Research Hub – Web3 Protocol & Airdrop Analytics

Web3 Research HubAnalytical research publications evaluating retroactive incentives, sybil defense clustering, and modular blockchain data availability layers.

Deconstructing Sybil Detection in Retroactive Incentive Distributions - An analytical inspection of how tier-1 protocols utilize graph clustering, funding tree heuristics, and time-series entropy to filter out automated farm bots.

Modular Data Availability: Comparing Celestia, EigenDA, and Ethereum EIP-4844 - A technical comparison of data availability architectures, throughput limitations, cost reduction metrics, and decentralization trade-offs across modular chains.

Evaluating Tokenomics: Vesting Cliffs, Dilution Risk, and Sustainable Utility - A practical framework for evaluating circulating supply, fully diluted valuations (FDV), unlock schedules, and economic rent extraction in Web3 protocols.

Crypto Community Safety: Building a Resilient Anti-Phishing Moderation Model - Best practices, automated bot configurations, and human escalation protocols for safeguarding Web3 Telegram and Discord communities from malicious drainers.