The processing of complex irregular-shaped parts often involves irregular contours, thin-walled structures, multi-faced transitions, etc. When using AI-powered CNC machining and data-driven methods, the cutting parameter settings need to go beyond the standard framework of common parts, dynamically optimizing based on process stages, workpiece rigidity, typeface characteristics, and...