Kansas AG Kobach sued Snap in state court for deceptive practices and addiction design. Snap claimed federal court jurisdiction by arguing it acted under direction of DHS and FDA, but the court granted remand to state court. Legal analysts warn that Snap's government work claims could expose it to state-actor liability, potentially undermining its content moderation authority and creating massive litigation risk.
Factlabel is a verification system that audits AI-generated content against source data to detect fabricated figures, false attribution, and misleading framing. It uses a three-tier approach combining deterministic code checks and Claude-powered analysis to flag problematic claims, enforce publication gates, and optionally rewrite text until it passes verification.