This invention discloses a STE (Spectrum-
Tensor-Encoding) encoding construction method and a national security
encryption system based on the fundamental principles of proportionality, solving the problems of fixed
encryption keys, reproducible encoding, single security levels, and poor
chip and AI
scenario adaptability in traditional
encryption. The technical solution uses the fundamental principles of proportionality as its underlying axiom, defining the golden ratio coefficient α and the fundamental reference P₀ to generate a hierarchical set of fundamental ratio parameters. It combines a
unique user identifier with hash operations to generate uncopyable STE encoding primitives, which are then recursively concatenated and checked against CRC to construct multi-level STE encoding. A
timestamp and the fundamental ratio are introduced to generate a 128-bit dynamic key, achieving a three-dimensional binding of encoding, key, and time. This invention extends a dedicated encryption
instruction set at the
chip level and implements weighted encryption and trusted
verification of the
inference link at the AI large-
scale model level. It possesses fundamental uniqueness, dynamic anti-
cracking capabilities, hardware-level acceleration, and full-link AI encryption capabilities, supporting national-level
information security, vehicle networking, government communications, and large-
scale model security deployment. Its security strength and operational efficiency are significantly superior to traditional symmetric / asymmetric encryption systems.