Governance & frameworks
Artificial intelligence is fundamentally reshaping the online landscape, introducing both unprecedented opportunities for safety enhancement and novel risks that require proactive governance.
AI systems now power content moderation at scale, detect harmful patterns invisible to human reviewers, and personalise user experiences.
Content Safety
Algorithmic Harm and Bias
Synthetic Media
Transparency and Explainability
Age verification has become a cornerstone of online safety, particularly as platforms face increasing regulatory requirements to protect minors from harmful content.
Effective age verification systems must balance the need for robust protection with privacy considerations and user experience.
Privacy and Protection
Multi Layered Verification
Regulatory Compliance
Innovation and Standards
Content moderation represents one of the most complex challenges in online safety, requiring organisations to make nuanced judgments about billions of pieces of content while respecting free expression, cultural differences, and local laws.
Effective moderation combines automated systems, human review, and community governance to identify and act on content that violates platform policies or legal requirements.
Human AI Moderation
Moderator Wellbeing and Support
Transparency and Appeals