.@JoinSapien's contributor system turns AI training into a gamified climb, where skill, consistency, and on-chain reputation unlock higher stakes and bigger rewards. From Trainee to Master, each tier raises the bar in accuracy, stake, and responsibility while giving contributors access to more complex tasks, stronger multipliers, and governance roles. Reputation (0–1000) is earned through accuracy, volume, and peer validation, creating a self-regulating hierarchy where newcomers learn under review, seasoned experts enforce standards, and Masters lead the protocol’s most critical workflows. The design ensures quality scales with growth, rewarding real performance and not just participation.