Involved project: Yala

Aspects involved: content reward mechanism and system transparency.
Summary: Reward Mechanism: Yala's Yeti Yell program rewards $Yu tokens for publishing valuable content (such as tutorials, dashboard creation, or honest opinions) without the need for farming, aimed at encouraging genuine expression and reducing 'mouth-pulling' content; however, issues include undisclosed token reward ratios (risk of anti-farming), the team quietly tracking mindshare (black box centralization, questionable efficiency), and lack of fair judgment standards (unclear handling of influence size accounts). System Transparency: Compared to Kaito AI's transparent leaderboard (which can be manipulated leading to echo chamber content), Yala employs a fuzzy leaderboard design to prevent manipulation but still needs to address trust issues, recommending periodic result feedback, disclosure of reward ratios, and introduction of third-party notaries. Conclusion: This mechanism attempts to improve content quality but requires optimization to pass human scrutiny.