CONCEPT
Local Knowledge
Geertz's insistence that consequential understanding of human affairs lives in the <em>specific, situated, stubbornly particular</em> — and that universal claims about the AI transition travel well because they say little about what the transition actually is in any given place.
Local knowledge is Geertz's name for the form of understanding that cannot be extracted from context without loss. The claim that all societies have kinship systems is universally true and practically empty. The consequential knowledge about kinship — how it shapes inheritance, marriage, the distribution of obligation, the texture of emotional life — is always local, embedded in specific histories and specific institutions. The present volume applies the concept to the AI discourse, which is saturated with universal claims — AI democratizes capability, AI increases productivity, AI threatens employment — that conceal the radical variation in what these claims actually mean for specific populations in specific contexts.
In The You On AI Field Guide
The distinction between local and universal knowledge is not a sentimental preference for the particular. It is an epistemological argument about where consequential understanding lives. Universal claims provide a vocabulary. Local knowledge provides the grammar. And a language cannot be spoken with vocabulary