Cognitive Scaffold

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MENTAL MODEL · M4878

Andy-Bill's Law

Andy-Bill's Law
SystemsHigh supportSystems Theory
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Version 1.0.0 · Updated 2026-07-30

CORE DEFINITION

"Andy gives, Bill takes away." The improvement in hardware performance is quickly consumed by the bloat of software (operating systems, applications).

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

The paradox of technological progress. The benefits brought by hardware performance improvements are often offset by the increase in software complexity. This explains why new computers don't feel much faster than old ones.

anchor

Anchor fast decisions

This law describes a 'zero-sum' consumption between software and hardware: the hardware computing power improved by Intel (in the era of Andy Grove) is eaten up by the functional bloat of operating systems like Microsoft (in the era of Bill Gates). The mechanism is that software continuously piles up abstraction layers and new features, offsetting the performance improvements perceived by users, forming a cycle where 'hardware always chases software'.

MINIMUM ACTION

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Source support: Explicit

  • link
    zh.wikipedia.orghttps://zh.wikipedia.org/wiki/%E5%AE%89%E8%BF%AA-%E6%AF%94%E7%88%BE%E5%AE%9A%E5%BE%8BZH · Explicit
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