Machine-Checkable Output Contracts for Generated Text

an output you can validate with a schema is the difference between a demo and something a pipeline can consume

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LLM Structured Output: State Machines and Finite Automata for JSON Validation

Structured output generation relies on formal language theory to constrain large language model decoding using Finite Automata for regular languages and Pushdown Automata for context-free grammars. T…