Evaluating age verification measures for online safety

View profile for Haneen Qarout

Managing Director | Digital Policy, Governance, Risk Management & Compliance

Reflecting on a Politico article this morning — “Not all age verification is gold” — the shift in scrutiny from whether measures exist to how well they actually work is already under way. As platforms prepare for the next round of risk assessments, especially with 2026 set to be the year of showcasing mitigations effectiveness, some key questions to ask when assessing include: • Precision and accuracy – consistency of age estimates. • Classification reliability – correct separation of under-18s and adults. • Testing scope – validation under real-world, not lab, conditions. • Bias and representativeness – demographic fairness of results. • Circumvention and independence – resilience and operator neutrality. Effectiveness comes down to whether a measure performs reliably, fairly, and under real conditions. #TrustAndSafety #AgeVerification #DigitalTrust #OnlineSafety #OSA #DSA #UKOSA #childsafetyduties #tremau

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