Fooled by Randomness · ch 8 of 14
Too Many Millionaires Next Door
In a bull market everyone feels like a genius; the losers just aren't in the photo.
The rule for your portfolio
Adjust every success story for the silent graveyard of people who did the same thing and got wiped out.
The assembly hall full of coin geniuses
Imagine your whole school - a thousand and twenty-four children - is packed into the assembly hall for a strange game. Every child gets a coin. The rule is simple: flip it. Anyone who gets tails is out and sits down. Anyone who gets heads stays standing and flips again. Round after round, half the standing children sit down each time.
After ten rounds something amazing has happened. Out of a thousand children, exactly one is still standing. She has flipped heads ten times in a row. The whole hall turns to look at her. The teachers clap. Someone shouts, "She has a gift! Teach us how you do it!" A boy in the front row is already asking her which thumb she uses and how she holds the coin.
Now stop and think. Did that girl do anything clever? No. She flipped a plain coin, exactly like everyone else. She was not skilled. She was simply the one person out of a thousand who happened to land heads ten times, and somebody always does. If you make a thousand people flip coins, a "coin genius" is guaranteed to appear at the end - not because of talent, but because of sheer numbers. The gift is an illusion. The hall is applauding luck and calling it skill.
This chapter is about a place where exactly this happens with real money, all the time, to grown-ups who should know better. When markets rise for years and years, the whole country starts to look like that assembly hall - suddenly full of "investing geniuses," each one certain of their gift, each one being asked for tips at family weddings. And almost all of them are the girl who flipped heads ten times.
Why the photo lies to you
Here is why this matters so much more than a school game. When you look for someone to learn from, you naturally look at the person left standing. That is sensible in most of life - you learn to cook from the person whose food is delicious, not from the one who burns everything. But in a game ruled partly by chance, the person left standing tells you almost nothing, because someone was always going to be left standing whether skill existed or not.
Picture a photograph taken at the end of a huge boom. In the photo you see the smiling winners - the people whose money grew, who bought a flat, who quit their jobs to "trade full-time." The photo looks like proof that a certain bold, risky way of investing works. So you copy it. But the photograph has a cruel trick built into it: the people who tried the exact same bold thing and got wiped out are not in the frame. They didn't gather for the photo. They deleted their posts, stopped coming to the group chat, and quietly went back to their old jobs. The camera only ever points at the survivors.
So the photo isn't a record of what works. It's a record of who got lucky, mixed in with a few who were genuinely good, and there is no label telling you which is which. Learn your method from that photo and you are copying ten coin-flippers for every one real thinker.
The danger is not just that you admire the wrong person. It is that you then bet your own savings on a method that only ever looked good because you couldn't see its victims. You copy the survivor's daring, you take the same risks, and now you are one of the thousand coins in the air - with roughly the same chance of ending up on the floor.
How randomness manufactures geniuses
Let's slow right down and watch, step by step, how pure chance builds a genius out of nobody. This is the machine at the heart of the whole idea, and once you see it turning you can't un-see it.
Start with a big crowd all doing something risky - say, a thousand people each making bold, gambling-style bets with their money. In any single year, roughly half of them do well by luck and half do badly by luck. The unlucky half feel foolish and many quit. The lucky half feel brilliant and carry on, betting bigger. Next year, chance splits them in half again: half stay lucky, half turn unlucky and drop away. Every year the crowd of "winners" shrinks by half - and every year the ones still standing feel more certain they have a gift, because their winning streak is getting longer.
Run this for several years and you are left with a tiny handful of people who have won every single year in a row. To them, and to everyone watching, this looks impossible to explain by luck. "Nobody could win six years straight by chance!" But they could, and they did, for the same reason one child flips ten heads: you started with a thousand of them. A long winning streak feels like overwhelming proof of skill, yet a big enough crowd guarantees that a few lucky streaks will appear, with no skill involved at all.
There's a detail here that makes the illusion even stronger, and it's worth pausing on. The survivors don't just look lucky to outsiders - they feel gifted from the inside, and they feel it more strongly the longer their streak runs. Think about the lone child left standing in the assembly hall. She flipped ten heads. From her own point of view she has just lived through ten little victories in a row, each one a fresh jolt of "I did it again." Her memory is stuffed with wins and holds not a single loss, because the moment she'd lost she'd have sat down. So her honest, felt experience is one of unbroken success - and unbroken success is exactly what a real talent would also feel like. The machine doesn't only fool the crowd watching; it fools the winner themselves, handing them a genuine, lived-in certainty that they earned it. That inner certainty is what later makes them bet bigger, because from where they stand there is simply no evidence that luck was ever involved.
