Information Retrieval Labor, LLMs, and the Semantic Web

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I have a hunch that one of the more useful applications of LLMs in the longer term will be transforming unstructured prose into structured data with the guidance of a schema. By "schema" I mean a formal syntactic structure (e.g. a JSON Schema, TypeScript type) chosen by a human being with a particular set of retrieval tasks in mind. For a very cool example of what this approach can yield, check…

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