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LLM Text Classification: 4 JSON Schema Invariants for Reliable CRM Tags

This story is from 2026-10-30. It is preserved in the archive; the latest stories are on the live feed.

Use JSON Schema when an LLM's classification result becomes a CRM action. Keep prompt parsing for disposable analysis, prototypes, and human-reviewed notes. The distinction is not about making the model “understand JSON.” It is about placing a checkable contract between uncertain text generation an…

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  1. 2026-10-30 22:00 · DEV Community — AI
    LLM Text Classification: 4 JSON Schema Invariants for Reliable CRM Tags

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