mandatory-verification

To enforce fact-checking and source citation for legal research, apply a structured verification workflow that identifies factual propositions and checks them against primary sources before presentation. This ensures claims have precise inline citations for traceability.

External verification for factual claims is a process of validating propositions against authoritative sources before presenting them. You need it for policy drafting, journalism, and compliance tasks requiring current information, precise citations, or authoritative verification.

Handle uncertain or unresolved propositions during compliance research by clearly labeling them as hypothetical or unverified. Provide sources for further checking instead of presenting them as true, maintaining strict uncertainty handling throughout the workflow.

You can use automated verification workflows for regulatory compliance and policy drafting by running external verification on every factual claim. The workflow identifies verifiable statements and attaches inline sources, ensuring adherence to primary sources.

The best way to ensure inline citations attach to every verifiable claim is to require a structured external verification workflow. This process mandates checking each factual proposition against primary sources and attaching precise inline citations before presentation.

AI-assisted journalism requires external verification before presenting information to reduce the risk of outdated or incorrect claims. By validating factual propositions against primary sources, the workflow ensures factual accuracy and provides traceable inline citations.