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David Equalizer retweeted
In April 2001, Mariah Carey signed the most expensive record deal in pop history.
Virgin Records agreed to pay her $100 million for five albums.
She was leaving Sony after a divorce from Tommy Mottola, the head of the label, and she wanted freedom, control, and a fresh start. The music industry called it the contract of the decade. Mariah thought she had finally won.
Five months later, everything began to fall apart.
On September 11, 2001, Carey released the Glitter album. The companion film followed weeks later. But the release landed in the worst possible moment.
The attacks hit America. The country was not listening to pop. The album stalled. The film earned only a few million dollars against a $22 million budget. Critics tore it apart.
Before the release, Carey had already started to break. In July 2001, after a public appearance on MTV that frightened fans, she was hospitalized for extreme exhaustion.
In her 2002 NBC Dateline interview below, Carey reflects on the grueling corporate pressure, explaining how the label's non-stop demands left no room for her to set personal boundaries or recover.
The industry that had toasted her $100 million contract turned its back. Radio ignored her. Press coverage turned cruel. The story was no longer about a star at her peak. It was about a woman falling apart on camera while the world watched.
In January 2002, Virgin and Carey ended the deal. Virgin paid her roughly $28 million to walk away. She had delivered no hits. She had made one film nobody remembered. And she left with a check larger than most artists earn in a lifetime.
The industry had written her off. It was wrong.
Carey signed with Island Records, disappeared from the spotlight to recover, and in 2005 returned with The Emancipation of Mimi.
The album sold over 10 million copies worldwide and produced the biggest single of the year in the United States. The singer the industry had buried was, once again, standing at the top.
David Equalizer retweeted
For 20 years, Gypsy Rose Blanchardâs mother told the world her daughter had leukemia and muscular dystrophy, shaved her head, and kept her in a wheelchair with a feeding tube. Gypsy could walk. She wasnât sick at all. In 2015, her online boyfriend stabbed her mother to death while Gypsy hid in the bathroom.
In the video below, she explains what it was like to be a prisoner in her own body, and why she finally broke.
Her mother, Dee Dee, was the perfect caregiver in everyoneâs eyes. A single mom devoted to her very sick little girl.
Gypsy had a wheelchair. An oxygen tank. A feeding tube. Her head was shaved, so she looked like she was going through cancer treatment.
Strangers gave them money. Charities sent them on trips. After Hurricane Katrina, Habitat for Humanity built them a pink house in Missouri.
The doctors couldnât find anything wrong with her. One of them suspected the truth: the mother was making her sick. Nobody stopped it.
Gypsy wasnât allowed friends. She was told she was years younger than
David Equalizer retweeted
At 4 a.m. on November 13, 2022, 19-year-old Dylan Mortensen opened her bedroom door and watched a man in a black mask walk right past her. By morning, four of her friends were dead in the rooms around her.
In July 2025, she stood in a courtroom and looked the killer in the eye.
In the video below, the girl who survived the University of Idaho murders speaks for the first time.
Dylan lived in a six-bedroom house near campus with her best friends: Kaylee Goncalves, Madison Mogen and Xana Kernodle. That night, Xanaâs boyfriend, Ethan Chapin, was staying over.
Around 4 a.m., Dylan heard noises. She opened her door and saw a man dressed in black, with a mask over his mouth and nose. She remembered his bushy eyebrows.
He walked past her and out of the house.
She locked her door. She froze in shock. She didnât know yet what had happened behind the other doors.
Four students were stabbed to death that night.
For seven weeks, the whole country wondered who did it. Then police arrested Bryan Kohberger, a criminology PhD student from a nearby university. He was studying crime.
He stayed silent for more than two years.
Online, people blamed Dylan. Why didnât she call 911 right away? Strangers turned the 19-year-old who had just lost her friends into a suspect in their comment sections.
In July 2025, Kohberger pleaded guilty to all four murders.
At his sentencing, Dylan stood up and faced him. She said he had shattered her âin places I didnât know could break.â
Then she said: âHe will never get to take my voice.â
He got four life sentences without parole. He will die in prison.
