Books Skin in the Game The Facts Are True, the News Is Fake

Skin in the Game · ch 11 of 14

The Facts Are True, the News Is Fake

The individual facts can be true while the overall story the news builds from them misleads.

The rule for your portfolio

Go to filings and primary data; treat financial-media narratives as accountability-free entertainment.

True bricks, crooked wall

Imagine your class plays a cricket match against another class, and afterwards two children write a little report about it for the school notice board. Both children promise to write only true things. Not one made-up word. And yet, when you read the two reports, they seem to describe two completely different afternoons.

The first report says: "Our team hit three huge sixes. Aayra took a brilliant catch. The other team dropped an easy ball. We fought bravely to the very last over." Every sentence is true. You put the report down feeling your class was magnificent.

The second report says: "The other team scored more runs than us. Their bowler took four wickets. We were all out with two overs still left. They won by a clear margin." Every one of those sentences is also true. You put this report down feeling your class was thumped.

So which report lied? Neither. Every single fact in both is real. The trick was never in inventing facts. The trick was in choosing which true facts to show you and which to quietly leave out. The first writer collected the happy true bricks and built a wall that says "we were heroes." The second writer collected the sad true bricks and built a wall that says "we were beaten." Same match. Same true bricks lying around. Two crooked walls.

That is the whole idea of this chapter, and it is one of the most important things you can ever learn about reading the world: the facts can each be true while the story built from them is false. A story is not just its facts. A story is a selection of facts, arranged in an order, with a feeling attached. And the person doing the selecting can walk you almost anywhere they like without telling a single lie.

Who is paying for the story?

Now here is the question that turns this from a cute puzzle into something that protects your money for life: why would someone show you only the happy bricks or only the sad ones? Why not just show you all of them?

Because most stories you meet are not built to inform you. They are built to do something to you. The class reporter who wanted the notice board to cheer for her team chose the happy bricks on purpose. She wasn't lying; she was aiming. And once you understand that a story has an aim, you can ask the single most useful question in the world: who benefits if I believe this?

Think about the news and the internet the way you'd think about a sweet shop. The shop doesn't stay open by keeping you healthy. It stays open by keeping you coming back. In the same way, a huge amount of what reaches your eyes - headlines, videos, tips, breathless messages in a family group chat - is made by people whose living depends not on you understanding the truth, but on you clicking, watching, and reacting. A calm, complete, boring story ("the company did roughly fine, about as expected") earns nobody anything. A thrilling, lopsided story ("this share could change your life!" or "everything is about to crash!") pulls your eyes like a magnet. So the loud stories that reach you are, on average, the ones best shaped to grab you - not the ones best shaped to be true.

This is the deep reason the fake-story problem never goes away. It's not that the world is full of liars inventing facts. It's that the world is full of people who profit from your attention, and the cheapest, safest way to capture attention is to take real facts and arrange them into something exciting and lopsided. They never have to lie, so they never get caught. The distortion hides in the choosing, and the choosing is invisible unless you go looking for it.

For an investor, this matters more than almost anything, because an investor is a person who moves real rupees based on stories. If your stories are quietly bent, your rupees follow the bend. So the skill we are building here is not "spot the liar." Liars are easy. The skill is far rarer: spot the true-but-bent story, and learn to walk past the storyteller straight to the facts themselves.

How a true story gets bent

Let's slow right down and look at the machine that turns true facts into a false feeling. It has three simple levers, and once you can name them, you start seeing them everywhere.

The first lever is selection - choosing which true facts to include and which to drop. This is the cricket report. Keep the sixes, drop the wickets. Nothing false is said; a great deal true is left unsaid.

The second lever is framing - how you dress a true number so it feels big or small. "Sales grew by a whopping 40%!" sounds thrilling until you learn sales were tiny to begin with, so 40% of tiny is still tiny. Same true number, different costume.

The third lever is order and feeling - putting the exciting fact first and loud, and the boring caveat last and quiet, so the feeling lands before the correction can catch up. You feel "amazing!" in the headline and only much later, in small print, meet the words "over the next five years, subject to conditions."

ALL the true factsgreen = exciting-but-truegrey = dull-but-truea storytellerwith an aimthe STORY you getnothing false was said - the dull true facts were simply left behind
How a true story gets bent. All the real facts sit in the pile on the left. A storyteller with an aim keeps the exciting true ones, quietly drops the dull true ones, dresses up what's left, and hands you a lopsided 'story' - without ever saying a false word. [illustrative]illustrative

Notice that none of these three levers requires a lie. That's exactly what makes them so hard to catch and so dangerous. A lie can be checked and exposed. A selection cannot, because everything in it is true - you can only catch it by knowing what was left out, and to know that, you have to leave the story behind and go find the full pile of facts yourself.

