Cognitive Scaffold

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MENTAL MODEL · M8247

Counter-Intuitive Thinking

Counter-Intuitive Thinking
StructureHigh supportCritical Thinking
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Updated 2026-08-15

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INTRODUCTION

English translation pending.

CORE DEFINITION

Counter-intuitive thinking draws on dual-process research, notably Daniel Kahneman's distinction between fast intuitive judgment and slow deliberate reasoning. Its core proposition is that many systems, including probability, incentives, and complex adaptive systems, produce outcomes that contradict intuition, so intuition must be checked rather than trusted. The key qualification is selectivity: intuition is well calibrated in familiar, feedback-rich domains, and the practice applies only where feedback is poor or the system is genuinely non-linear.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

- Use boundary marking: list the domains where your intuition has been trained by real feedback. - Use evidence check: ask what data would confirm or refute the intuitive answer. - Use model substitute: replace the gut answer with a simple calculation or simulation.

anchor

Anchor fast decisions

Intuition is pattern recognition tuned by experience, so it performs well where patterns repeat and feedback is fast, and poorly where outcomes are delayed, probabilistic, or shaped by other agents. In those domains the intuitive answer is generated by availability and resemblance rather than by the underlying structure, and it diverges systematically. Substituting a simple model or a base-rate calculation interrupts that substitution and returns an answer derived from the structure. The practice works because it changes which process generates the judgment, not because intuition is generally wrong.

MINIMUM ACTION

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Source support: Explicit

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    en.wikipedia.orghttps://en.wikipedia.org/wiki/CounterintuitiveZH · Explicit
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