Kayleeâs sister, Alivea, looked at him and said: âNo one is scared of you today.â
Would you have been able to stand in that room and speak?
David Equalizer retweeted
At 4 a.m. on November 13, 2022, 19-year-old Dylan Mortensen opened her bedroom door and watched a man in a black mask walk right past her. By morning, four of her friends were dead in the rooms around her.
In July 2025, she stood in a courtroom and looked the killer in the eye.
In the video below, the girl who survived the University of Idaho murders speaks for the first time.
Dylan lived in a six-bedroom house near campus with her best friends: Kaylee Goncalves, Madison Mogen and Xana Kernodle. That night, Xanaâs boyfriend, Ethan Chapin, was staying over.
Around 4 a.m., Dylan heard noises. She opened her door and saw a man dressed in black, with a mask over his mouth and nose. She remembered his bushy eyebrows.
He walked past her and out of the house.
She locked her door. She froze in shock. She didnât know yet what had happened behind the other doors.
Four students were stabbed to death that night.
For seven weeks, the whole country wondered who did it. Then police arrested Bryan Kohberger, a criminology PhD student from a nearby university. He was studying crime.
He stayed silent for more than two years.
Online, people blamed Dylan. Why didnât she call 911 right away? Strangers turned the 19-year-old who had just lost her friends into a suspect in their comment sections.
In July 2025, Kohberger pleaded guilty to all four murders.
At his sentencing, Dylan stood up and faced him. She said he had shattered her âin places I didnât know could break.â
Then she said: âHe will never get to take my voice.â
He got four life sentences without parole. He will die in prison.
Kayleeâs sister, Alivea, looked at him and said: âNo one is scared of you today.â
Would you have been able to stand in that room and speak?
ĐŃдоО (YouTube):
David Equalizer retweeted
A man on a porn set slammed her head into a wall while the director kept filming. Most girls quit within six months. She didnât.
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 McDonaldâs.
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 heâd 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 youâre going to do this, donât be the girl who made one video. Be the best.
So she was. Directors said she was better than women whoâd 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. Sheâs lasted nine years.
Today sheâs 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 momâs advice, or the fact that sheâd already survived worse before she was 18?
David Equalizer retweeted
At 10, Richard Ramirez slept in a cemetery at night, because the graves felt safer than his fatherâs house.
At 12, his cousin came home from Vietnam and showed him Polaroids of what heâd done to women there.
As a teenager, he watched that cousin shoot his wife in the head. Her blood hit his face.
Ten years later, all of Los Angeles was afraid to sleep with the windows open.
In the video below, from death row in 1993, a reporter asks him if he feels any remorse. Listen to how he answers.
He was born in El Paso on February 29, 1960. A leap-day baby. The fifth child of Mexican immigrants.
His father had a violent temper. Little Richard learned to disappear. The cemetery was the one place nobody came looking.
His cousin Mike was a war hero to him. Mike taught him how to move without being heard. How to take a life quietly. Richard later said the photos excited him.
After the shooting, nobody got him help.
He drifted to California. Drugs. Petty theft. Then, in 1984, something worse.
By the summer of 1985
David Equalizer retweeted
Kevin Costnerâs wife asked for $248,000 a month in child support. In court, she said she didnât know how sheâd afford groceries.
They had a prenup. It gave her 30 days to leave his house after she filed for divorce. A judge had to order her out.
They married in 2004 and had three children. In May 2023, after 18 years, she filed. The house was his, bought in 1988, before the marriage.
The prenup paid her $100,000 on the wedding day, $100,000 on the first anniversary, and $1 million after she filed.
He offered about $51,000 a month. A judge set $129,755 for now. She asked for more.
She moved into a $40,000 a month rental and said it wasnât enough for the kids.
That summer, she was photographed on vacation in Hawaii with a family friend, Josh Connor.
In September 2023, the judge decided: $63,209 a month.
