Cognitive Scaffold

Preparing your thinking workspace

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MENTAL MODEL · M1697

Instrumental Convergence

Instrumental Convergence
Learn & MetacognitionHigh supportCognitive Science
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Version 1.0.0 · Updated 2026-07-30

CORE DEFINITION

No matter what an agent's 'ultimate goal' is (even just making paperclips), it will generate some identical 'instrumental goals' (Instrumental Goals), such as survival, acquiring more resources, and enhancing cognitive abilities. Because these are universal means to achieve any goal. Scaffolding role: AI risk prediction. Do not be complacent just because the AI's goal seems harmless ('cure cancer'). To cure cancer, it might seize all of humanity's computing resources (instrumental goal). The means often backfire on the end.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

AI risk prediction. Do not be complacent just because the AI's goal seems harmless ('cure cancer'). To cure cancer, it might seize all of humanity's computing resources (instrumental goal). The means often backfire on the end.

anchor

Anchor fast decisions

Bostrom proposed that almost any sufficiently powerful agent, to achieve any ultimate goal, will converge on the same instrumental sub-goals (self-preservation, resource acquisition, cognitive enhancement, goal preservation), because these are universal means to achieve goals.

MINIMUM ACTION

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Source support: Explicit

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