The rise of artificial intelligence (AI) has ushered in a new era where decentralized solutions are crucial. Zero Knowledge Proof (ZKP), a groundbreaking technology, is poised to revolutionize how we build and scale AI networks while preserving privacy and trust. As the global demand for compute power and data protection surges, centralized systems struggle to keep pace with these growing pressures. Often, they prioritize performance or security at the expense of the other, creating a system where choices are limited. ZKP emerges as a solution, addressing this challenge by providing a framework designed for privacy-preserving computation, distributed intelligence, and user data sovereignty.