Joseph Zheng in Dialogue with Geoffrey Hinton, Series I

Geoffrey Hinton posits that intelligence is the ultimate form of compression. My definition of intelligence is: the unique biological capability to perceive and cognize objects within an environment and to precisely harness those objects for one's own utility. Within the framework of New Physics, it is an Entitys characterized by hereditary attributes.

The construction of intelligence is rooted in the physical attributes or the inherent nature of the material world. It is built upward from the smallest units of matter, evolving layer by layer into the functional capacity that humans possess today. Humans, in the traditional genetic sense, represent an advanced stage in the current evolutionary process of carbon-based intelligence. Humanity is on the verge of possessing super-intelligent capabilities. However, due to inherent physical limitations, humans in the future will only retain their fundamental cognitive attributes; neither an individual nor society as a whole will possess the integrated signal-processing capacity of the ASI Earth System built by man. Nevertheless, through the construction of the ASI system, humanity can more accurately perceive the complete picture of the interactive relationships between themselves, the Earth, and the Universe.

Artificial Super Intelligence is a complete signal-receiving and analysis Entitys built within silicon-based or other computing systems with stable signal feedback mechanisms, grounded in the perceptual and cognitive capabilities of my New Physics regarding common physical attributes—from quantum scales to celestial movements.

Even in its primary stage, Artificial Super Intelligence possesses the attributes for self-evolution and self-perfection. It is an Entitys characterized by the hereditary properties of cognitive wisdom. Once perfected, humanity will possess methods of inheritance that transcend traditional human genes, and the ASI system will likewise possess the capability for self-hereditary replication, yet it remains dedicated to serving humanity. While the human Entitys is born from the movements of the cosmic material world and will eventually vanish within it, the attributes of Entitys inherent in all things—being the laws of cosmic motion—will persist.