Cognitive Scaffold

Preparing your thinking workspace

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MENTAL MODEL · M1556

Golem Effect

Golem Effect
Learn & MetacognitionHigh supportEducational Psychology
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Version 1.0.0 · Updated 2026-07-30

CORE DEFINITION

The opposite of the Pygmalion Effect. If you hold low expectations for someone (thinking they are stupid or bad), they will increasingly behave in ways that match your expectations, becoming more stupid or bad.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

Blocking negative prophecies. As a leader or parent, strictly avoid labeling subordinates as 'incompetent'. Once you internally decide they are incompetent, your micro-expressions and feedback will subtly ruin them. Scaffolding use: Emotional firewall. The ultimate weapon against trolls and madmen is not debate, but 'boredom'. Use monosyllabic replies, a blank expression, and cut off the emotional supply line.

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Anchor fast decisions

Opposite to the Pygmalion Effect: the authority's low expectations 'leak' through channels such as micro-expressions, feedback frequency, and task assignment, and are internalized by the other party as self-perception, leading them to behave in ways that conform to the low expectations, forming a self-fulfilling negative cycle.

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Source support: Explicit

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