Binance Research identifies flaws with cryptocurrency airdrops, such as bot assault and a lack of transparency.Improving fairness through obvious eligibility standards and anti-fraud measures can improve airdrop efficiency.Future advances could include AI-powered security and hybrid airdrop techniques for balanced token distribution.Report highlights the need for transparency, security, and fair distribution to optimize the impact of airdrops.