Joachim Andersen

Accelerated Learning

Narrative Fallacy: Why Good Stories Can Mislead Us

A die, a brass pocket watch, a black chess knight and a gold coin on a dark walnut table at night, joined by a single golden thread that leads to a sealed envelope and an open antique book with blank pages
Connect enough dots and any story starts to look true.


The Narrative Fallacy is our tendency to turn a series of facts into a neat story of causes and effects, and then to believe the story more than the facts allow. A good story is easy to remember and pleasant to tell, so I often accept it without noticing how much chance, missing information and hindsight it hides.

I catch myself doing it all the time. When a startup succeeds, I hear a clear story about the founder’s vision. When a colleague is late, I quickly have a story about why. Most of the time I have only a few facts, and my mind supplies the rest.

The essence of the Narrative Fallacy is to ask: “Is this explanation true, or is it just a good story that fits what I already know?”


Origin: A Term From The Black Swan

The term was coined by Nassim Nicholas Taleb in his 2007 book The Black Swan. Taleb describes it as our limited ability to look at sequences of facts without weaving an explanation into them, or forcing a logical link onto them. Stories compress information, which makes the world feel simpler and more predictable than it is.

The underlying psychology is older. Psychologists had long shown that people reconstruct memories to fit what makes sense to them, and that adding plausible details can make a scenario feel more likely even when it becomes less likely. Taleb’s contribution was to connect these findings to how we explain history, markets and success, and to warn that a story told after the fact can blind me to the role of randomness. I have written about related ideas from Taleb in Skin in the Game.


Key Concepts

  • We Are Explanation Machines
    The brain constantly fills gaps with reasons. This is useful most of the time, but it also produces confident explanations where none is justified.

  • Coherence Feels Like Truth
    The more a story fits together, the more convincing it feels, even if it’s built on few and weak facts.

  • Details Make It Worse
    Each extra plausible detail makes a story more vivid, while making it less probable, because every detail is one more thing that has to be true.

  • Hindsight Creates Order
    Looking back, the path to an outcome seems obvious. The many paths that could have happened, but did not, disappear from view.

  • Randomness Gets Left Out
    Luck, noise and coincidence make poor characters in a story, so they are often edited out of the explanation entirely.


Some Examples

  • One Event, Two Opposite Stories
    In The Black Swan, Taleb describes the day Saddam Hussein was captured in December 2003. At 13:01, Bloomberg News reported: “U.S. Treasuries rise. Hussein capture may not curb terrorism.” Half an hour later, as bond prices fell back, the headline became: “U.S. Treasuries fall. Hussein capture boosts allure of risky assets.” The same cause was used to explain a move and its exact opposite.

  • The Chicken and the Shovel
    In split-brain research by Michael Gazzaniga and colleagues, a patient was shown a chicken foot to one hemisphere and a snowy scene to the other, and asked to pick matching pictures. He chose a chicken and a shovel. When asked why, the talking left hemisphere, which had not seen the snow, explained that the shovel was for cleaning out the chicken coop. Gazzaniga called this storytelling system the left-brain interpreter.

  • The War of the Ghosts
    In his 1932 book Remembering, the psychologist Frederic Bartlett had English participants read a Native American folk tale and retell it repeatedly over time. Parts that did not fit their expectations were dropped or changed into more familiar forms, for example canoes became boats. Each retelling became a smoother story that mirrored the participants’ own culture.

  • More Detail, More Belief
    In a 1983 study by Amos Tversky and Daniel Kahneman, one group of policy experts rated the probability that the Soviet Union would invade Poland and the United States would break off diplomatic relations with the Soviet Union in the following year at 4% on average. Another group, asked only about the break in relations, rated it at 1%. The added cause made the story more believable, although it can only make it less probable.

  • The Excellent Companies
    In 1982, Tom Peters and Robert Waterman published In Search of Excellence, a bestseller built on the stories of 43 admired companies and the lessons they seemed to teach. Asked years later whether some companies did not belong on the list, Peters had one word: “Atari”. Success stories told in hindsight are convincing, but they are not the same as proof of what caused the success.


Applying the Narrative Fallacy

When a story feels a little too convincing, this is the simple process I follow:

  1. Separate Facts From the Plot
    I list what I actually know, and mark which links between the facts are observed and which ones I filled in myself.

  2. Write a Competing Story
    I try to explain the same facts with a different story, including one where luck plays the main role. If both fit, the facts do not decide between them.

  3. Count the Assumptions
    I notice how many things must all be true for the story to hold, and remember that every extra detail lowers the probability.

  4. Record Predictions Before Outcomes
    I write down what I expect before I know the result, so hindsight cannot quietly rewrite my memory of what I thought.

  5. Look for the Base Rate
    Before I accept a story about why someone succeeded, I ask how many others did the same things and failed.


Pitfalls and Limitations

  • Stories are not the enemy. Narratives help me remember, teach and motivate, and some explanations are true. The problem is treating a story as evidence.

  • Distrusting every explanation is also a mistake. The aim is to hold stories with the confidence the evidence supports, as in Probabilistic Thinking, not to refuse to explain anything.

  • I am most vulnerable to my own story. The narratives I tell about my life, my successes and my failures are the ones I check least, so I try to apply the same scrutiny to them.

  • A story that cannot be wrong explains nothing. If every possible outcome would fit, as in the Bloomberg headlines, it’s a sign that the explanation is not doing any work, which is the core idea behind Falsifiability.


Related Mental Models

The Narrative Fallacy reminds me that the world is messier than the stories I tell about it. By separating facts from plots and leaving room for chance, I learn the right lessons from the past and make fewer confident mistakes about the future.



To learn more about mental models and philosophy,
check out: Wise: How to Attain a Deep Understanding of the World, History, Our Place in It, and How to Live Well



📚 Sources and References