Notice the sneaky part: the machine does not need any real skill to produce a stream of winners. If you added a few genuinely skilled people to the crowd, they'd also tend to survive - but they'd be sitting right next to the lucky survivors, wearing the same medal, telling the same confident story. From the outside, on the day of the photo, you simply cannot tell the ten-heads flipper apart from a person who actually understands what they're doing. Both are standing. Both are smiling. Both believe.
A rising market hides everyone's mistakes
There's a second force that fills the assembly hall with fake geniuses, and it's even sneakier than the coin machine. It's the boom itself - the long stretch when markets keep climbing.
Think of a monsoon that comes early and heavy. Every field turns green - the field of the careful farmer who dug channels and tested his soil, and the field of the lazy farmer next door who did almost nothing. The rain doesn't care who worked hard. It waters everyone. Walk through the village at the peak of the monsoon and you cannot tell the two farmers apart, because both are standing in green. It is only later, when the rain stops and the dry months come, that you find out who built irrigation and who was just being carried by the weather.
A rising market is that monsoon. When the Sensex climbs for three or four years, almost everything goes up - the wisely chosen company and the reckless gamble, the patient saver and the wild punter. A person can buy the silliest, most overpriced thing, do zero homework, and still watch their money grow, simply because the whole tide is lifting every boat. And here is the trap: that person cannot feel the difference between "the market carried me" and "I am clever." From the inside, being lucky feels exactly like being skilled. The money rose, they chose it, so surely they are good at this?
The cruelty is in the timing. The boom hands out its rewards to careful and careless alike, so during the good years the careless person often looks more brilliant than the careful one - they took bigger risks, so their green field is greenest. The bill for that carelessness doesn't arrive until the tide goes out. And by then they've usually bet even bigger.
So a long boom does two things at once: it manufactures winners by pure chance, and it disguises recklessness as talent by watering every field. Put those together and you get a country briefly convinced it is full of geniuses - right up until the weather changes.
Watch it happen: Rohan feels like a genius
Let's put real rupees on the table and watch a fake genius being born. illustrative
Meet Rohan. Three years ago he had ₹3,00,000 in savings and almost no idea how investing works. The market was rising fast, so he did the simplest possible thing: he bought whichever stocks were being talked about most loudly - a couple of hot new companies, a "sure thing" someone mentioned on a video, a fashionable theme everyone was chasing. No homework, no reading of the boring reports, no thought about what could go wrong. Just buy what's going up.
And it worked. Beautifully. Over three years his ₹3,00,000 grew to about ₹5,10,000 - up 70%. Every stock he touched seemed to rise. At his cousin's wedding, relatives who once ignored him now leaned in to ask what they should buy. Rohan felt a warm, delicious certainty spreading through him: I have a gift for this. He started calling his approach a "strategy." He began to think about quitting his steady job to do this full-time. He even felt a little sorry for his careful sister, who had put her money in dull index funds and "only" made a modest return.
Now look closely at what actually happened, because Rohan cannot see it. During those exact three years, the whole market rose about 65%. In other words, Rohan barely did better than a person who bought everything blindly and went to sleep. He wasn't picking winners; the monsoon was watering his field. His ₹2,10,000 gain wasn't the reward for skill he didn't have - it was the tide lifting his boat along with every other boat in the harbour, including the boats of people who put in far less thought than he did.
Here is the quietly dangerous bit. Rohan is now more confident than a genuinely skilled investor would be, because he has never once been tested by a falling market. His confidence isn't built on a good method that survived hard times. It's built on three years of rain. And he is about to bet his job and his savings on it.
Watch it happen: the screenshots and the silence
Now let's look at why Rohan is so sure - where his evidence comes from - because it reveals the whole trick. illustrative
Rohan belongs to a group chat of eight friends who all started "trading" around the same time using the same bold, borrowed-money style of betting. Every day the chat lights up with screenshots. Aman posted a ₹90,000 profit in a single week. Arjun shared a photo of his account up 3x. The messages are full of fire emojis and "told you so." To Rohan, scrolling through it, the evidence looks overwhelming: everyone is winning with this method. How could it be wrong when eight out of eight friends are getting rich?
