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作者:美-纳西姆·尼古拉斯·塔勒布/译者:万丹 当前章节:15389 字 更新时间:2026-6-15 20:55

David Hume, and that of the British empiricist tradition, that belief arises

from custom, as they assumed that we learn generalizations solely from

experience and empirical observations, it was shown from studies of infant

behavior that we come equipped with mental machinery that causes

us to selectively generalize from experiences (i.e., to selectively acquire inductive

learning in some domains but remain skeptical in others). By

doing so, we are not learning from a mere thousand days, but benefiting,

thanks to evolution, from the learning of our ancestors—which found its

way into our biology.

CONFIRMATION SHMONFIRMATION! 61

Back to Mediocristan

And we may have learned things wrong from our ancestors. I speculate

here that we probably inherited the instincts adequate for survival in the

East African Great Lakes region where we presumably hail from, but these

instincts are certainly not well adapted to the present, post-alphabet, intensely

informational, and statistically complex environment.

Indeed our environment is a bit more complex than we (and our institutions)

seem to realize. How? The modern world, being Extremistan, is

dominated by rare—very rare—events. It can deliver a Black Swan after

thousands and thousands of white ones, so we need to withhold judgment

for longer than we are inclined to. As I said in Chapter 3, it is impossible—

biologically impossible—to run into a human several hundred miles tall,

so our intuitions rule these events out. But the sales of a book or the magnitude

of social events do not follow such strictures. It takes a lot more

than a thousand days to accept that a writer is ungifted, a market will not

crash, a war will not happen, a project is hopeless, a country is "our ally,"

a company will not go bust, a brokerage-house security analyst is not a

charlatan, or a neighbor will not attack us. In the distant past, humans

could make inferences far more accurately and quickly.

Furthermore, the sources of Black Swans today have multiplied beyond

measurability. * In the primitive environment they were limited

to newly encountered wild animals, new enemies, and abrupt weather

changes. These events were repeatable enough for us to have built an innate

fear of them. This instinct to make inferences rather quickly, and to

"tunnel" (i.e., focus on a small number of sources of uncertainty, or causes

of known Black Swans) remains rather ingrained in us. This instinct, in a

word, is our predicament.

* Clearly, weather-related and geodesic events (such as tornadoes and earthquakes)

have not changed much over the past millennium, but what have changed are the

socioeconomic consequences of such occurrences. Today, an earthquake or hurricane

commands more and more severe economic consequences than it did in the

past because of the interlocking relationships between economic entities and the

intensification of the "network effects" that we will discuss in Part Three. Matters

that used to have mild effects now command a high impact. Tokyo's 1923 earthquake

caused a drop of about a third in Japan's GNP. Extrapolating from the

tragedy of Kobe in 1994, we can easily infer that the consequences of another such

earthquake in Tokyo would be far costlier than that of its predecessor.

Chapter Six

THE NARRATIVE FALLACY

The cause of the because—How to split a brain—Effective methods of pointing

at the ceiling—Dopamine will help you win—I will stop riding motorcycles

(but not today)—Both empirical and psychologist? Since when?

ON THE CAUSES OF MY REJECTION OF CAUSES

During the fall of 2 0 0 4 , 1 attended a conference on aesthetics and science

in Rome, perhaps the best possible location for such a meeting since aesthetics

permeates everything there, down to one's personal behavior and

tone of voice. At lunch, a prominent professor from a university in southern

Italy greeted me with extreme enthusiasm. I had listened earlier that

morning to his impassioned presentation; he was so charismatic, so con-,

vinced, and so convincing that, although I could not understand much of

what he said, I found myself fully agreeing with everything. I could only

make out a sentence here and there, since my knowledge of Italian worked

better in cocktail parties than in intellectual and scholarly venues. At some

point during his speech, he turned all red with anger-—thus convincing me

(and the audience) that he was definitely right.

He assailed me during lunch to congratulate me for showing the effects

of those causal links that are more prevalent in the human mind than in

reality. The conversation got so animated that we stood together near the

THE NARRATIVE FALLACY 6 3

buffet table, blocking the other delegates from getting close to the food.

He was speaking accented French (with his hands), I was answering in

primitive Italian (with my hands), and we were so vivacious that the other

guests were afraid to interrupt a conversation of such importance and animation.

He was emphatic about my previous book on randomness, a sort

of angry trader's reaction against blindness to luck in life and in the markets,

which had been published there under the musical title Giocati dal

caso. I had been lucky to have a translator who knew almost more about

the topic than I did, and the book found a small following among Italian

intellectuals. "I am a huge fan of your ideas, but I feel slighted. These are

truly mine too, and you wrote the book that I (almost) planned to write,"

he said. "You are a lucky man; you presented in such a comprehensive

way the effect of chance on society and the overestimation of cause and effect.

You show how stupid we are to systematically try to explain skills."

He stopped, then added, in a calmer tone: "But, mon cher ami, let me

tell you quelque chose [uttered very slowly, with his thumb hitting his

index and middle fingers]: had you grown up in a Protestant society where

people are told that efforts are linked to rewards and individual responsibility

is emphasized, you would never have seen the world in such a manner.

You were able to see luck and separate cause and effect because of

your Eastern Orthodox Mediterranean heritage." He was using the

French à cause. And he was so convincing that, for a minute, I agreed with

his interpretation.

We like stories, we like to summarize, and we like to simplify, i.e., to reduce

the dimension of matters. The first of the problems of human nature

that we examine in this section, the one just illustrated above, is what I call

the narrative fallacy. (It is actually a fraud, but, to be more polite, I will

call it a fallacy.) The fallacy is associated with our vulnerability to overinterpretation

and our predilection for compact stories over raw truths. It

severely distorts our mental representation of the world; it is particularly

acute when it comes to the rare event.

