Sybil Attack Mitigation

Multi-Tier Analysis: Referral patterns beyond the immediate Tier 1/Tier 2 level could help detect Sybil farms where a single entity creates a large number of interconnected accounts.

Performance-Based Rewards: Tying referral rewards to the genuine activity and sustained performance of referred members, rather than just the act of referral, can disincentivize the creation of inactive Sybil accounts.

Verification Requirements for Rewards: Implementing certain verification steps (e.g., minimum usage of the AI Assistant, contribution of a certain amount of resources) before referral rewards are granted can help filter out Sybil referrals.