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Mental Models

Quick or dead: our brains weren’t built for rationality

Duke explains how fast, automatic processing and slower, deliberate reasoning contribute to decisions. Both are useful, but shortcuts can mislead us, and limited attention makes it difficult to check every response. Recognizing a bias alone does not reliably correct it.

THE IDEA

Quick or dead: our brains weren’t built for rationality

Knowing that an outcome depends partly on luck does not make it easy to judge a decision fairly. Behavioral economics offers some explanations for the mistakes we make.

To start, our brains evolved to create certainty and order. We are uncomfortable with the idea that luck plays a significant role in our lives. We recognize the existence of luck, but we resist the idea that, despite our best efforts, things might not work out the way we want. It feels better for us to imagine the world as an orderly place, where randomness does not wreak havoc and things are perfectly predictable. We evolved to see the world that way. Creating order out of chaos has been necessary for our survival.

When our ancestors heard rustling on the savanna and a lion jumped out, making a connection between “rustling” and “lions” could save their lives on later occasions. Finding predictable connections is, literally, how our species survived. Science writer, historian, and skeptic Michael Shermer, in The Believing Brain, explains why we have historically (and prehistorically) looked for connections even if they were doubtful or false. Incorrectly interpreting rustling from the wind as an oncoming lion is called a type I error, a false positive. The consequences of such an error were much less grave than those of a type II error, a false negative. A false negative could have been fatal: hearing rustling and always assuming it’s the wind would have gotten our ancestors eaten, and we wouldn’t be here.

Seeking certainty helped keep us alive all this time, but it can wreak havoc on our decisions in an uncertain world. When we work backward from results to figure out why those things happened, we are susceptible to a variety of cognitive traps, like assuming causation when there is only a correlation, or cherry-picking data to confirm the narrative we prefer. We will pound a lot of square pegs into round holes to maintain the illusion of a tight relationship between our outcomes and our decisions.

Different brain functions compete to control our decisions. Nobel laureate and psychology professor Daniel Kahneman, in his 2011 best-selling Thinking, Fast and Slow, popularized the labels of “System 1” and “System 2.” He characterized System 1 as “fast thinking.” System 1 is what causes you to hit the brakes the instant someone jumps into the street in front of your car. It encompasses reflex, instinct, intuition, impulse, and automatic processing. System 2, “slow thinking,” is how we choose, concentrate, and expend mental energy. Kahneman explains how System 1 and System 2 are capable of dividing and conquering our decision-making but work mischief when they conflict.

I particularly like the descriptive labels “reflexive mind” and “deliberative mind” favored by psychologist Gary Marcus. In his 2008 book, Kluge: The Haphazard Evolution of the Human Mind, he wrote, “Our thinking can be divided into two streams, one that is fast, automatic, and largely unconscious, and another that is slow, deliberate, and judicious.” The first system, “the reflexive system, seems to do its thing rapidly and automatically, with or without our conscious awareness.” The second system, “the deliberative system . . . deliberates, it considers, it chews over the facts.”

The differences between the systems are more than just labels. Automatic processing originates in the evolutionarily older parts of the brain, including the cerebellum, basal ganglia, and amygdala. Our deliberative mind operates out of the prefrontal cortex.

Colin Camerer, a professor of behavioral economics at Caltech and leading speaker and researcher on the intersection of game theory and neuroscience, explained to me the practical folly of imagining that we could just get our deliberative minds to do more of the decision-making work. “We have this thin layer of prefrontal cortex made just for us, sitting on top of this big animal brain. Getting this thin little layer to handle more is unrealistic.” The prefrontal cortex doesn’t control most of the decisions we make every day. We can’t fundamentally get more out of that unique, thin layer of prefrontal cortex. “It’s already overtaxed,” he told me.

These are the brains we have and they aren’t changing anytime soon. Making more rational decisions isn’t just a matter of willpower or consciously handling more decisions in deliberative mind. Our deliberative capacity is already maxed out. We don’t have the option, once we recognize the problem, of merely shifting the work to a different part of the brain, as if you hurt your back lifting boxes and shifted to relying on your leg muscles.

Both deliberative and reflexive mind are necessary for our survival and advancement. The big decisions about what we want to accomplish recruit the deliberative system. Most of the decisions we execute on the way to achieving those goals, however, occur in reflexive mind. The shortcuts built into the automatic processing system kept us from standing around on the savanna, debating the origin of a potentially threatening sound while its source devoured us. Those shortcuts keep us alive, routinely executing the thousands of decisions that make it possible for us to live our daily lives.

We need shortcuts, but they come at a cost. Many decision-making missteps originate from the pressure on the reflexive system to do its job fast and automatically. No one wakes up in the morning and says, “I want to be closed-minded and dismissive of others.” But what happens when we’re focused on work and a fluff-headed coworker approaches? Our brain is already using body language and curt responses to get rid of them without flouting conventions of politeness. We don’t deliberate over this; we just do it. What if they had a useful piece of information to share? We’ve tuned them out, cut them short, and are predisposed to dismiss anything we do pick up that varies from what we already know.

Most of what we do daily exists in automatic processing. We have habits and defaults that we rarely examine, from gripping a pencil to swerving to avoid an auto accident. The challenge is not to change the way our brains operate but to figure out how to work within the limitations of the brains we already have. Being aware of our irrational behavior and wanting to change is not enough, in the same way that knowing that you are looking at a visual illusion is not enough to make the illusion go away. Daniel Kahneman used the famous Müller-Lyer illusion to illustrate this.

When to use it

  • Investing: Avoiding panic selling or buying based on short-term market noise by recognizing reflexive reactions.

  • Hiring: Resisting snap judgments about candidates (reflexive) and using structured interviews to engage deliberative evaluation.

  • Risk management: In project planning, accounting for overconfidence bias by deliberately seeking disconfirming evidence.

  • Personal relationships: Noticing when automatic dismissiveness shuts down useful input from others.

FROM THEORY TO EVERYDAY LIFE

In practice

01

Dismissing a Coworker

A coworker approaches while you are concentrating. Before considering what they have to say, you use curt responses and body language to end the conversation. That automatic reaction can keep you from hearing useful information.

02

Rustling on the savanna

Our ancestors on the savanna heard rustling and had to decide quickly if it was a lion or the wind. Mistaking wind for a lion (false positive) was less costly than mistaking a lion for wind (false negative), which could be fatal.

03

Müller-Lyer illusion

Daniel Kahneman used the Müller-Lyer illusion to show that knowing you are looking at an illusion does not make it disappear, similar to how awareness of irrationality doesn't automatically change behavior.

✳

A MOMENT TO REFLECT

Put it to work.

  1. How can you identify when your reflexive mind is taking over in a high-stakes decision?

  2. Think of a time you jumped to a conclusion (false positive) or missed a warning sign (false negative). Which error was more costly and why?

  3. What strategies can you use to engage your deliberative mind when facing complex, uncertain problems?

Connected ideas

Another lens can bring the same problem into focus.

Often confused with

References

  1. The Believing Brain — Michael Shermer (2011)
  2. Thinking, Fast and Slow — Daniel Kahneman (2011)
  3. Kluge: The Haphazard Evolution of the Human Mind — Gary Marcus (2008)
  4. Colin Camerer interview — Colin Camerer

CONTINUE THE CONVERSATION

Source texts

  • Thinking in Bets Making Smarter Decisions When You Dont Have All the Facts (Annie Duke)
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