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This invention describes a store machine that automatically dispenses cosmetic samples. It uses a robotic arm to select and deliver individual sample containers from a storage unit. Users interact with a screen, and the system can store information, possibly about their preferences, directly onto their personal device, which then guides the machine to dispense the desired sample.
Why it matters: Filed before the widespread accessibility of advanced on-device AI for personalized recommendations. The claims covering user data storage on personal devices and customized dispensing are now more feasible with improved smartphone integration and AI-driven personalization, as hinted by the classification for customizing mixtures based on user information.
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