Genome Protocol's Splice framework consists of 5 interconnected systems working in tandem to ensure ecosystem integrity. At its core sits the Shield—a critical layer designed to filter out bot activity, Sybil attacks, and spam transactions that cloud real user behavior signals. What makes this approach stand out is the focus on authenticity. Instead of chasing vanity metrics, Genome prioritizes genuine engagement and actual user retention. By distinguishing real participants from noise, the protocol creates a cleaner foundation for meaningful on-chain interactions. This architecture reflects a broader shift in Web3: quality over quantity. Projects are learning that sustainable growth depends less on inflated user counts and more on identifying and nurturing genuine community members. That's where Splice's design philosophy gains traction—it's built for protocols and platforms that want to measure what actually matters.