4.9 Incentive Mechanism Calibration and Anti-Abuse

The parameters for behavior incentives are validated in three phases: AI-based simulations, closed testing, and public test data regression. The system has built-in Sybil attack detection, cooldown periods, and a reputation scoring system to ensure that reward distribution matches genuine user contribution. These measures prevent arbitrage and abuse, safeguarding the fairness and security of the entire economic system.