Social media platforms are under relentless fire from regulators, advocacy groups, and the public over the spread of harmful or sensitive content. Whether it’s political ads, health misinformation, gambling promos, or adult material, the pressure to include clear disclaimers and warnings has never been higher. The problem is that most platforms treat these labels as optics — tiny fine print added for appearances — which advocacy groups dismiss as ineffective, and regulators view as insufficient. Warning Lab solves this pain point by turning disclaimers into measurable, defensible, good-faith compliance tools. Instead of checking a box, platforms can show regulators they’ve made serious, evidence-based efforts to protect users, reduce liability, and build public trust.
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