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Slop

Slop predates AI by thirty years

Slop predates AI by thirty years. Template economies produce identical surfaces — the same layout, the same hierarchy, the same decisions not made. AI accelerates what was already in motion. The original cause remains: building without having decided first.

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All perspectives

Reckoning

Four decisions that made the governing layer invisible

Governing principle

The decision that precedes every other

Hidden design

How an engineering choice became a design assumption

Slop

Slop predates AI by thirty years

Content creators

Your content reaches everyone the same way

Prior art

A thirty-year-old method the design field never named

Spec before AI

Any AI can convert a design document into a Catenator specification

Structured content

Structured content and the governance argument

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