Quentin Tarantino earned over 100 million dollars and never gave his mother a single dollar. In the video below Quentin Tarantino talks about his mother. Connie McHugh was a teenager when she gave birth to Quentin in Knoxville Tennessee in 1963. His father Tony Tarantino had already left. She moved to Los Angeles alone with the baby and worked as a nurse. When he was 12 his mother mocked the screenplays he was writing in class. She said, with finger quotes, this little ‘writing career’ is over. Quentin stood there and made himself a vow. If he ever became a successful writer, she would see no house, no vacation, no Cadillac. He dropped out of high school at 15 and worked at a video store in Manhattan Beach. In the early 1990s he sold the True Romance script for about 50 thousand dollars. In 1994 Pulp Fiction grossed 213 million dollars and made him an Oscar winner at 31. He is worth approximately 120 million dollars in 2026. In a 2021 podcast interview Tarantino said he had kept the vow for 50 years. The most he ever did was help his mother with one IRS issue. He said he never bought her a house. He never took her on a vacation. He never bought her an Elvis Cadillac. No house for you. No vacation for you. No Elvis Cadillac for mommy. The screenplay she called a hobby financed every film he ever made. Would you forgive a parent who tried to kill the thing that made you?

Matthew Perry made $1 million an episode on Friends and spent about $9 million trying to get sober. In his last month, a doctor charged him $57,000 for 20 vials of ketamine that sold for about $15 each. In the video below, a year before he died, he describes the night doctors gave him a 2% chance to live. "Five people had an ECMO machine that night, and the other four died, and I survived." On September 30, 2023, the doctor met Perry for the first time. That day he texted a colleague: "I wonder how much this moron will pay." Then: "Let's find out." Same day, he bought $795 worth of ketamine and supplies from another doctor. Perry's assistant paid him $4,500. Over the next 12 days: 20 vials, $57,000. One shot was given in the back seat of Perry's car in a parking lot. That's about $2,850 a vial. Roughly 190 times the going price. Then the assistant found a cheaper source. He was paid $150,000 a year to manage Perry's medical care. In 11 days he bought 51 vials from a dealer prosecutors called the "Ketamine Queen." On October 27, the doctor texted that he'd been "stocking up." The next day, the assistant gave Perry at least three shots. Perry was found dead. He was 54. Then came the sentences. The dealer: 15 years. The assistant: 41 months. The doctor who called him a moron: 30 months and a $5,600 fine. The doctor who supplied him: 8 months of home detention. Netflix releases a documentary about Perry's life on Tuesday. Wednesday marks three years since he died. The doctor made $57,000 and was fined $5,600. Was 30 months enough?

Aaron Carter sold 1,000,000 albums before he turned 10. When he turned 18, he says the IRS hit him with $7.8 million in taxes his parents never paid. In the video below, he explains what happened to the money he made as a child. He was the little brother of a Backstreet Boy, opened for the Backstreet Boys and Britney Spears, and had hits like “I Want Candy” and “Aaron’s Party.” His second album sold more than 3 million copies in the U.S. California’s Coogan law exists to protect child stars, so parents can’t spend their kids’ earnings. Carter says his parents found a way around it. “When I turned 18 years old, I got hit with 7.8 million dollars of taxes that they didn’t pay when I was 11 and 12 years old.” He admits he blew the rest himself on cars, shoes and stuff he calls “stupid.” The kid who sold millions of records ended up doing 500 straight off-Broadway shows for $654 a week, because it was the only place that would hire him. The IRS garnished his wages. In 2013, he filed for bankruptcy. His court filing showed just over $8,000 in assets and more than $2 million in debts, including a $1.3 million tax lien. Then came the moment he never forgot. He says the judge gave him a choice: he could send his parents to prison for 10 years each. “I will never let you put my parents in prison, no matter how dirty they’ve been to me.” He died in 2022. He was 34. The case for his parents: he was a child, someone had to manage the money, and he blew plenty of it himself. The case for Aaron: it was his money, and they left him with the bill. If you were Aaron, would you have sent them to prison, or did they not deserve it?

Charlie Munger thought McDonald's did a better job educating people than Harvard. He wasn't joking. In 2010, sitting next to Warren Buffett at Berkshire Hathaway's annual meeting, Munger explained why he considered McDonald's one of America's most underrated educational institutions. His argument had almost nothing to do with hamburgers. McDonald's takes people at the very beginning of their working lives. For many of them, it's their first real job. And before they move on, it teaches them things that are surprisingly difficult to teach in a classroom: show up on time, follow a system, deal with customers, take responsibility and do the job you're being paid to do. Munger had once made the same argument while speaking at a major university. He told the room: “I thought McDonald's succeeded better as an educator than the people in the university did.” His point wasn't that people stayed at McDonald's forever. It was almost the opposite. Many started there, learned how to function in a real workplace, and eventually moved on to much bigger jobs. Munger believed McDonald's deserved far more credit for that than it received. Then Buffett jumped in — and agreed. He said some of the most important lessons of his own life came when he was just 13 or 14 years old, working for a newspaper boss named Charlie Peterson. Long before Berkshire Hathaway. Long before he became one of the richest men in the world. Buffett was just a kid learning lessons from his first boss that he still remembered decades later. Munger and Buffett were making the same point from opposite ends of extraordinary careers: sometimes the place that teaches you how to work isn't a university. It's the place expecting you to show up on time tomorrow morning.

