TOPOLOGICAL COMPUTING SYSTEMS AND METHODS

A present invention relates to the field of quantum computing. More specifically, the invention pertains to systems, devices, and methods for realizing fault-tolerant, room-temperature quantum information processing by utilizing intrinsic quantum media, particularly moiré materials engineered to exhibit correlation-driven topological order. Another present invention relates to the field of artificial intelligence and machine learning, and more specifically to systems and methods for constructing, designing, and training machine learning models based on generative first principles. Another present invention relates to the field of computer security and cryptography. More specifically, the invention pertains to computer-implemented methods and systems for generating cryptographic keys, creating cryptographic hashes, and encrypting data using principles derived from topological stability and number-theoretic resonance to achieve enhanced security.