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CONCEPT

Attribute Substitution

Kahneman and Shane Frederick's term for System 1's practice of answering an easier question when confronted with a hard one — without the answerer noticing the substitution has occurred.
Attribute substitution is the cognitive operation by which the mind, confronted with a difficult question it cannot readily answer, silently replaces it with an easier related question and answers that instead. Asked "how happy are you with your life?" — a question requiring integration across many domains — System 1 substitutes "how do I feel right now?" and delivers the current mood as though it were the comprehensive assessment. Asked "how much would you contribute to save the dolphins?" — a question requiring economic analysis — System 1 substitutes "how much do I care about dolphins?" and delivers emotional intensity as a financial answer. The substitution is seamless. There is no experiential marker that alerts the person to the switch. In AI collaboration, substitution operates bidirectionally: the machine often answers a question adjacent to the one asked, and the human evaluates the answer using substitution heuristics that make the mismatch invisible.
Attribute Substitution
Attribute Substitution

In The You On AI Field Guide

Kahneman formalized attribute substitution with Shane

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