Research & Commentary

As governments around the world move to require age assurance online, attention is growing around whether and how these mechanisms can be implemented accurately and effectively. Recently proposed rules from the New York Office of the Attorney General represent the most significant effort to date by a US public authority to operationalize an age assurance mandate. KGI’s comments on the proposed rules recommend improvements to make them more technically sound and to better account for privacy and service availability.

TikTok’s and Meta’s 2025 DSA risk assessments describe a range of risks and a multitude of mitigations addressing risks to minors: screentime management, parental controls, privacy-oriented design defaults, and restrictions on notifications. However, the risk assessments provide very little information about the level of risks and the effectiveness of chosen mitigations. Internal company documents released in US litigation, on the other hand, tell a different story.

Across the EU and US, two influential digital governance regimes are producing new evidence about how large social media companies assess and respond to potential risks on their platforms. KGI’s latest report compares Meta and TikTok’s EU risk assessments with internal documents emerging from US litigation, revealing significant gaps between public claims about risk mitigation and evidence of how these risks are actually addressed.

Governments around the world are adopting online age assurance requirements of different kinds, reshaping how digital services are accessed by adults and youth. KGI’s latest report provides a technical assessment of how age assurance systems work in practice and examines their accuracy, circumvention resistance, availability, and privacy implications.

Algorithms determine what we read, watch, and encounter online, and, increasingly, they also influence our offline lives. Yet algorithms are often built to maximize short-term engagement and capture attention, rather than to deliver long-term value to users. KGI’s new commentary takes a deep dive into the evolving landscape of recommender system design, highlighting six innovative trends that show it is possible to design better feeds that put people first.