Add Verification and Safeguards

Work through the explanation, apply it to the example, and complete the quick check before continuing.

List every material claim and its independent verification method. Record supported, contradicted, partly supported, or unresolved evidence.

Use the responsible-use worksheet to add relevant data, security, fairness, accessibility, and rights controls. Treat external content as untrusted. Restrict permissions and actions. Name the owner of every material control.

Write at least one explicit stop condition:

Stop if sources conflict on a material fact. Mark the claim unresolved and send it to the named owner. Do not publish or act.

Controls must address named risks. A disclaimer is not a substitute for safe design.