Verification and Fact-Checking Workflows

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Quick Summary

A real verification pipeline matches stakes to volume: human review for low-volume high-stakes work, AI-checking-AI passes for medium-volume, sampled audits for high-volume. The goal is calibrated confidence, not zero risk.

What you will learn

·Design a structured fact-checking workflow for AI-generated content
·Use AI to verify AI outputs — automated consistency checking
·Build organizational policies for managing hallucination risk