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artificial intelligence systems that use biometrics such as face scans are ready to be deployed in retail and hospitality to identify young customers attempting to purchase age-restricted goods such as alcohol we had to work out how to use technology statistics measurement and analysis to assess the efficacy of these systems so they can be safely deployed in a way that regulators can have confidence and underage people are prevented from accessing age-restricted goods and services the result was a world first we not only tackled measuring and docHubing the performance of age estimation systems but also set requirements for measuring racial and gender bias a critically important aspect of gaining public confidence in artificial intelligence our technical standard for age estimation means that local regulators have access to independent third-party certification of age estimation systems