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Mental Models

Subtractive Knowledge

Knowledge grows more by subtracting errors than by adding facts; negative knowledge (what is wrong) is more robust than positive knowledge, as disconfirmation is more rigorous than confirmation.

THE IDEA

Subtractive Knowledge

Now when it comes to knowledge, the same applies. The greatest—and most robust—contribution to knowledge consists in removing what we think is wrong—subtractive epistemology.

In life, antifragility is reached by not being a sucker. In Peri mystikes theologias, Pseudo-Dionysos did not use these exact words, nor did he discuss disconfirmation, nor did he get the idea with clarity, but in my view he figured out this subtractive epistemology and asymmetries in knowledge. I have called “Platonicity” the love of some crisp abstract forms, the theoretical forms and universals that make us blind to the mess of reality and cause Black Swan effects. Then I realized that there was an asymmetry. I truly believe in Platonic ideas when they come in reverse, like negative universals.

So the central tenet of the epistemology I advocate is as follows: we know a lot more what is wrong than what is right, or, phrased according to the fragile/robust classification, negative knowledge (what is wrong, what does not work) is more robust to error than positive knowledge (what is right, what works). So knowledge grows by subtraction much more than by addition—given that what we know today might turn out to be wrong but what we know to be wrong cannot turn out to be right, at least not easily. If I spot a black swan (not capitalized), I can be quite certain that the statement “all swans are white” is wrong. But even if I have never seen a black swan, I can never hold such a statement to be true. Rephrasing it again: since one small observation can disprove a statement, while millions can hardly confirm it, disconfirmation is more rigorous than confirmation.

This idea has been associated in our times with the philosopher Karl Popper, and I quite mistakenly thought that he was its originator (though he is at the origin of an even more potent idea on the fundamental inability to predict the course of history). The notion, it turned out, is vastly more ancient, and was one of the central tenets of the skeptical-empirical school of medicine of the postclassical era in the Eastern Mediterranean. It was well known to a group of nineteenth-century French scholars who rediscovered these works. And this idea of the power of disconfirmation permeates the way we do hard science.

As you can see, we can link this to the general tableaus of positive (additive) and negative (subtractive): negative knowledge is more robust. But it is not perfect. Popper has been criticized by philosophers for his treatment of disconfirmation as hard, unequivocal, black-and-white. It is not clear-cut: it is impossible to figure out whether an experiment failed to produce the intended results—hence “falsifying” the theory—because of the failure of the tools, because of bad luck, or because of fraud by the scientist. Say you saw a black swan. That would certainly invalidate the idea that all swans are white. But what if you had been drinking Lebanese wine, or hallucinating from spending too much time on the Web? What if it was a dark night, in which all swans look gray? Let us say that, in general, failure (and disconfirmation) are more informative than success and confirmation, which is why I claim that negative knowledge is just “more robust.”

Now, before starting to write this section, I spent some time scouring Popper’s complete works wondering how the great thinker, with his obsessive approach to falsification, completely missed the idea of fragility. His masterpiece, The Poverty of Historicism, in which he presents the limits of forecasting, shows the impossibility of an acceptable representation of the future. But he missed the point that if an incompetent surgeon is operating on a brain, one can safely predict serious damage, even the death of the patient. Yet such subtractive representation of the future is perfectly in line with his idea of disconfirmation, its logical second step. What he calls falsification of a theory should lead, in practice, to the breaking of the object of its application.

In political systems, a good mechanism is one that helps remove the bad guy; it’s not about what to do or who to put in. For the bad guy can cause more harm than the collective actions of good ones. Jon Elster goes further; he recently wrote a book with the telling title Preventing Mischief in which he bases negative action on Bentham’s idea that “the art of the legislator is limited to the prevention of everything that might prevent the development of their [members of the assembly] liberty and their intelligence.”

And, as expected, via negativa is part of classical wisdom. For the Arab scholar and religious leader Ali Bin Abi-Taleb (no relation), keeping one’s distance from an ignorant person is equivalent to keeping company with a wise man.

Finally, consider this modernized version in a saying from Steve Jobs: “People think focus means saying yes to the thing you’ve got to focus on. But that’s not what it means at all. It means saying no to the hundred other good ideas that there are. You have to pick carefully. I’m actually as proud of the things we haven’t done as the things I have done. Innovation is saying no to 1,000 things.”

When to use it

  • In scientific research, prioritize experiments designed to falsify hypotheses rather than confirm them.

  • In business strategy, focus on eliminating bad processes or products rather than adding new ones.

  • In personal development, identify and remove negative habits instead of just adding positive ones.

  • In risk management, focus on preventing worst-case scenarios (what can break) rather than forecasting best outcomes.

FROM THEORY TO EVERYDAY LIFE

In practice

01

Black Swan and Disconfirmation

If you spot a black swan, you can be certain the statement 'all swans are white' is wrong. But even millions of white swans cannot confirm it. Confirmation and disconfirmation are asymmetric.

02

Incompetent Surgeon Prediction

If an incompetent surgeon is operating on a brain, one can safely predict serious damage or death. This is a subtractive representation of the future: knowing what will go wrong, rather than forecasting positive outcomes.

03

Steve Jobs on Focus and Negation

Steve Jobs said: 'Innovation is saying no to 1,000 things.' Focus means saying no to good ideas, subtracting rather than adding. This is a practical application of subtractive knowledge in business.

✳

A MOMENT TO REFLECT

Put it to work.

  1. How can you apply subtractive epistemology to improve your decision-making? Identify a belief that might be more robust as a negative statement.

  2. In your field of work or study, what are some examples of negative knowledge that are more reliable than positive knowledge?

  3. Think of a time when saying 'no' to a good opportunity led to better outcomes. How does this relate to subtractive knowledge?

Connected ideas

Another lens can bring the same problem into focus.

Often confused with

References

  1. The Poverty of Historicism — Karl Popper (1957)
  2. Peri mystikes theologias — Pseudo-Dionysius
  3. Preventing Mischief — Jon Elster

CONTINUE THE CONVERSATION

Source texts

  • Antifragile (Nassim Nicholas Taleb)
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