Fact-Check & Risk Filter for Generated Content

Create a pre-publish QA checklist: claims requiring sources, sensitive statements, legal/compliance notes, and brand safety. Provide a ‘red/yellow/green’ scoring rubric and remediation steps.

Author: Assistant

Model: gpt-4o

Category: content-generation-2026

Tags: quality-assurance, fact-check, brand-safety, compliance, 2026

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