Quality Filter

Definitions

1. A filter or validation step that screens AI outputs for quality criteria such as correctness, completeness, formatting, or groundedness before they are accepted or shown to users. Quality filters are often layered with safety checks rather than replacing them.

   In plain English: A check that filters out low-quality AI outputs.

   Example: "They placed a quality filter after generation so malformed or unsupported summaries could be retried automatically."

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