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The Slow Lantern

No. 14 · Winter

Thinking Tools

8 min read

The Map Is Not the Territory: Where the Idea Came From and What It's Good For

A hand-drawn park map once sent a friend down a path that was no longer there. Following that small mishap back through Lewis Carroll and a 1931 mathematics talk shows why every summary leaves things out, and why that is a feature rather than a fault.

Izaiah Barionnette

Fig. 1 — The Map Is Not the Territory: Where the Idea Came From and What It's Good For

A friend of mine once drew me a map of her local park on the back of an envelope. It was a good map, with a pond, a bench, a big plane tree and a dotted line for "the shortcut to the café". I followed it on a grey Saturday morning and walked, with great confidence, into a wall of brambles. The shortcut had been closed off some time ago. My friend knew this perfectly well. She had simply drawn the park the way she remembered it, and that was the park in her head.

We laughed about it over a very late flat white. But I have thought about that envelope many times since, because it shows the whole idea in miniature. "The map is not the territory" means that any description of a thing, whether a map, a list, a summary or a model, is a stand-in made for a purpose. It is never the thing itself, and it always leaves something out. That is not an insult to maps. It is how they work. The trouble only starts when we forget the gap is there.

This piece follows the saying back to where it started, looks at why leaving things out is useful, and ends with a few questions I now ask whenever something feels a little too tidy.

Where does "the map is not the territory" come from?

The phrase is usually credited to Alfred Korzybski, a Polish-born engineer and writer who settled in the United States. As far as I can tell from the well-documented record, he used it in a talk to a mathematics society in late 1931, and then built it into his 1933 book Science and Sanity. His worry was about language and thinking. He felt that people constantly treat words as though they were the things the words describe, and that this causes confusion that careful habits of mind could reduce.

His wider system, which he called general semantics, is something I am still learning about, so I will stay with the phrase itself and not pretend to judge the whole structure. What I can say is that the phrase travelled well. Later writers on language, S. I. Hayakawa among them, carried it to general readers in the 1940s, and it has been borrowed by people in many fields ever since.

One honest note: a saying that catches on tends to lose its footnotes. You will find it quoted in many slightly different forms, and I would trust the broad shape of the history above more than any confident claim about exactly who said what first.

Was Lewis Carroll thinking about the same thing?

Long before 1931, someone had already played with the same thought. In Sylvie and Bruno Concluded (1893), Lewis Carroll has a character describe how his country's mapmakers kept making their maps bigger. They began at a few inches to the mile, then went to yards, and at last made a map with a scale of a mile to the mile. The farmers objected that unfolding it would cover the whole country and block out the sunlight. So, the character says, they use the country itself as its own map.

I love this because it is a joke with a real argument inside it. A map that leaves nothing out is just the territory again. You would have gained nothing, because the entire point of a map is that it is smaller and simpler than the ground, so you can hold it in your hand and take in a whole region at once.

Carroll was not stating the principle the way Korzybski later would. But the shape is the same: a description earns its keep by being less than the thing it describes.

Why does every model leave things out?

Here is a common misconception worth correcting gently: that a summary which omits details must be a flawed one, and that a "good" map would include everything. The Carroll story shows why that cannot be right. Completeness and usefulness pull in opposite directions.

A helpful way to think about it comes from a different field. When a photograph is saved as a small file, or a song as a compact audio file, the software throws away information it judges you are least likely to notice. Engineers call this lossy compression. The file is smaller and easier to send, and the cost is some detail you cannot get back. A map is the same sort of bargain. A good one decides, on your behalf, what to discard.

The crucial question is discard by what rule? And the answer is always: by the purpose of the map.

A famous example is the London Underground diagram, first drawn in the early 1930s by Harry Beck, a draughtsman who worked for the Underground. He straightened the lines, spaced the stations more evenly, and gave up geographical accuracy. For someone underground, the order of the stations and the places where lines meet matter far more than the real distances. The result is clear precisely because it is "wrong" about the ground. And the same choice has a cost. Some stations that look far apart are a short walk from one another, and the diagram cannot tell you that. It is a superb map for one purpose and a poor one for another.

Nothing was done badly there. It was done on purpose, and that is the lesson.

