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Why Starting From Scratch Can Reduce Cognitive Overload

Written by Dr. Shawn Watson · 1 min read
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Why Starting From Scratch Can Reduce Cognitive Overload

Mental overload isn’t simply the result of thinking too much.

It’s more closely linked to how much complexity the brain is asked to manage at once.

Cognitive Load and Complexity

Cognitive load theory shows that working memory has limited capacity. As tasks accumulate rules, exceptions, and dependencies, performance slows and errors increase.

Researchers describe this as high element interactivity, when many factors must be considered simultaneously.

How Assumptions Add Invisible Load

Inherited assumptions act like extra variables. Each one introduces another condition the brain must track, even when it’s unnecessary.

Over time, this increases friction and reduces decision quality.

Why Starting From Scratch Helps

Starting from scratch, as used in first principles thinking, temporarily removes inherited structure. By focusing only on what must be true, the brain can reallocate resources from maintaining complexity to rebuilding deliberately.

This doesn’t eliminate effort. It makes effort more efficient.

Did you know?

Cognitive load theory distinguishes between intrinsic complexity (what a task requires) and extraneous complexity (added by how a problem is framed). Reducing assumptions often lowers extraneous load.

References

Sweller J. Cognitive load during problem solving: effects on learning. Cogn Sci. 1988. 

Sweller J, van Merriënboer JJG, Paas F. Cognitive load theory and instructional design. 

Kool W, McGuire JT, Rosen ZB, Botvinick MM. Decision making and the avoidance of cognitive demand. J Exp Psychol Gen. 

The Dual Process model: the effect of cognitive load on intentionality decision-making. Front Psychol. 2025.

Cognitive Load Theory overview (open‑access summary). 

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