Watch it happen: the shrinking order

Let's put real rupees on the table and watch a true-but-bent story cost someone money. illustrative

Meet Rohan, who has been investing for a year and reads the news carefully every morning. One day a headline flashes across his phone: "[Company] wins ₹500 crore mega-order - shares surge!" The share price is already jumping as he reads. His heart speeds up. Five hundred crore! That's enormous for a company this size. The story practically shouts get in before it's too late. Rohan puts ₹1,00,000 into the share that afternoon, near the excited high.

Now, the headline was true. There really was an announcement, and it really did mention five hundred crore. But Rohan bought the story about the announcement, not the announcement itself. He never opened the actual document the company filed with the stock exchange - the plain, dull, official page that anyone can read for free. Let's open it now, the way he should have.

The filing says the company received a "letter of intent" - not a signed, binding order, but a statement that a customer intends to place work. The five hundred crore is the total value spread across the next five years, and even that is a ceiling, not a promise; the actual work depends on future purchase orders that may come in smaller. So the true picture is: maybe about a hundred crore a year, if everything goes to plan, not yet binding. That is a real and fine thing - but it is a world away from "₹500 crore mega-order landed today," which is the feeling the headline planted in Rohan's chest.

Here is the honest scoreboard once the market reads the actual filing over the next few days and the excitement cools:

  • Rohan bought at the excited high, paying ₹1,00,000.
  • As the crowd realises the order is a slow, conditional, five-year letter of intent, the price drifts back down. His holding is worth about ₹82,000 a couple of weeks later.
  • He has lost roughly ₹18,000 - not because the company did anything wrong, and not because the headline lied, but because he paid the story's price for a filing's reality.

What would have saved Rohan wasn't genius. It was one dull habit: before believing a headline about a company, go and read the thing the headline is describing. The five hundred crore was a true brick. The word "surge" was built on it. And Rohan bought the wall.

Watch it happen: the number that dressed up

Now let's watch a different lever - not a left-out fact, but a true number wearing a costume. illustrative

Meet Aarvi, who is looking at a small company that sells a health drink. A glossy video from the company crosses her screen, and a big bright line fills the screen: "Profits UP 300% this year!" Three hundred percent! Her mind races - a company tripling its profit must be a rocket. She's tempted to put in ₹60,000 right away.

But Aarvi has learned to do one thing before she trusts a percentage: she asks "three hundred percent of what?" A percentage is a comparison, and a comparison is only as honest as the thing it's compared against. So she goes and reads the company's actual profit numbers in its report, rather than the number the video chose to shout.

Here's what she finds. Last year the company earned a profit of just ₹1 lakh - a tiny sliver for a company its size, almost nothing, possibly because last year was a bad year. This year it earned ₹4 lakh. Going from ₹1 lakh to ₹4 lakh is indeed a jump of 300% - the number on the video is perfectly true. But ₹4 lakh of profit for a company of this size is still small and unremarkable. The "300%" was true, and it was a costume: it dressed up an ordinary ₹4 lakh to feel like a fortune, by quietly comparing it to a freakishly low base year. Grown-ups call this trick a flattering base - pick the worst possible starting point and any recovery looks like a miracle.

Aarvi does one more check that the video hoped she'd skip: she looks at the profit over five years, not two. It reads roughly ₹3 lakh, ₹3.5 lakh, ₹4 lakh, then a bad ₹1 lakh, then ₹4 lakh again. Seen this way, the "300% jump" isn't a rocket at all - it's just the company climbing back to normal after one weak year. The exciting story ("tripled!") and the dull truth ("recovered to about where it always was") are built from the exact same true number.

Because she checked, Aarvi doesn't overpay for a rocket that was never a rocket. She either passes or pays an ordinary price for an ordinary company - and she keeps the money she'd have lost buying the costume.

When a whole crowd believes the same bent story

So far the bent story fooled one person at a time. Now let's watch what happens when the same exciting story grabs thousands of people at once - because that is where true-but-bent stories do their biggest damage. illustrative

Meet Arjun, who in a certain year keeps hearing about a new kind of digital coin. Every message says the same thing: this is the future of money, it only goes up, people are getting rich, don't be the one left behind. Each individual fact he hears is true - the price really has gone up a lot, this person really did make money, that famous name really did buy some. The bricks are real. But look at the wall they build: "therefore it will keep going up and you should put your savings in now."