Notice how my thoughtful Italian fellow traveler shared my militancy

against overinterpretation and against the overestimation of cause, yet

was unable to see me and my work without a reason, a cause, tagged to

both, as anything other than part of a story. He had to invent a cause. Furthermore,

he was not aware of his having fallen into the causation trap,

nor was I immediately aware of it myself.

The narrative fallacy addresses our limited ability to look at sequences

6 4 UMBERTO E C O ' S A N T I U B R A RY

of facts without weaving an explanation into them, or, equivalently, forcing

a logical link, an arrow of relationship, upon them. Explanations bind

facts together. They make them all the more easily remembered; they help

them make more sense. Where this propensity can go wrong is when it increases

our impression of understanding.

This chapter will cover, just like the preceding one, a single problem, but

seemingly in different disciplines. The problem of narrativity, although extensively

studied in one of its versions by psychologists, is not so "psychological":

something about the way disciplines are designed masks the

point that it is more generally a problem of information. While narrativity

comes from an ingrained biological need to reduce dimensionality, robots

would be prone to the same process of reduction. Information wants to be

reduced.

To help the reader locate himself: in studying the problem of induction

in the previous chapter, we examined what could be inferred about the unseen,

what lies outside our information set. Here, we look at the seen,

what lies within the information set, and we examine the distortions in the

act of processing it. There is plenty to say on this topic, but the angle I take

concerns narrativity's simplification of the world around us and its effects

on our perception o£ the Black Swan and wild uncertainty.

SPLITTING BRAINS

Ferreting out antilogies is an exhilarating activity. For a few months, you

experience the titillating sensation that you've just entered a new world.

After that, the novelty fades, and your thinking returns to business as

usual. The world is dull again until you find another subject to be excited

about (or manage to put another hotshot in a state of total rage).

For me, one such antilogic came with the discovery—thanks to the literature

on cognition—that, counter to what everyone believes, not theorizing

is an act—that theorizing can correspond to the absence of willed

activity, the "default" option. It takes considerable effort to see facts (and

remember them) while withholding judgment and resisting explanations.

And this theorizing disease is rarely under our control: it is largely

anatomical, part of our biology, so fighting it requires fighting one's own

self. So the ancient skeptics' precepts to withhold judgment go against our

nature. Talk is cheap, a problem with advice-giving philosophy we will see

in Chapter 13.

THE NARRATIVE FALLACY 6 5

Try to be a true skeptic with respect to your interpretations and you

will be worn out in no time. You will also be humiliated for resisting to

theorize. (There are tricks to achieving true skepticism; but you have to go

through the back door rather than engage in a frontal attack on yourself.)

Even from an anatomical perspective, it is impossible for our brain to see

anything in raw form without some interpretation. We may not even always

be conscious of it.

Post hoc rationalization. In an experiment, psychologists asked women

to select from among twelve pairs of nylon stockings the ones they preferred.

The researchers then asked the women their reasons for their

choices. Texture, "feel," and color featured among the selected reasons. All

the pairs of stockings were, in fact, identical. The women supplied backfit,

post hoc explanations. Does this suggest that we are better at explaining

than at understanding? Let us see.

A series of famous experiments on split-brain patients gives us convincing

physical—that is, biological—evidence of the automatic aspect of

the act of interpretation. There appears, to be a sense-making organ in

us—though it may not be easy to zoom in on it with any precision. Let us

see how it is detected.

Split-brain patients have no connection between the left and the right

sides of their brains, which prevents information from being shared between

the two cerebral hemispheres. These patients are jewels, rare and invaluable

for researchers. You literally have two different persons, and you can

communicate with each one of them separately; the differences between

the two individuals give you some indication about the specialization of

each of the hemispheres. This splitting is usually the result of surgery to

remedy more serious conditions like severe epilepsy; no, scientists in Western

countries (and most Eastern ones) are no longer allowed to cut human

brains in half, even if it is for the pursuit of knowledge and wisdom.

Now, say that you induced such a person to perform an act—raise his

finger, laugh, or grab a shovel—in order to ascertain how he ascribes a

reason to his act (when in fact you know that there is no reason for it other

than your inducing it). If you ask the right hemisphere, here isolated from

the left side, to perform the action, then ask the other hemisphere for an

explanation, the patient will invariably offer some interpretation: "I was

pointing at the ceiling in order to . . . ," "I saw something interesting on

the wall," or, if you ask this author, I will offer my usual "because I

am originally from the Greek Orthodox village of Amioun, northern

Lebanon," et cetera.

6 6 UMBERTO E C O ' S A N T I L I B R A RY

* The word the is written twice.

Now, if you do the opposite, namely instruct the isolated left hemisphere

of a right-handed person to perform an act and ask the right hemisphere

for the reasons, you will be plainly told, "I don't know." Note that

the left hemisphere is where language and deduction generally reside. I

warn the reader hungry for "science" against attempts to build a neural

map: all I'm trying to show is the biological basis of this tendency toward

causality, not its precise location. There are reasons for us to be suspicious

of these "right brain/left brain" distinctions and subsequent pop-science

generalizations about personality. Indeed, the idea that the left brain controls

language may not be so accurate: the left brain seems more precisely

to be where pattern recognition resides, and it may control language only

insofar as language has a pattern-recognition attribute. Another difference

between the hemispheres is that the right brain deals with novelty. It tends

to see series of facts (the particular, or the trees) while the left one perceives

the patterns, the gestalt (the general, or the forest).

To see an illustration of our biological dependence on a story, consider

the following experiment. First, read this:

A B I R D I N T H E

T H E H A N D I S W O R T H

T W O I N T H E B U S H

Do you see anything unusual? Try again.*

The Sydney-based brain scientist Alan Snyder (who has a Philadelphia

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