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CONCEPT

The Ground Check

The embodied evaluative capacity through which humans detect that AI output is <em>off</em> before they can articulate what is wrong — a pre-reflective somatic assessment available only to creatures with bodies.
The Ground Check is the pre-reflective embodied evaluation through which a human reader detects that a passage of AI-generated text is subtly wrong before conscious analysis has identified the error. It is not a conscious deliberation. It is an immediate somatic registration, enacted by the same neural circuits that compute physical balance, force, and containment. The BALANCE schema registers a subtle asymmetry. The FORCE schema detects insufficient resistance where resistance should be. The CONTAINMENT schema notes that the argument does not hold. These evaluations are available only to an embodied evaluator because they depend on the image schemas that embodied experience deposits in the neural architecture. Edo Segal describes performing such a check in You On AI when he caught Claude's incorrect Deleuze reference: smooth prose whose felt wrongness he registered before he could articulate what was off.

In The You On AI Field Guide

The Ground Check is structurally essential to human-AI collaboration because it performs the evaluative function that the AI partner

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