Radius compensation is a crucial technique in CNC machining that adjusts the tool path to account for the radius of the cutting tool, ensuring precision in the final dimensions of the workpiece. This adjustment is essential for achieving accurate geometries, especially in complex shapes and contours, by compensating for the tool's physical dimensions in the programming of the machine's movements.