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MENTAL MODEL · M11295

Confirmation Bias Calibration

Confirmation Bias Calibration
Learn & MetacognitionHigh supportCognitive Science
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Updated 2026-08-13

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INTRODUCTION

English translation pending.

CORE DEFINITION

Confirmation bias calibration is the deliberate identification of one's own tendency to seek, interpret, and remember information that supports an existing view while discounting contradicting evidence. The core claim, from cognitive psychology, is that this bias runs automatically and that only an explicit counter-check at the decision point can counteract it. The practice forces two questions before commitment: am I searching only for support, and where is the opposing evidence? It is closely tied to the pre-mortem and red-team techniques.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

- Pre-decision check: before committing, ask where the evidence against your view actually is. - Counter-evidence list: write down the strongest objections rather than the ones easiest to dismiss. - Devil's advocate: assign someone the role of attacking the plan you favor.

anchor

Anchor fast decisions

Confirmation bias operates as fast, automatic thinking that privileges evidence consistent with what is already believed, because inconsistency is costly to process. A self-check inserts a slow, deliberate counter-routine at exactly the point where the automatic bias would otherwise close the loop. Naming the opposing evidence out loud makes the suppressed contradiction available to the decision, which is why explicit checking works where silent reassurance fails.

MINIMUM ACTION

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Source support: Explicit

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