FINILLÍN

Her ex posted her naked photos for millions of people to see. She lost a $100 million court war against the Kardashians, had her body pumped full of silicone, and was drinking so hard she says she was tired of waking up as herself. It all started with a girl who just wanted to pay for college. Then, at 4 a.m. one night, she called her bishop and told him she was deleting everything. In the video below, she explains the moment she decided to kill “Blac Chyna” and become Angela again. Her name is Angela White. She grew up in Washington, D.C. The summer after high school, she started dancing in strip clubs to pay for college. She says the name “Blac Chyna” was born on a strip club stage in Miami. The character took over. Rappers’ music videos. Instagram fame. Reality TV. Then she got engaged to Rob Kardashian and had his daughter. In 2017, after they split, he posted explicit photos of her on Instagram. Instagram took them down. A court gave her a restraining order. But the photos were already everywhere. She sued the Kardashian family. In 2022, a jury ruled against her. She walked away with nothing. In 2020, in the middle of that court fight, she joined OnlyFans. She says she made millions. She had silicone injected into her body. Fillers in her face. She partied. She relapsed again and again. She said: “I was honestly just tired of myself.” In May 2022, she asked friends to find her a church. She got baptized a few days before her birthday. On September 14, 2022, she quit alcohol. That winter, she called her bishop and shut down her OnlyFans. No backup plan. Then she started taking the character apart. She had the silicone removed. She dissolved her fillers six times. She had a breast reduction. She made peace with her estranged mother. Her mother said: “Seeing her sober, no makeup, fillers gone, this is who I birthed.” Today she goes by her real name, Angela White. She says she has been sober since September 2022. Can you really kill a character the whole world fell in love with, and still find the person underneath?

A man on a porn set slammed her head into a wall while the director kept filming. Most girls quit within six months. She didn’t. In the video below, she tells the whole story herself, from the trailer she grew up in to the day she decided nobody was going to break her. She grew up in Savannah, Georgia, in a small trailer with no money. Her father was never around. Her parents met working at McDonald’s. At school she was the quiet girl in Walmart clothes and big glasses. Kids made fun of her. But she was brilliant. She finished high school two years early and started college at 15 on two scholarships. She wanted to be a pharmacist. Then she followed a guy to Miami. Everything he’d told her was a lie. His friends stole the laptop her grandmother gave her for graduation, the only nice thing she had ever owned. She ended up alone, sneaking into hotel rooms to sleep. A man who said he was a modeling agent offered her work. Then he told her what kind of work. She hung up. A few days later, she called back. She needed a place to live. Her mom gave her one piece of advice: if you’re going to do this, don’t be the girl who made one video. Be the best. So she was. Directors said she was better than women who’d been there for decades. She won her first award, and it meant everything to her. Then came the assault on camera. She says she gave every sign that she wanted to stop. She called it what it was: rape. She could have disappeared after that. Instead, she stayed, and started speaking up about drugs on set and directors who pressure 18-year-old girls into saying yes. The industry average is six months. She’s lasted nine years. Today she’s 27. She wants to direct. She wants her own studio, her own podcast. She says anything she does, she goes big or goes home. The girl from the trailer survived everything they put in front of her. What do you think made the difference: her mom’s advice, or the fact that she’d already survived worse before she was 18?

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.