CONCEPT
Cognitive Locality
The specific configuration of assumptions, approaches, aesthetic standards, and practical consciousness that constitutes a professional community's distinctive way of thinking — the cognitive equivalent of geography.
A useful operational term for what Mannheim called the social location of knowledge at the scale of professional and disciplinary communities. Every field of practice develops its own cognitive locality: its preferred forms of evidence, its standard argumentative moves, its implicit aesthetic standards, its taken-for-granted assumptions about what constitutes good work. These localities are real — they enable the rapid communication and collective advancement that disciplines depend on — and they are partial, revealing certain features of reality while concealing others.
In The You On AI Field Guide
The AI moment is dissolving many traditional cognitive localities while reinforcing others. When large language models generate code, design, legal briefs, and strategic analysis from a single training corpus, they impose a particular cognitive locality — the Silicon Valley-academic synthesis that dominated the training data — onto domains that had developed their own distinctive cognitive localities over centuries.
The dissolution is not neutral. It privileges the specific standards, aesthetics, and assumptions embedded in the model's training. A medical practice developed within its own
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