Reputation Scoring System

Each validator and user has a dynamic, real-time reputation score between 0 and 1.0, calculated by AI agents using vector memory and behavioral analytics.

Weighted Factors:

Category	Description	Weight
Token Holding Duration	Stake consistency and time-weighted trust	15%
Governance Participation	Proposal activity, vote frequency, outcome alignment	20%
Social Engagement Quality	Signal-to-noise ratio in chat, social channels	25%
Referral Quality & Onboarding	Human-authenticated referrals, successful activation	10%
Sentiment Alignment	Consistency, civility, truthfulness (AI-evaluated)	15%
Community Trust Indicators	Positive endorsements, reputation delegation	10%
Anomaly Penalties	Bot-like behavior, spam, Sybil activity	-15% (deducted)