The Boundary of Expert Intuition

Thinking, Fast and Slow

This flow follows the attempt to distinguish genuine recognition-based skill from confident substitution in unpredictable domains.

increasing

Bearing strength in each event

decreasing

Fireground Recognition Fireground Recognition from "Thinking, Fast and Slow". A Sixth Sense Quiet Fire A commander senses danger from subtle heat and sound before identifying its cause.

Fireground Recognition from "Thinking, Fast and Slow". A Sixth Sense Quiet Fire A commander senses danger from subtle heat and sound before identifying its cause.

A Sixth Sense Quiet Fire A commander senses danger from subtle heat and sound before identifying its cause. Learned Recognition The intuition is later understood as pattern recognition built through experience.

Simon’s Definition Simon’s Definition from "Thinking, Fast and Slow". Intuition as Recognition Stored Cues A situation activates information preserved in memory.

Simon’s Definition from "Thinking, Fast and Slow". Intuition as Recognition Stored Cues A situation activates information preserved in memory.

Intuition as Recognition Stored Cues A situation activates information preserved in memory. Demystification Expert intuition becomes a rapid retrieval process rather than magic.

The Ford Investment The Ford Investment from "Thinking, Fast and Slow". A False Gut Feeling Familiar Appeal An investment executive likes Ford cars and treats that feeling as stock expertise.

The Ford Investment from "Thinking, Fast and Slow". A False Gut Feeling Familiar Appeal An investment executive likes Ford cars and treats that feeling as stock expertise.

A False Gut Feeling Familiar Appeal An investment executive likes Ford cars and treats that feeling as stock expertise. Question Substitution He answers whether he likes the product instead of whether the stock is underpriced.

Klein Collaboration Klein Collaboration from "Thinking, Fast and Slow". Adversarial Partnership Rival Traditions Daniel Kahneman and Gary Klein begin from opposing attitudes toward intuition.

Klein Collaboration from "Thinking, Fast and Slow". Adversarial Partnership Rival Traditions Daniel Kahneman and Gary Klein begin from opposing attitudes toward intuition.

Adversarial Partnership Rival Traditions Daniel Kahneman and Gary Klein begin from opposing attitudes toward intuition. Shared Boundary They seek conditions under which experts can genuinely be trusted.

Regularity and Feedback Regularity and Feedback from "Thinking, Fast and Slow". Conditions for Skill Predictable Worlds Reliable intuition requires a sufficiently regular environment.

Regularity and Feedback from "Thinking, Fast and Slow". Conditions for Skill Predictable Worlds Reliable intuition requires a sufficiently regular environment.

Conditions for Skill Predictable Worlds Reliable intuition requires a sufficiently regular environment. Learning Opportunity Practice must be prolonged and feedback must be rapid and clear.

During the discussion of expert intuition

Immediately after the firefighter story

Later in the expert-intuition chapter

During the late chapters on expertise

Near the end of the expertise discussion