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Decision Frameworks

Intuition as Recognition

Intuition is pattern recognition: experts draw on a repertoire of patterns from experience to generate a single plausible option, then mentally simulate it to check if it works, as described by Klein's recognition-primed decision (RPD) model and supported by Herbert Simon.

THE IDEA

INTUITION AS RECOGNITION

The early experiences that shaped Klein’s views of intuition were starkly different from mine. My thinking was formed by observing the illusion of validity in myself and by reading Paul Meehl’s demonstrations of the inferiority of clinical prediction. In contrast, Klein’s views were shaped by his early studies of fireground commanders (the leaders of firefighting teams). He followed them as they fought fires and later interviewed the leader about his thoughts as he made decisions. As Klein described it in our joint article, he and his collaborators

investigated how the commanders could make good decisions without comparing options. The initial hypothesis was that commanders would restrict their analysis to only a pair of options, but that hypothesis proved to be incorrect. In fact, the commanders usually generated only a single option, and that was all they needed. They could draw on the repertoire of patterns that they had compiled during more than a decade of both real and virtual experience to identify a plausible option, which they considered first. They evaluated this option by mentally simulating it to see if it would work in the situation they were facing.… If the course of action they were considering seemed appropriate, they would implement it. If it had shortcomings, they would modify it. If they could not easily modify it, they would turn to the next most plausible option and run through the same procedure until an acceptable course of action was found.

Klein elaborated this description into a theory of decision making that he called the recognition-primed decision (RPD) model, which applies to firefighters but also describes expertise in other domains, including chess. The process involves both System 1 and System 2. In the first phase, a tentative plan comes to mind by an automatic function of associative memory—System 1. The next phase is a deliberate process in which the plan is mentally simulated to check if it will work—an operation of System 2. The model of intuitive decision making as pattern recognition develops ideas presented some time ago by Herbert Simon, perhaps the only scholar who is recognized and admired as a hero and founding figure by all the competing clans and tribes in the study of decision making. Simon defined intuition as follows: “The situation has provided a cue; this cue has given the expert access to information stored in memory, and the information provides the answer. Intuition is nothing more and nothing less than recognition.”

This strong statement reduces the apparent magic of intuition to the everyday experience of memory. We marvel at the story of the firefighter who has a sudden urge to escape a burning house just before it collapses, because the firefighter knows the danger intuitively, “without knowing how he knows.” However, we also do not know how we immediately know that a person we see as we enter a room is our friend Peter. The moral of Simon’s remark is that the mystery of knowing without knowing is not a distinctive feature of intuition; it is the norm of mental life.

When to use it

  • A firefighter deciding whether to enter a burning building based on subtle cues from the environment.

  • A chess player choosing a move quickly in a timed match.

  • A doctor making a rapid diagnosis based on pattern recognition from years of clinical experience.

  • A pilot reacting instinctively to an emergency situation by recognizing a familiar fault pattern.

FROM THEORY TO EVERYDAY LIFE

In practice

01

Fireground Commander

Fireground commanders draw on over a decade of experience to generate a single plausible course of action (e.g., entering a burning building) without comparing multiple options. They mentally simulate it and modify if needed. The sudden urge to escape a collapsing house is a pattern recognition response.

02

Chess Expertise

Chess masters quickly recognize patterns from thousands of games, generating a strong candidate move without deliberate analysis, then mentally simulate it to verify its effectiveness.

✳

A MOMENT TO REFLECT

Put it to work.

  1. Think of a recent intuitive decision you made. Can you trace the pattern recognition that led to it?

  2. How can you deliberately build more patterns in your area of expertise to improve your intuitive judgments?

  3. Recall a time you mentally simulated a plan before acting. How did that simulation influence your decision?

Connected ideas

Another lens can bring the same problem into focus.

Often confused with

CONTINUE THE CONVERSATION

Source texts

  • Thinking, Fast and Slow (Daniel Kahneman)
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