Except they are not eight out of eight. Let's count honestly, the way nobody in the chat ever does. Of the eight friends who started, this is what really happened over two years:
- Two - Aman and Arjun - got lucky early, their bold bets paid off, and they post constantly. Loud, visible, thrilling.
- Two are quietly flat, roughly where they started, and say nothing because there's nothing exciting to post.
- Four were wiped out. One lost most of a ₹4,00,000 savings pot. They felt ashamed, stopped opening the app, and slowly went silent. Two of them left the group entirely months ago, so their names don't even appear when Rohan scrolls.
So the true record of this method is not "everyone wins." It's "two lucky, two flat, four ruined." But Rohan will never feel that, because the chat only ever shows him the two winners' screenshots. The four graveyards make no sound. The losers don't post a photo of their empty account with a fire emoji; they just disappear. And their disappearance is invisible - an absence you have to remember to look for, because nothing on the screen points to it.
This is the survivor's photograph again, shrunk down to eight friends. The method looks like a money-machine to Rohan for one reason only: the machine's victims have been edited out of the picture - not by anyone lying, but by the plain fact that winners talk and losers go quiet.
Doing the honest sum
So what's the cure? It isn't to ignore every success story. It's to always ask one question before you're impressed: and how many people did the exact same thing and are not here to tell me about it? Then you do the sum with the silent ones put back in. Let's actually do it, in rupees, so you can feel the difference. illustrative
Imagine all eight friends had each started with ₹4,00,000. Rohan, dazzled, does the dishonest sum - the one your eyes do automatically. He looks at the two visible winners: Aman turned ₹4,00,000 into ₹9,00,000, and Arjun into ₹12,00,000. "Look," Rohan thinks, "people double or triple their money doing this." Average of the two he can see: a glorious ₹10,50,000 - up more than 160%. That number is why he wants to quit his job.
Now let's do the honest sum, with the graveyard dug back up. All eight, real outcomes:
- Aman: ₹4,00,000 → ₹9,00,000
- Arjun: ₹4,00,000 → ₹12,00,000
- Two flat friends: ₹4,00,000 → ₹4,00,000 each
- Four wiped-out friends: ₹4,00,000 → about ₹40,000 each
Add all eight ending pots together: 9 + 12 + 4 + 4 + 0.4 + 0.4 + 0.4 + 0.4 lakh = ₹30,60,000. Spread across all eight who actually tried, the true average ending pot is about ₹3,82,000 - from a ₹4,00,000 start. So the honest, graveyard-included result of this "money-machine" is a small loss on average. The typical person who tried it ended up slightly poorer, not 160% richer.
Feel the size of that gap: Rohan's eyes told him "+160%," and the truth was "slightly negative." The entire distance between those two numbers is made of people who went silent. Nothing about the method changed between the two sums - only whether you remembered to count the graveyard.
This is the single most useful habit in this whole chapter, and you can do it in your head. Whenever a result dazzles you, don't ask "how well did the winner do?" Ask "out of everyone who tried this, what happened on average - winners and corpses together?" That one adjustment turns most miracle stories back into ordinary, and often losing, bets.
Heads I'm a genius, tails it was bad luck
Now the tide goes out, and we get to the last piece - the one that lives inside your own head and is the hardest to fix. illustrative
The market finally falls. Over the next year the Sensex drops sharply, and Rohan's boldly chosen ₹5,10,000 collapses to about ₹2,40,000 - below where he first started three years ago. The monsoon has ended and his field, it turns out, had no irrigation. All that "gift" has evaporated in a few brutal months.
Here is the fascinating thing about how Rohan explains it to himself. When he was winning, the story was: "I'm winning because I'm clever. I read the market. I have a gift." Now that he's losing, does he update to "I was never clever - I was just lucky, and the luck ran out"? Almost never. Instead the story flips to protect him: "The crash wasn't my fault. The RBI changed rates. There was bad global news. Big players manipulated it. I was unlucky." Winning was skill; losing was bad luck. His ego is safe, his sense of being gifted survives - and, disastrously, he learns nothing. He'll do the same thing again in the next boom.
Watch how neat and total the trap is. If every win is proof of your skill and every loss is proof of your bad luck, then no experience can ever teach you that your method is poor. You have built a story that can only ever flatter you. And a story that always flatters you is a story that never improves you.
