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Second Order · Saturday 7 November 2026

The planes that came back.

Why the evidence in front of us is usually the evidence that survived.

By Ajitesh Gupta, Founder and CEO, Crowwd5 min readInformation, not investment advice

From all of us at CrowwdHappy Dhanteras, and a very happy Choti Diwali. Wishing you and your family a bright, safe and peaceful Diwali tomorrow.

The moment

Open any app, any newspaper supplement, any family WhatsApp forward about investing, and sooner or later you meet a list. Top funds of the last five years. Stocks that turned ₹10,000 into ₹10 lakh. People who started at 25 and retired at 45.

The lists are usually accurate. The numbers check out. What strikes me is what is not on them. A five-year list cannot show a scheme that was merged away in year three. The ₹10 lakh story does not come with the hundred others that went to zero. The early retiree is interviewed; the person who tried the same thing and quietly went back to a job is not.

Nobody is lying. The list is simply made only of what is still standing.

The lens Survivorship bias

During the Second World War, a group of mathematicians at Columbia University worked for the American military as the Statistical Research Group. One of them was Abraham Wald, a Hungarian-born mathematician who had left Vienna for the United States.

The story as it is usually told goes like this. The military studied bombers returning from missions and mapped where the bullet holes were. The holes clustered on the wings and fuselage, less so on the engines. The obvious conclusion was to add armour where the holes were. Wald is said to have pointed out the opposite. The planes being examined were the ones that came back. Planes hit in the engines were not in the sample, because they never returned. The missing holes marked the places that mattered most.

Figure 1 · The story as it is usually told

The holes you can see are the ones a plane can survive.

Where the damage showed up on bombers that returned, and where it did not.
Holes on the planes that came back Damage they survived. Almost none on the engines Planes hit here mostly did not come back.
An illustration of the popular telling, drawn for this letter. It is not a historical diagram and the dots are not data. Wald's surviving work is a set of mathematical memoranda; see the note on sources below.

Historians of statistics are careful about the details. Wald's actual memoranda, published decades later, are dense mathematics on estimating how likely a plane was to survive given the damage seen on those that returned, and there is little direct record of the famous conversation. But the core idea is his, and it has a name now: survivorship bias. We judge by what made it through, and then forget that a filter was ever applied.

The second-order effect in money is quiet but large. Every track record we see has already passed through a filter. Funds that did badly are often merged into others and their history disappears from the comparison tables. Investors who stopped after a bad year do not write blog posts about it. Even our own memory filters: we remember the decisions that worked and soften the ones that did not.

Figure 2 · How a list gets made

Every list has already been through a sieve.

An illustration of the filters a record passes through before anyone ranks it.
Illustration only. The counts are made up to show the shape of the filter, not taken from any market or fund data.

None of this means good records are luck. Some are earned. It means a record tells you more when you also ask what it was chosen from. Ten winners out of twelve tells one story. Ten winners out of three hundred tells another.

Figure 3 · Same ten, different crowd

A winner means more when you know what it was picked from.

Ten highlighted dots in each panel. Only the size of the group changes.
Illustration only. Not about any fund, stock or person.
Table 1 · Reading a list

What the list shows, and what it leaves out.

What the list showsWhat it leaves out
Top funds of the last five yearsSchemes that were merged or closed along the way, and their record with them
The stock that turned ₹10,000 into ₹10 lakhThe many that were bought with the same hope and went to zero
The person who retired at 45The people who tried the same plan and quietly went back to work
A long, smooth track recordThe years before the record started, and the investors who left during the bad ones
Our own best decisionsThe ones we remember more softly than they happened
One question before admiring any list: who is missing from this, and why?

I find the useful habit is a single question, asked before admiring any list: who is missing from this, and why?

The line

What you see is all there is.

Daniel Kahneman · Thinking, Fast and Slow (2011)

The week ahead 8 to 14 November

Diwali is tomorrow, and the week after it is a short one.

WhenWhatWhat it may feel like
Sun 8 NovDiwali. Muhurat trading session, 2:20 pm to 3:30 pmA festive hour that gets read as a signal
Tue 10 NovMarkets shut for Diwali BalipratipadaA quiet day in the middle of the week
Up to 14 NovSeptember quarter results continue ahead of the filing deadlineA daily stream of best quarters and biggest jumps

Diwali and results season both produce their own lists: the best quarters, the stocks that "doubled" since last Samvat, the names everyone is talking about for the new one. It may feel as if everyone else picked the winners. It is worth remembering that the headlines are written about the planes that came back.

One question

Think of an investment story that shaped how you invest. Who might have tried the same thing and never told anyone how it went?

Until next Saturday, and Shubh Deepavali,Ajitesh

Sources. On Abraham Wald and the Statistical Research Group: Bill Casselman, "The Legend of Abraham Wald", American Mathematical Society Feature Column, June 2016, which notes that Wald's work survives as a series of memoranda on estimating aircraft survival, later published by the Center for Naval Analyses (1980), and that the popular conversation has little direct record. Daniel Kahneman, Thinking, Fast and Slow (Farrar, Straus and Giroux, 2011). Week-ahead dates checked on 5 and 7 November 2026 against NSE's 2026 holiday list and published Muhurat trading timings.

Second Order is a weekend letter about money and behaviour. It is information, not investment advice, and it does not refer to any fund, stock or portfolio as something to buy or sell. Illustrations use made-up figures and are not data or forecasts. Mutual fund investments are subject to market risks; read all scheme related documents carefully. Crowwd Network India Private Limited, AMFI-registered Mutual Fund Distributor, ARN-364802.

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