Ed Thorp, 20 years, 20% annual returns after fees, zero losing quarters. He took Kelly's formula out of a physics paper and used it to beat blackjack first, then beat Wall Street
Before Thorp, professional gamblers just felt their way through bets. Casinos assumed the house edge was unbeatable, full stop
Thorp read Kelly's paper, built the math into a card-counting system, wrote Beat the Dealer, and casinos across Nevada started barring him at the door. So he did the same thing to the market instead
1974, Princeton/Newport Partners. Kelly sizing on every trade. 20% annualized after fees. Two decades. Not one losing quarter
The fund never blew up on its own math. It got shut down chasing Michael Milken's junk bond scandal at Drexel - Thorp was cleared, the firm wasn't spared
The formula never failed him. Someone else's crime did.
Ed Thorp, 20 years, 20% annual returns after fees, zero losing quarters. He took Kelly's formula out of a physics paper and used it to beat blackjack first, then beat Wall Street
Before Thorp, professional gamblers just felt their way through bets. Casinos assumed the house edge was unbeatable, full stop
Thorp read Kelly's paper, built the math into a card-counting system, wrote Beat the Dealer, and casinos across Nevada started barring him at the door. So he did the same thing to the market instead
1974, Princeton/Newport Partners. Kelly sizing on every trade. 20% annualized after fees. Two decades. Not one losing quarter
The fund never blew up on its own math. It got shut down chasing Michael Milken's junk bond scandal at Drexel - Thorp was cleared, the firm wasn't spared
The formula never failed him. Someone else's crime did.
John Kelly Jr., Bell Labs physicist one equation, 1956 built more billionaires than Harvard
He wasn't solving gambling
He was fixing noisy phone lines at Bell Labs
One paper, not about money, about signal versus noise
One line inside it became the most copied formula in trading history
f* = edge / odds
Ed Thorp used it to beat blackjack, then Wall Street
Claude Shannon ran it on the stock market in his spare time
Every fund that's survived three decades sizes its bets by some version of it
Kelly never saw any of it
March 18, 1965, a stroke on a Manhattan sidewalk, six packs a day, he was 41
The paper still doesn't mention gambling once
Harry Markopolos, a quant analyst, spent 9 years warning the SEC about the largest fraud in history.
29 red flags. 21 pages. They ignored him five times
He wasn't guessing 1999, Markopolos was asked to replicate Madoff's returns for his own firm. He couldn't. Nobody could
Not because the strategy was too good, because the math didn't work
He ran the numbers and saw only two explanations Madoff was either the greatest trader alive, or running the biggest fraud in history
He picked the second one, and started building the case
By 2005 he had 29 separate red flags, mathematical proof the returns were impossible, laid out in a 21-page memo titled "The World's Largest Hedge Fund is a Fraud"
He sent it to the SEC. Then sent it again. Five times, over nine years. He was so certain Madoff's money touched the Russian mob that he checked under his car for bombs and carried a gun
The SEC opened a file, made a few calls, closed it.
Every time. December 2008, the fraud collapsed on its own, exactly the way Markopolos predicted years earlier
He was right the whole time. Nobody with the power to stop it wanted to hear it
Harry Markopolos, a quant analyst, spent 9 years warning the SEC about the largest fraud in history.
29 red flags. 21 pages. They ignored him five times
He wasn't guessing 1999, Markopolos was asked to replicate Madoff's returns for his own firm. He couldn't. Nobody could
Not because the strategy was too good, because the math didn't work
He ran the numbers and saw only two explanations Madoff was either the greatest trader alive, or running the biggest fraud in history
He picked the second one, and started building the case
By 2005 he had 29 separate red flags, mathematical proof the returns were impossible, laid out in a 21-page memo titled "The World's Largest Hedge Fund is a Fraud"
He sent it to the SEC. Then sent it again. Five times, over nine years. He was so certain Madoff's money touched the Russian mob that he checked under his car for bombs and carried a gun
The SEC opened a file, made a few calls, closed it.
Every time. December 2008, the fraud collapsed on its own, exactly the way Markopolos predicted years earlier
He was right the whole time. Nobody with the power to stop it wanted to hear it
Stanley Druckenmiller. One trading rule, 30 years, never broken. In 2023, he broke it
Paul Tudor Jones asked him what his own obsession with the national debt had cost him
"After the crash of 1987 I was so worried about debt to GDP, it caused me to be short the stock market for the entire decade of the 90s"
Druckenmiller's rule for 30 years: never let my obsession with the debt interfere with my trading, because I felt it would never have market impact
Then he explains what changed his mind
Argentina, from 2020 to 2023, their central bank financed 60% of their deficit. They got 122% inflation The Fed, by the way, financed 60% of ours - just a kind of a fun fact
By 2043 interest expense will be 7% of GDP
That is 144% of all current discretionary spending
So the politicians telling you they're not going to cut entitlements it's just an outright lie
The position he's actually in right now
I bought a massive leverage position in two years
I'm short 30 years. I'm actually long fixed income for the first time since 2020