Contrast Rohan with his sister Aayra, who invests calmly and keeps a small notebook. In it, before each decision, she writes down why she's doing it and what would have to be true for it to be a good idea. When something works, she checks the note: was I right for the reason I thought, or did I just get lucky? When something fails, she checks it too, honestly. Because she separates the decision from the outcome, she can tell her skill apart from her luck - and so she actually gets better over the years, slowly, while Rohan just gets more confident. Aayra's returns are quieter than Rohan's were at the peak. But hers are hers, and they survive the winter.
Where people trip up
The slip is almost never stupidity. It's that survivorship bias is built into what you can see. Winners are loud and losers are silent, so the raw evidence arriving at your eyes is already bent toward "this works" before you've thought about anything. You have to actively correct for a distortion you cannot feel.
It gets worse in three ordinary ways. First, social media and group chats are pure survivor-photographs - engineered to show wins and hide wipe-outs, because a win gets posted and a ruin gets deleted. Second, a long boom makes everyone's results look good at once, so the correction ("am I skilled or just carried?") feels unnecessary exactly when it matters most. Third, your own mind runs the self-attribution trick automatically, filing wins under "me" and losses under "bad luck," so you never notice you were one of the lucky coins.
Where this idea can mislead you
Now the honest part, because this idea has an edge that can cut the wrong way if you swing it too hard.
The first misreading is to decide that every winner is just lucky, so skill doesn't exist and nobody is worth learning from. That's too far. Survivors are not proof of nothing. Real skill does exist, and some of the people standing at the end of the boom genuinely earned it - through patience, honest homework, and avoiding ruin. The point was never "all success is luck." It's that on the day of the photo you can't easily tell luck from skill, so you should stay humble and look for evidence beyond the streak - a sensible method, a long record that includes bad years, results that beat a plain index after the tide turned. Dismissing all winners is just as lazy as worshipping them.
The second misreading is to freeze. If a rising market can flatter recklessness, a nervous person might conclude they should never invest at all - sit in cash forever, safe from the coin game. But that's a different, quieter way to lose, because idle savings shrink against rising prices year after year, and a boring index fund of the whole market is close to the opposite of a wild single bet. The lesson isn't "don't play." It's "don't mistake a lucky punt for skill, and don't bet the farm on a method that has only ever seen sunshine."
There's also a timing trap worth naming plainly. This whole idea is most useful precisely when it feels most unnecessary - near the top of a long boom, when everyone around you is green and confident. That's exactly when the survivor photos are loudest, the graveyard quietest, and the temptation to abandon caution strongest. And it's most tempting to overuse - to turn bitter and dismiss everyone - right after a bust, when the corpses are suddenly visible and cynicism feels like wisdom. So the same idea can mislead you in opposite directions depending on the weather: it makes you reckless if you drop it in the boom, and sour if you over-apply it in the bust. The steady path is to hold it the same way in all seasons - humble about your own streak when times are good, and still willing to believe real skill exists when times are bad.
And a third, subtle caution: this idea is easiest to aim at other people and hardest to aim at yourself. It's simple to see that a stranger's screenshots hide a graveyard. It's painful to admit that your own good three years were mostly the tide. The whole value of the chapter only arrives when you turn the mirror around - when you're willing to ask whether you are the ten-heads flipper who just hasn't landed tails yet. Used on others, it makes you cynical. Used on yourself, it makes you wise.
Carry forward
- A game ruled partly by chance always produces a few big winners, with no skill involved - flip a thousand coins and someone lands ten heads. So a long winning streak, on its own, is weak evidence of a gift. Look for a real method and a record that survived bad years, not just a shiny result.
- Success stories reach you pre-bent, because winners post and losers go silent. A group chat, a viral video, a boom-time crowd - each is a survivor's photograph with its victims cropped out. Before copying anyone, do the honest sum with the silent ones put back in; it usually turns the miracle back into an ordinary, often losing, bet.
- Your own mind runs the same trick from the inside, filing wins under "my skill" and losses under "bad luck," so you never learn. Beat it by writing down why before you act, so that later you can tell your skill apart from your luck.
flip a thousand coins and one lands ten heads, and a long boom fills the country with people just like her - feeling gifted while the rising tide quietly waters every field, careful and careless alike - so before you copy any winner, count the silent graveyard of people who did the very same thing and vanished, beat a plain do-nothing index over the same years, and write down your reasons in advance, because on the day of the photo you cannot tell luck from skill, and only the tide going out will develop the picture.