Moore's Law, the core driver of the semiconductor industry for over half a century, is now approaching its physical limits. The traditional path of solely shrinking transistor sizes has陷入 a triple dilemma of "slowing performance improvement, power consumption explosion, and soaring costs". The traditional chip paradigm, based on reductionist cognition, treats chips as linear collections of transistors and forcibly severs the homologous associations between computing and storage, hardware and sof