No. dnl supports auditors but does not replace them. AI-generated suggestions are advisory — auditors remain responsible for reviewing outputs, validating source references, resolving exceptions and making final audit decisions. Human-in-the-loop is built into the architecture, not bolted on as a feature. Every accepted response is recorded with the AI suggestion, the source reference and the auditor's confirmation, so the chain of review is always visible.
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