In 1985, Carl Sagan sat in front of the United States Senate and described the weather of 2026. Not as prediction. As physics. Sitting across from him was a junior senator named Al Gore — who would later win the Nobel Prize, the Oscar, and build a climate investment fund worth over $36 billion repeating almost word for word what Sagan said that afternoon. Sagan opened with Venus. 470°C surface temperature. 900°F. Hot enough to melt lead. "Not because it's closer to the sun," he told the senators. "Venus actually reflects more light than Earth. It should be cooler." The reason it wasn't: carbon dioxide. A runaway greenhouse effect that turned a planet nearly identical to Earth into a furnace. Then he looked at the committee and said: we're running the same experiment here. The senators nodded politely. Then they went back to approving fossil fuel subsidies. What Sagan told Congress in 1985: Global average temperature will rise several degrees by mid-to-late next century. Local climates will redistribute. Glaciers will melt. Sea levels will rise. And the problem cannot be solved by any single nation — not even if the US and Soviet Union agreed on everything — without China. China, he said, had the world's largest coal reserves and was about to industrialize. Every sentence was correct. He also said something that got almost no coverage at the time: "The initial stages of global temperature increase — one region might benefit while another suffers." That is the sentence that explains the last 20 years of geopolitics. Canada's growing season expanding while Pakistan floods. Russia opening Arctic shipping lanes while Bangladesh disappears. The politics of climate was never going to be clean because the physics wasn't distributed evenly. Sagan mapped all of it from first principles, in a Senate hearing room, 41 years ago. The part nobody quotes He didn't say stop burning fossil fuels immediately. He said: "That has such severe economic consequences that no one will take it seriously." So he proposed something else — remove government subsidies from fossil fuels, accelerate solar, develop safe nuclear fission, and begin building international frameworks before the crisis made them impossible. That's not an environmentalist's speech. That's an economist's. Carl Sagan wrote 20 books. Cosmos was watched by 500 million people across 60 countries. He won the Pulitzer. The ideas in this testimony became the scientific foundation for a carbon market now valued at over $800 billion annually. He said one line at the end that nobody remembers. "We are all in this greenhouse together." In 1985, that was poetic. Now it's a weather report. The full testimony is free on YouTube. 17 minutes. Almost nobody outside of climate policy circles has watched it as a complete predictive model — laid out in plain language before any of it happened.

In 1986 a guy got kicked out of every casino in Vegas for counting cards. So he flew to Hong Kong with $180,000 and started betting on horses instead. He walked away with almost $900 million. It was Bill Benter. He realized horse racing was just another counting problem same math, more moving parts. He and a partner built a computer model that estimated the true odds of each horse. If his numbers showed an edge, he bet. If not, he skipped it. That’s the whole trick: Expected value. EV = p · b − (1 − p) Only bet when the probability of winning × the potential payout is greater than the chance of losing. What’s even crazier is that Benter once gave a 45-minute lecture explaining the math behind his system. That recording was never supposed to become public. And almost nobody knows it exists. This is the lecture that professional bettors and hedge fund analysts studied. The answer is in this video.

Your revenue forecast runs on an equation that has zero exact solutions gilbert strang, mit 18.06 linear algebra, lecture 16, projection matrices and least squares. then the problem. three months of data, reaching 1, 2, 2. no straight line passes through all three, zero exact solutions exist. then the fix. solve the normal equations, 3c plus 6d equals 5, 6c plus 14d equals 11. answer, d is one half, c is two thirds, one best line. then the leftover. that line predicts 7 sixths, 5 thirds, 13 sixths. actual was 1, 2, 2. the miss never hits zero, only its smallest size. then the transfer. that equation, a transpose a times x equals a transpose b, runs every model forecasting revenue, pricing risk, or reading gps. watch the moment he calls this equation the most important one in statistics. the line was never going to hit every point. the math was how close it could still get.

In 1995 a 31-year-old told his parents there was a 70 percent chance they would lose every dollar they put in. They invested $245,573 anyway. Never sold, those shares would be worth over $80 billion today. "What's the Internet?" was his Cuban stepfather's first question. Everything the son told them is in a 47-minute interview that has about 33,000 views on YouTube. The stepfather is Mike Bezos, one of 14,048 Cuban children flown to Miami without their parents between 1960 and 1962. He landed alone at 16. The son he adopted is Jeff Bezos. The interview was filmed in San Antonio in May 2001. Jeff explains why he quit Wall Street and how he spent his parents' money. Five months later Amazon stock hit its post-bubble low, about 95 percent under its 1999 peak. His method has a name that, in his words, only a nerd would give it: the regret minimization framework. Age 80. Picture yourself at 80 and pick the choice with fewer regrets. Most of them, he says, are things people never did. It is why he quit mid-year and walked away from his annual bonus. Write down the odds. He gave Amazon a 30 percent chance when a typical startup had about 10. Planning on failure, he says, takes the pressure of self-doubt off. Kill risk first. Spend the early money on the biggest problem, then the next one. Stress is a skipped phone call. It comes from not acting on something you control. The first call or email cuts most of it. Skip the gold rush. In 1849 doctors quit medicine to pan for gold. In 1999 people quit their jobs to do something on the internet. That almost never works, he says. Anyone who bought the Nasdaq at its March 2000 top waited 15 years to get back to even. "I knew that if I failed I wouldn't regret that, but I knew the one thing I might regret is not ever having tried." That is Bezos at 37. His boss had walked him around Central Park for two hours and asked him to take 48 hours before deciding. In 1999, he says, you could raise $60 million for an internet idea with one phone call and no business plan. His own round took about 60 pitches to raise $1 million. The next time a friend asks you to put money into their idea, ask for the odds you lose all of it. If they can't give you a number, keep your money.