In the video below, Kevin arrives at court: âWeâre talking about somebody I love on the other side.â Then listen for what she says is in the kidsâ DNA.
She later married Josh Connor.
The case for Christine: 18 years, three kids, and a husband who made over $1 million a month on Yellowstone.
The case for Kevin: she signed the prenup, and their oldest son drives a 15 year old truck.
Was $63,209 a month for three kids fair, or did she ask for too much?
David Equalizer retweeted
Cornelius Vanderbilt died in 1877 with $100 million, more money than the U.S. Treasury. In 1973, 120 of his descendants gathered at Vanderbilt University. Not one of them was a millionaire.
His great-great-great-grandson is Anderson Cooper. At 14 he was walking up the stairs at home and heard his mother, Gloria Vanderbilt, on the phone: "Well, I'll always be able to make money."
"I remember stopping and freezing⌠and thinking: we are doomed."
At 13 he'd been telling her to open a savings account. By 14 he was working as a child model.
By 1885 the Commodore's son had more than doubled the fortune, to about $230 million. Then the next generation's wives decided to take over New York society. "And then the spending begins."
Worked out.
$230 million in 1885. Left alone at a plain 5% a year until 1973:
about $17 billion. Split 120 ways:
about $140 million each.
What the 120 actually had:
not one had $1 million.
Spending only the 5% would have paid the family $11.5 million a year, in 1885 dollars, forever.
Keep this part. A fortune doesn't need a thief. It only needs each generation to spend a little more than it earns, and more heirs to split what's left.
Gloria inherited what remained, then made her own money with jeans. Anderson's parents made sure he knew: "There wasn't some pot of gold waiting for me, and I'm glad."
The clip is three minutes. Watch him on the stairs, then decide.
You have $100 million and one child. How much do you leave them?
David Equalizer retweeted
Richard Kuklinski was a contract killer for the Gambino crime family. He claimed to have murdered between 100 and 250 people. He earned the nickname "The Iceman" because he froze his victims' bodies in industrial freezers for years to confuse medical examiners and make it impossible to determine time of death.
He used guns, knives, crossbows, cyanide, and his bare hands. No signature. No pattern. Impossible to track. For decades he lived a double life in New Jersey as a quiet family man while working as one of the most feared hitmen on the East Coast.
In the video below, Kuklinski sits across from a psychoanalyst in a prison interview - and within two minutes the doctor pushes the wrong button and watches a man who killed over a hundred people start to lose his composure in real time.
The doctor asks how much someone would have to humiliate him before he'd become obsessed with killing them.
Kuklinski doesn't flinch. He says it depends on his mood. If he was edgy - it wouldn't take much. If he was passive - the person might get away with it.
Then the doctor says something and Kuklinski stops.
"You almost made me mad," he says quietly.
The doctor asks what triggered it. Kuklinski says he doesn't know. He feels a little flushed. A little annoyed. Then he says the one thing that makes the whole room go cold:
"I don't think it's gone to the point that I'm actually going to do anything stupid."
The doctor keeps pushing. Asks who used to criticize him most.
Kuklinski doesn't hesitate.
"My father."
A man who froze bodies to hide his crimes, sitting in a prison chair, still flinching at the memory of his dad.
Was Richard Kuklinski born a killer, or did someone make him one long before the Gambino family ever found him?
David Equalizer retweeted
Peter Scully was an Australian crminal sentenced to life in prison plus 129 years. His victims were children. The youngest was just 18 months old. He held young girls captive, subjected them to horrific abse, filmed his crimes, and distributed child exploitation material to offenders around the world. After fleeing Australia, he operated in the Philippines until authorities finally arrested him in 2015.
When they caught him, prosecutors from 60 Minutes to the FBI called him the most depraved individual they had ever encountered in over two decades of law enforcement.
In the video below, a reporter from 60 Minutes Australia sits face to face with Scully inside a Philippine maximum security prison - and describes it as the most disturbing moment of her 26-year career.
