As AI chip value and integration complexity keep rising, King Yuan Electronics (KYEC) President Gauss Chang said semiconductor testing is shifting from being considered “part of the supply chain” to a “part of the process.” He said the supply chain is also moving toward a new collaboration model built around four integrated elements: equipment, accessories, testing, and products.