Cognitive Scaffold

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MENTAL MODEL · M7289

Second-Order Thinking

Second-Order Thinking
DecidemediumDecision Science
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Updated 2026-08-11

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INTRODUCTION

English translation pending.

CORE DEFINITION

Second-Order Thinking, popularized by investor Howard Marks, extends reasoning beyond an action's direct consequence to the consequences of that consequence. Its core proposition is that in any interactive system the first-order effect is visible to everyone and therefore already priced in, so advantage comes from anticipating how others respond and what those responses trigger. The key qualifier is that it demands explicit modeling of other actors and of time, since higher-order chains diverge quickly and lose predictive value after a few rounds.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

- Chain prompt: ask what happens after the obvious first result actually lands on others. - Response modeling: model how competitors respond to your move and adjust your plan accordingly. - Stop rule: stop extending the chain once your estimates turn purely speculative and thin.

anchor

Anchor fast decisions

Every action changes the incentives of others, and their reactions become inputs to the next round. First-order reasoning treats the system as static and stops at the immediate outcome. Extending the chain one or two rounds captures the response that erodes or amplifies the original gain, which is exactly the part most participants have not modeled.

MINIMUM ACTION

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Source support: Explicit

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    eric.ed.govhttps://eric.ed.gov/?id=EJ1369782ZH · Explicit
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