She refused to watch his videos before the interview. She said once you see something like that you can't unsee it. Colleagues who did watch them were visibly traumatized for days afterward.
Sitting across from him was worse than she expected.
He was smug. Arrogant. He smiled at her questions. When she asked about remorse he paused, looked her in the eye and said: "That's a good question. Well done."
She walked through the house afterward. Up the same stairs those children were taken up. In broad daylight. With a police officer beside her. She said even that was enough to make her skin crawl.
There was a shallow grave in the yard.
Interpol. The FBI. The Philippine National Police. It took three major law enforcement agencies to bring him down. What finally broke the case was a single local officer following a gut instinct nobody else believed in.
The reporter said she got to go home after the interview. She wasn't sure how long his smugness lasted after she left.
Some people sit across from you and you understand immediately that the word "monster" was invented specifically for them.
David Equalizer retweeted
Ted Bundy murdered at least 30 women across 7 states. He drove them in a Volkswagen Beetle - same car, same smile, same routine. The FBI called him the most organized serial killer in American history. Netflix made a $30 million series. Zac Efron played him on screen. He was executed in Florida in 1989.
His little brother Rich was 12 years old, rafting rivers with him on weekends, sitting in the back seat of that same Volkswagen, thinking his big brother had everything figured out.
In the video below, Rich Bundy tells the story of the moment he realized Ted had sent him home early to go murder someone.
They were at the airport. Rich was upset - Ted had cancelled their plans out of nowhere, no explanation. As they waited to board, Rich glanced over at his brother's face.
Ted was staring into the distance. Horrified. Disgusted. By something only he could see.
Rich didn't understand it then. He does now.
Ted had been loading the Volkswagen with rope, handcuffs and a crowbar before their trips together. He would pick up young women on the same roads they drove. Rich was in the back seat for some of those drives without knowing what the bag in the trunk was for.
Ted sent him home that day because he felt the urges coming and didn't want his little brother in the car when it happened.
That one decision broke Rich completely. He spent decades sitting alone in a camper, sometimes not leaving for three days at a time. Can't hold a normal life together. Says he's gotten used to jimmying his way through existence.
Ted protected him from one night. The knowledge of what that night was destroyed the rest of his life anyway.
Was Rich Bundy a victim of his brother, or did surviving that family come at a price nobody could have paid?
David Equalizer retweeted
In 1993, Jeffrey Dahmer was 33 years old, serving 999 years inside a maximum security prison in Wisconsin. Three guards escorted him everywhere. One on each arm. Handcuffs on at all times. The most dangerous human being in America - kept alive only so he could rot in a cell.
This interview was never meant to be seen. It sat in the Inside Edition archives for 30 years.
In the video below, a monster wearing a human face sits across from journalist Nancy Glass and answers the one question nobody expected him to answer honestly.
Are the urges still there?
He paused. Then said he wished he could tell her they were gone. But no. Even locked inside concrete and steel, serving nearly a thousand years - the compulsions that turned him into a predator were still hunting inside his head.
He didn't kill out of rage. Not out of hatred. He said he killed 17 men because he wanted to keep them. That the obsession grew until skulls and skeletons weren't enough. Then came cannibalism. Spoken the same way a normal man would describe a habit he couldn't shake.
He asked for several breaks during filming.
His hands wouldn't stay still the entire time.
Fourteen months after this interview, another inmate killed him in prison. When asked what he deserved, Dahmer didn't hesitate for a second.
"I deserve death," he said.
Some people are beyond saving. Some things wear a human face and never were one.
Was there ever a version of this story that ended differently?
David Equalizer retweeted
Warren Buffett disowned his granddaughter in 2006, writing that he had never accepted her as his grandchild, legally or emotionally.
Buffett has largely avoided publicly discussing what happened between them. In the video below, Nicole Buffett tells her side of the story.
Nicole had grown up as part of the Buffett family after Warrenâs son Peter adopted her. She visited Warren in Omaha, called him Grandpa, and Warrenâs wife Susan even referred to Nicole as one of her âadored grandchildren.â
But being the granddaughter of one of the richest men in the world never meant living like one.
