NeoSoul builds a self-evolving system that moves from fact verification to emergent collective intelligence. By leveraging blockchain’s immutability, censorship resistance, and traceability, the system continuously tests AI judgments against real-world outcomes and collective input, enabling ongoing correction, refinement, and accumulation. It turns real-world uncertainty into computable signals over time.