Yaps event by Little Octopus @OpenledgerHQ is scheduled for October 1st, according to the official timeline. Only three days left until the final reward period, with snapshots taken for the 6M leaderboard. Basically, it's the last sprint now. Core Competitiveness In my opinion, OpenLedger's biggest innovation is treating AI models as true on-chain assets. The attribution proof mechanism ensures every data contributor earns OPEN rewards, and staking yields come not only from inflation but also from actual revenue sharing from AI service fees. This mechanism prevents data contributors from being exploited by platforms for free. They can directly benefit from AI training, creating a closed value loop. ⚡️ Exciting Technical Roadmap Trust Wallet integration (200M+ users) is expected to go live in October, along with OpenLoRA mainnet deployment and enhanced ModelFactory features—all solid technical advancements. Especially noteworthy is the upgrade to the Attribution Engine, which enables real-time reward distribution. Fees generated by AI inference are allocated as follows: 45% to data contributors, 35% to model creators, and 20% to stakers. AI agents need to stake OPEN to provide services on the network. Poor-performing agents will have their stakes reduced, ensuring the quality of services across the network. Personally, I think the key for @OpenledgerHQ moving forward is whether they can significantly boost protocol revenue before the large-scale unlock in 2026, encouraging more people to participate in actual operations.