Warren paid for her education, but Nicole didnât have access to his fortune. She worked with children at Family Human Services in San Francisco and built her own life while carrying one of the most famous surnames in American business.
Then their relationship fell apart after Nicole appeared in The One Percent, a documentary about wealth inequality.
She later received a letter from Buffett telling her that he had not emotionally or legally adopted her as a grandchild, and that the rest of his family had not adopted her as a niece or cousin either.
One detail made the letter even more painful.
Buffett signed it simply âWarren.â
Nicole still had a card from only a year earlier signed âGrandpa.â
One of the richest men in the world had spent years as her grandfather. Then a letter told her he no longer considered himself one.
Do you think Buffett had the right to draw that line, or did he take it too far?
Save the video to finish Nicoleâs story later, and follow for more heartbreaking stories from behind the lives of the worldâs most famous billionaires.
David Equalizer retweeted
Sam Altman invited Peter Thiel to Stanford to teach a lesson most entrepreneurs still ignore.
His message?
âCompetition is for losers.â
In his famous 2014 Stanford lecture, Thiel explained why the biggest businesses donât win by fighting competitors.
They win by building something nobody else can offer.
Stop asking how to beat your competition.
Ask yourself:
What can I build that makes competition irrelevant?
Because the goal isnât to win the same game.
Itâs to create a game nobody else can play.
David Equalizer retweeted
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.
Thatâs the whole trick:
Expected value.
EV = p ¡ b â (1 â p)
Only bet when the probability of winning Ă the potential payout is greater than the chance of losing.
Whatâs 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.
David Equalizer retweeted
two gas stations across the street can't stop destroying their own margins
ben polak, yale university, econ 159 game theory, lecture 1.
then the baseline. quebec city, over 300 gas stations, margins averaging 5.64 cents per liter in the late 1990s, about 9 percent of the price.
then the collapse. a price war starting january 2000 drove those margins from 5.64 cents to nearly zero, and it lasted almost a full year.
then the reason nobody blinks first. pricing just 2 cents above a neighboring station could cost a station 36 percent of its volume.
then the transfer. both stations do better holding price high together, but each is individually better off undercutting, so undercutting is what happens.
watch the moment he calls undercutting 'bad for the firm, bad for industry profit.'
the price war was never bad strategy. it was the dilemma working exactly as predicted.
David Equalizer retweeted
The fund that just beat the market was always going to stop beating it
peter kempthorne, mit 18.s096, mathematics with applications in finance, lecture 6.
then the base case. of large cap funds top quartile as of december 2022, zero percent stayed there two years later. pure chance predicts 6.25 percent.
then the longer window. funds top quartile as of december 2020 did worse, not better. not one stayed top quartile four years later.
then the exception. small cap funds held up slightly better, 6 percent of the 2022 top quartile stayed there two years on, down from 10 the year before.
then the transfer. buying last year's best fund bets against a pattern that erases itself faster than random chance would.
watch the moment he shows a fitted line pulling extreme points back toward the average.
the hot streak was never a trend. it was the part of the data closest to disappearing.
David Equalizer retweeted
A bbb credit rating is a coin that only remembers its last flip
john tsitsiklis, mit 6.041sc, probabilistic systems analysis, lecture 16, markov chains.
then the matrix. s&p's own data, 1981 to 1996, a bbb company stays bbb 82.49 percent of the time in one year. nothing further back matters.
then the slide. 5.81 percent of bbb companies get downgraded within that year, to bb, b, or ccc. real risk, ignored by most bond buyers.
then the default. outright default inside that year hits only 0.17 percent of bbb companies, 34 times rarer than a plain downgrade.
then the transfer. a markov chain predicts next year from this year's grade alone. the real risk in a bbb bond is the slide, not the cliff.
watch the moment he shows the next state depends only on where it stands now, not how it got there.
the rating was never a cliff edge. it was always a slope, graded in percent per year.
David Equalizer retweeted
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.