New Boy centres around a convolutional neural network (CNN) recognition system designed for smartphone identification, which has been incorporated into an outdated computing platform. Owing to CNN's reliance on representation learning, the system frequently misclassifies handheld rectangular objects as smartphones. This phenomenon emulates the cognitive quandary experienced by middle-aged and elderly individuals within a society characterized by a profusion of symbols and information, using a simplified AI learning model.