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# Complexity Creep & The Birthday Problem – Love Your Work, Episode 237

Here’s a brain teaser for you: Imagine we’ve got a room full of people. We’re trying to figure if any two people in the room have the same birthday.

For us to reach a fifty-percent probability that there are two people in the room with the exact same birthday, how many people need to be in the room?

I told you this was a brain teaser, so suffice to say that the answer — to how many people need to be in a room for there to be a fifty-percent probability that two people have the exact same birthday — is not what you would intuitively expect.

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### The “birthday problem” tells a lot about how we fail to see hidden complexity

For the sake of this puzzle, let’s assume there are no twins, no leap year birthdays, and there are no seasonal variations. No spike in birthdays nine months after Christmas or some big snowstorm.

Most people start with a rough calculation like this: There’s 365 days in a year, so for there to be two people in the room with the same birthday, take 365, divide it by two — you’ve got about 180, give or take. With 180 people in a room it seems you’d have about a fifty-percent chance that two of them have the same birthday.

This intuitive calculation is wrong. It’s very wrong. If you had 180 people in a room, the chances that two of them will have the same birthday is damn close to 100%. Even if there were only 100 people in the room, rather than 180, the chances that two of them would have the same birthday would be 99.99997%.

The actual answer is fun to know, but it also tells us a lot about our minds. It tells us a lot about how bad we are at understanding complexity. It tells us a lot about how complexity tends to get out of hand, and weigh us down, and cause us to stagnate. Complexity creep.

If we know the answer to what is known as the birthday problem, maybe — just maybe — we can fight against complexity creep: That insidious tendency for us to make things more complex and more complex and more complex, until we find ourselves paralyzed.

And there’s a flip side. If you can understand complexity creep — if you can understand how things that seem simple are actually complex, you can also use that to your advantage.

### Each “one thing” interacts with every other thing

So how do you actually find the answer to the birthday problem? Let me start by saying that if you have trouble following the next minute or so, don’t worry about it. That’s the point. Our brains aren’t wired to intuitively understand this.

On a basic level, you wouldn’t just calculate based upon the total number of people in the room and the total number of potential birthdays.

In actuality, you would calculate based upon potential interactions amongst the birthdays of every person within the room.

Like this: If there’s only one person in the room, there’s a 365 out of 365 — 100% — chance that person *does not* share a birthday with another person in the room. There are no other people in the room, after all.

Add a second person, and there’s a 364 out of 365 chance that person *does not* share a birthday with the first person in the room.

With each person you add, you take away one from the numerator of that fraction. With the third person, instead of 364, it’s a 363 out of 365 chance that person *does not* share a birthday with either of the first two people in the room.

So on and on, that numerator gets lower — from 363 to 362 to 361 — with each additional person in the room. So far, there’s five people in the room, and a 361 out of 365 chance that fifth person does not share a birthday with any of the other four people in that room.

That’s a 98.9% chance of no match. A merely 1.1% chance that this fifth person shares a birthday with one of the other four people in the room.

But wait. If there are five people in a room, the chances that any two of them share the same birthday is not 1.1%. It’s 2.7%. More than double. Why?

Because with each person you add, there’s a probability that person shares a birthday with one of the other people. But as we add people to the room, each person’s individual probability is added onto the total probability. This total probability is an aggregate of all probabilities we calculated each time we added a person to the room.

So adding a 1.1% probability with the fifth person to get a total 2.7% probability may not sound like much, but when you keep adding people, that new probability you’re adding onto the total probability gets bigger and bigger and bigger.

The answer: The number of people who have to be in the room for us to have a fifty-percent probability that two of those people share the same birthday is: twenty-three. If there are only twenty-three people in the room, there’s about at fifty-percent chance two of them have the same birthday.

### We aren’t wired to see complexity. We’re wired for survival.

I don’t know about you, but when I first heard this puzzle, that is not the answer I expected. In fact, even now that I understand how these odds are calculated, it’s still hard for me to believe.

But as I say, we’re not wired to understand these things. We’re individual creatures, wired to survive, wired to take mental shortcuts that drive us toward safety and pleasure and help us avoid pain.

In the millions of years of human evolution, I can’t think of any good reason for a human to understand the hidden complexity we see demonstrated in the birthday problem. Things were simple: *How many berries are in that bush?* Not *How does each of those berries interact with every other berry?* If there’s anything we want to know about besides those berries, it’s *Is there a tiger in that bush?*

But, we aren’t hunting and gathering in the Sahara anymore. We live in a dizzyingly complex and interconnected world.

We’re getting a lesson on this in the coronavirus pandemic. Since the beginning, those of us who aren’t trained epidemiologists have struggled to comprehend how quickly a virus can spread. How a five-percent-per-day increase in cases starts to really add up. If and when we reach herd immunity — that will probably be equally as counterintuitive to our primitive brains.

### Keep complexity from holding you back as a creator

Understanding complexity creep, and understanding that we struggle to understand complexity creep, also applies to our work as creators.

Because the single most valuable thing you have as a creator is your creative energy. The better you can make use of that energy, the more and better work you can do.

It’s hard to make use of that energy if you’re being weighed down by hidden complexity.

This is something I’m personally looking out for a lot lately. Remember when I told you about the time I killed that $150,000 passive income stream, back on Episode 214? That was about mitigating hidden complexity.

Here I had something that was making me some money. I wasn’t doing any work on it. But I sensed that complexity lurked within.

There was the complexity of opportunity costs. It was occupying space within my brain. Our thoughts have opportunity costs. When you choose to think of one thing, you choose not to think of another thing. That’s hard to see when you’re too busy thinking.

There was the complexity of Black Swans. *Day to day*, I wasn’t doing any work on this site. But one day, something could have happened like a server could go down, and next thing I’d know, I’d be thinking about this other website, and not about the more important parts of my business.

I still don’t know what I missed out on by killing that website. That’s the nature of complexity creep. You can’t see it, you kind of have to act on faith.

But I do know that it’s a relief to have it out of my life. It’s created space for me to work on this podcast and my upcoming book, *Mind Management, Not Time Management*.

### Hidden complexity in everyday life

You can see complexity creep in your life, too. Ever since I sold everything and moved to South America, I’ve been trying to practice practical minimalism. I had a furnished apartment, which got rid of lots of complexity.

I just got my first unfurnished apartment in Colombia, and every day, I see complexity creep in to take my precious energy. It’s in buying furniture and having to pay bills I didn’t have to pay before. It’s in deciding whether or not to purchase an item: It looks like it will make my life better or easier, but it’s never just “one more thing.” Like the birthday problem, it’s one more thing, and the way that thing interacts with everything else.

### Leverage hidden complexity. Turn small things into big things.

I promised you that hidden complexity isn’t only a thing to be avoided. It’s also a thing to be leveraged. If one little thing can also interact with many other things, that means a small thing can lead to bigger things. That’s what we see in the power of tiny habits, like BJ Fogg talked about on episode 107. That’s the power of something like the Ten-Minute Hack. I’ve noticed it myself lately as I’ve been focusing more on Twitter: That a tiny tweet can lead to a Love Mondays newsletter, which can lead to a podcast episode, which can become a book.

Hidden complexity can weigh you down, or hidden complexity can be leveraged to lift you up.

Both the devil and the angel are in the details.

Image: *Flowers in Stone*, Paul Klee

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**Theme music:** Dorena “At Sea”, from the album *About Everything And More*. By Arrangement with Deep Elm Records. *Listen on Spotify »*