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When novice programmers are tasked with machining new parts, they typically confront worries in determining the ideal functions demanded for successful machining. But with an AI-pushed toolpath proposal system this issue is dealt with by providing smart guidance determined by verified past experiences.Predicting tool use sizing across multi-cutting