996. https://psnet.ahrq.gov/issue/learning-mistakes-easier-said-done-group-and-organizational-influences-detection-and
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