A recent whitepaper has drawn attention to Polymarket's innovative design, particularly its use of ranks and on-chain tags to create followable alpha. This approach mirrors a strategy used by a US Current Master, enhancing the platform's appeal. Additionally, the integration of an AI Oracle, which stores model hashes on IPFS with a 10-minute challenge window, offers a verifiable pipeline that could increase trust in smart vaults. The paper also discusses the potential of ZKML and multi-chain technology, dismissing them as mere hype and emphasizing their practical applications. The user experience is streamlined through a combination of wallet, social, and onboarding features, ensuring a smooth interaction. The focus on small bets, latency, and consistency is highlighted as a strategy that outperforms traditional stacks, with auditable automation being a key feature. The mention of $NOYA suggests the beginning of a new phase in this technological evolution.