Here's the machine underneath, and it's worth watching closely. When a story like this catches, people don't buy because they've studied the thing. They buy because other people are buying and the price is rising - and the rising price feels like proof the story is true. More buyers push the price higher, the higher price pulls in more buyers, and round and round it goes. The story and the price feed each other, like two children daring each other higher up a tree. Nothing about the coin's actual usefulness changed; only the story spread, the way a rumour races around a playground getting louder at each retelling.

a catchy storyspreadsnew buyersrush inthe price riseshigherthe rise seemsto prove thestory truespinning onfeeling,not worthwhen the story tires, the same wheel spins backwards
The story–price loop that inflates a bubble. A catchy story pulls in buyers, buyers push the price up, and the rising price seems to prove the story true - pulling in even more buyers. It spins faster and faster on feeling alone, until the story tires and the loop runs backwards just as fast. [illustrative]illustrative

Arjun, swept up, puts ₹80,000 in near the top. For a few weeks he feels brilliant; the price rises again and the story cheers him on. Then, quietly, the story gets tired - there's no fresh reason to keep believing, the newest buyers run out, and someone sells. Now the wheel spins the other way: falling price makes the story look wrong, which scares people into selling, which drops the price further. Within a couple of months Arjun's ₹80,000 is worth about ₹25,000. The coin's usefulness never changed at any point; only the story inflated and then deflated, and his rupees rode the bubble up and then all the way down.

The lesson isn't "digital coins are bad" - that's not for us to say, and plenty of thrilling stories do come true. The lesson is about the shape of the danger. When you notice that the reason to buy is mostly a spreading, exciting story about how much others are making - and not a boring examination of what the thing is actually worth - you should feel a cold draught on the back of your neck.

The habit that quietly protects you

By now the enemy has a clear face: a true-but-bent story, shaped by someone who profits from your attention. So what's the shield? It's almost embarrassingly simple, and almost nobody does it: walk past the storyteller and go to the source.

Every excited headline about a company is a summary of some original document - a filing the company sent to the stock exchange, the actual profit-and-loss numbers in its yearly report, the recording of the company answering questions. These originals are dull. They are free. They are public. And they are where the storyteller got their bricks before they chose which ones to show you. When you read the original, you see the pile before the selection - including all the boring true facts the exciting story quietly dropped.

Here's the simple ladder of trust, from weakest to strongest. At the bottom is a message from a friend of a friend ("my cousin says this share will double") - that's a story about a story about a story, bent at every retelling. One rung up is a news headline - one person's summary, shaped to grab you. One rung up from that is a full article that at least quotes numbers. And at the very top, on solid ground, is the original document itself. The higher you climb before you act, the fewer people have had a chance to bend the story between the fact and your rupees.

friend-of-a-friend tipbent at every retelling - weakesta headlineone person's summary, shaped to grab youa full article quoting numbersbetter, but still a selectionthe original documentfree, public, unbent - strongest groundcloserto thesourceeach step down adds another person who could bend the storyto suit their aim
The ladder of trust. The same fact reaches you at different distances from the source. Each step down adds another person who could bend the story to suit their aim; climb toward the original document, where the bending hasn't happened yet. [illustrative]illustrative

You don't need to become an accountant. You just need three small questions, asked every time, that together do most of the work. One: what is the original document behind this story, and have I actually looked at it? That catches the shrinking-order trick. Two: this number that sounds impressive - compared to what, and over how long? That catches the costume trick. Three: is my real reason to buy that the thing is worth it, or just that the story is spreading and the price is rising? That catches the bubble. Rohan, Aarvi, and Arjun each lost money to a story that one of those three questions would have quietly deflated.

The same day, read two ways

Let's do a short drill, because seeing the bend happen in slow motion is how you learn to feel it in real time. illustrative

Suppose a company holds its yearly meeting and, in one single day, all of these true things happen: sales for the year rose 12%; profit fell 4%; the company took on fresh borrowing to build a new factory; a well-known investor was seen buying the share; and the owners paid themselves the same modest salary as before. Five true bricks, all from the same day. Now watch two storytellers build two walls.

The excited storyteller, who wants clicks, writes: "Sales soar 12%! Famous investor piles in! Big new factory on the way - this stock is going places!" Every word true. You feel a rush; you want in. Notice what was quietly dropped: profit actually fell, and the shiny new factory was paid for with debt, which is a risk as much as a promise. The dull true bricks were left on the ground.