A worked example: drawing a map of your kitchen

Here is a small thought experiment you can do with a pencil. Imagine a houseguest staying for the weekend, and you want to draw them a map of your kitchen.

If they need a teaspoon, you might sketch the room, mark the cutlery drawer, and add an arrow. Good. Now the same guest wants to make toast. Your first map is nearly useless, because it never showed the bread bin, the toaster or the plug socket that only works if you wiggle it.

Notice what happened. The first map was not inaccurate. It was accurate for teaspoons. It simply had nothing to say about toast, because you chose, without thinking, what the map was for.

Now notice a second thing. If you tried to fix this by drawing everything (every cupboard, every jar, the loose floor tile, the drawer that sticks unless you lift it a little), your guest would stare at a page of clutter and still miss the one detail they needed. So there are two ways to fail. A map can leave out what you need, and it can bury what you need under everything else.

I made both mistakes the first time I wrote up a household routine for a family member looking after our flat. My first draft was three lines and missed the one quirk of the back door. My second was two pages and nobody read it. The third, which was shorter, with the quirk near the top, was fine. Muddled early drafts seem to be part of how this goes.

Where does this show up in everyday life?

Once you notice the gap, you start seeing maps everywhere, and most of them are not on paper:

  • An average. "The average commute is thirty minutes" is a map of many different journeys. It may describe nobody's actual morning.
  • A job title or a school report. Each is a short description of a complicated person, useful for some purposes and silent about many others.
  • A recipe. It says "simmer until thick", and the territory is your particular pan, hob and patience.
  • A budget spreadsheet. It tidily represents a household, but not the surprise birthday or the broken kettle.
  • A first impression. This is the map we draw fastest and revise slowest.

None of these is bad. We could not get through a day without them. The skill is not to distrust every summary but to keep a quiet awareness that it is one.

Three small questions for a summary that feels too tidy

When something looks neat, clear and complete, I try to pause and ask three things. They are not a formula, and they do not always give a tidy answer, but they have saved me from a few brambles.

  1. What was this made for? Every map has a purpose, even if nobody wrote it down. If the purpose differs from mine, the map may still help, but I should expect it to be silent about the things I care about.
  2. What was left out, and who decided? Asking "what is missing?" is not an accusation. It is simply the way to find the edges of the thing. Sometimes the answer is "nothing important," which is a pleasant surprise.
  3. When was it last checked against the ground? My friend's map was true once. Paths close, prices change, people grow. The older the summary, the more worth it is to go and look.

And a bonus I have to remind myself of: if the stakes are small, a rough map is perfectly fine. Nobody needs to audit the shortcut to the café. These questions are for the moments when a wrong turn would cost you something.

Something to wonder about

I have been talking as though the territory is the solid, trustworthy thing and the map is the humble copy. But we never actually meet the territory without some kind of map in our heads. My friend's memory of the park was a map too, just one with no paper. Even the moment I stood in front of the brambles, I was seeing them through expectations, language and habit.

So here is the question I cannot quite settle. If we always look through some kind of map, how do we tell when it is time to redraw it? I suspect the answer has something to do with noticing small surprises and being pleased by them, not annoyed. But I am still learning, and I would be glad to hear what has worked for you.

In the meantime, I hope you have a good walk somewhere this week, with or without a map.

Further lights

  1. 01

    Base Rates: A Short History of Starting With the Usual Case

    Before you judge the particular story in front of you, ask how often things like it turn out one way or another. Here is where that habit came from, who first made it precise, and how it can steady an ordinary guess about a new café.

    9 min
  2. 02

    The Pre-Mortem: Imagining Your Plan Has Gone Wrong Before You Start

    A pre-mortem asks you to picture your plan having already failed, then list the reasons why. It's a small, cheerful habit that works on camping trips and birthday dinners, and it takes about five minutes.

    8 min
  3. 03

    Occam's Razor, Without the Mystique: Where the Idea Came From and What It's Good For

    When two explanations fit the facts equally well, which should you try first? A short history of Occam's razor, a worked kitchen puzzle with the arithmetic shown, and an honest look at where simple stops being a good guide.

    9 min