[KongchangAI]
Conceptoutput validator / 验证器

output validator

A deterministic program decoupled from the model that judges whether model output is acceptable before it reaches downstream systems. Common forms include JSON Schema validation, regular expression matching, and enumerated allowlists. It converts intermittent model errors into retryable failures.

Timeline (last 90 days)

Oct 19

An output validator cannot judge at the semantic level whether the fact was chosen correctly; it can only perform deterministic checks.

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Oct 19

If deterministic checks can catch most bad outputs, you can use a smaller model and rely on the validator.

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