The gloomy storyteller, who wants a different kind of click, writes the opposite wall: "Profit DROPS as company piles on debt - trouble ahead!" Also every word true. Now you feel fear; you want out. And this wall quietly drops the growing sales, the trusted owners taking sensible pay, and the fact that borrowing to build a factory can be a perfectly sane thing to do.

Here's the point of the drill. Faced with the loud version, your job is not to decide which storyteller is lying - neither is. Your job is to notice that both handed you a selection, then go find the full pile of five bricks and lay them out yourself. Read all five together and a calmer, truer picture appears: a company growing steadily, spending on its future, run by honest owners, with a soft profit year worth watching but not panicking over. That balanced picture is boring, which is exactly why no storyteller with an aim will ever hand it to you for free. You have to build it yourself, from the source.

Where people trip up

The slip is almost never "I believed an obvious lie." It's far sneakier than that, and it comes in two flavours.

The first is the fact-check that isn't enough. You hear an exciting claim, you check that the headline number is true - and finding it true, you relax and believe the whole story. But we've seen that truth of the parts says nothing about honesty of the whole. Checking that "300%" is arithmetically correct, or that the "₹500 crore" was really announced, feels like doing your homework, yet it misses the entire trick, which lives in what was left out, not in what was said. A story built from true bricks passes every fact-check and can still be completely bent.

The second is the speed trap. Bent stories almost always come wrapped in urgency - buy now, it's surging, don't be left behind. That hurry is not an accident; it exists precisely to stop you from doing the one thing that would deflate the story, which is to pause and go read the source. The rush is the trick. Any story that needs you to act before you can check it is telling you something about itself.

Where this idea can mislead you

Now the honest part, because this powerful idea can be pushed until it breaks in your hands.

The first danger is turning into someone who believes nothing. Once you learn that true facts can build false stories, it's tempting to swing all the way and declare "everything is fake, all numbers lie, no story can be trusted." But that's just as lazy and just as costly as believing everything. A number being build-able into a bent story does not make the number false. Most company filings are honest; most inflation figures are roughly right; most reports are trying to tell you something real. The skill is not to reject every statistic on sight - it's to understand how a number was built and what it leaves out, and then judge it. Blanket distrust would have you sitting out of everything, which is its own slow way of losing.

The second danger is thinking the original document is automatically the truth. It isn't always. A filing can be written to mislead within the rules - technically complete, yet worded to steer you, burying the awkward part in dense language on page forty. Going to the source is the strongest move you have, but it's the start of thinking, not the end. Read the source and keep asking what it might still be leaving out. The document is solid ground compared to a headline, but even solid ground can have a trapdoor.

And a third, quieter caution: not every exciting story is a bubble, and not every popular thing is a trick. Some transformative stories turn out true, and the price was right to rise. If you train yourself to sneer at every popular idea as mania, you'll miss the rare real thing along with all the false ones - which is its own kind of mistake. The point of this chapter was never to make you cynical about all stories. It was to make you curious about their sources - to enjoy a good story while always, gently, asking to see the true pile it was built from before you bet your rupees on the wall.

Carry forward

  • The facts can each be true while the story built from them is false. A story is a selection of facts arranged with a feeling, and whoever does the selecting can walk you almost anywhere without a single lie - so ask not just "is this true?" but "what got left out, and who benefits if I believe it?"
  • An impressive number is a claim, not a verdict. "300%", "₹500 crore", "record high" - each can be perfectly true and still a costume, dressing up the ordinary by choosing a flattering starting point or a convenient frame. Ask what it's measured against and what a longer view shows.
  • Beware the story that sells but doesn't add up. When your only real reason to buy is that the tale is spreading and the price is rising, you're being carried by the narrative, not the worth - and narratives inflate bubbles long before, and long after, the numbers make any sense.

just as two children can write two true reports of one cricket match that leave you feeling opposite things, the facts about a company can each be true while the exciting story stitched from them is bent - because the people who profit from your attention shape a narrative, not a balanced picture - so before your rupees follow any story, walk past the storyteller to the original filing, question every dressed-up number against a longer view, and treat "the price is rising because everyone's talking" as a reason to slow down, not to jump in.

Connects to these principles

This is my own plain-English understanding of the book’s ideas, written in my own words with my own ₹ examples, so you can relate it to the real book’s chapters. It is not the book and reproduces none of its text - if the ideas help, please buy the book. Not affiliated with the author or publisher. Figures marked [illustrative] are constructed to demonstrate a method, not reported as fact. Educational only; the author is not SEBI-registered and nothing here is investment advice.