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Rubric-consistency on synthetic cases
NoticeGuard versus a plain LLM given the same documents, two prompt styles, three runs each.
Rubric-consistency on synthetic cases. Not legal validation. Expected verdicts were labelled by hand against a published rubric. The baseline is the same model NoticeGuard uses for extraction. Baseline outputs are shown unedited — click any cell to view them.