THE READING QUESTION
Intuition is more informative when people have learned meaningful patterns in an environment that supplies usable feedback. Confidence alone cannot show that those conditions are present.
Identify the conditions in the argument
Kahneman and Klein examine conditions under which intuitive expertise may be trustworthy and conditions under which it may mislead. The source is useful because it moves beyond a simple contest between intuition and analysis. Read it for the learning environment, the regularities available, and the quality of feedback. Those conditions matter more than how immediate or compelling a judgment feels.
A fictional product forecast
A fictional retail buyer, Farah, is skilled at recognizing defective stitching after years of inspecting garments and seeing whether repairs succeed. She also feels confident predicting which new fashion theme will dominate next year. The two intuitions arise in different environments. Defect recognition may offer frequent examples and relatively prompt feedback. A long-range trend forecast involves changing markets, limited repeated opportunities, and many competing explanations for success. Farah's demonstrated expertise in one task should not automatically be transferred to the other simply because both concern clothing and both feel intuitive.
Audit the learning environment
For this exercise, create a feedback ledger for each task. Record how often judgments are made, how quickly outcomes become visible, whether the relevant pattern is stable, and whether alternative explanations can be checked. Then ask what information would improve a weak environment. Farah might record forecasts in advance, specify the conditions under which they apply, and compare them with a simple baseline. A strong narrative after the outcome is known is not the same as learning from a recorded prediction. The exercise should also identify where deliberate checking remains valuable even when intuition is well practiced, especially when an error has serious consequences.
Questions for the article
Ask how the authors define expertise and distinguish it from subjective confidence. Which conditions support learning from experience, and which make experience less informative? Does repeated exposure supply clear feedback or merely repeated opportunities to rationalize an outcome? For Farah, what evidence would justify trusting the garment inspection judgment more than the trend forecast? Consider whether the task has changed enough to make earlier experience less relevant. Reading this way encourages calibrated trust in intuition, with the degree of trust tied to the learning conditions rather than to a person's general reputation for decisiveness.
Apply the insight without a global score
Machiavelli Decision Practices contains original self-reported questions about habits. It does not measure intuitive expertise or certify that a participant's judgments are accurate. Farah can use a prompt to inspect the feedback available for a particular decision. The new questionnaire needs its own research, while real decisions should combine relevant experience, explicit checks, and independent evidence appropriate to the stakes.
FOLLOW THE ORIGINAL SOURCES
Kahneman and Klein (2009) ↗Continue the reading
Decision practices are not an intelligence score →