Lighter CEO Discusses Appeal Mechanism for Sybil Screening

According to Odaily, Vladimir Novakovski, founder and CEO of Lighter, addressed the topic of Sybil screening during an interview on a Twitter Space hosted by jez (@izebel_eth). Novakovski stated that an appeal mechanism is in place for users who feel unfairly targeted by the algorithm. He noted that the number of appeals has been lower than expected. Users are encouraged to fill out an appeal form on Discord if they believe the algorithm has been unjust. Novakovski explained that the specifics of the algorithm will not be disclosed to prevent targeted optimization. The process involves extensive data science work, including cluster analysis and behavior pattern recognition. Lighter's quantitative team, whose regular duties include liquidity and market-making coordination, spent several weeks on this project. The company also consulted with protocols and individual Sybil hunters who have conducted similar work. Novakovski expressed confidence in the final results but urged users to appeal in cases of potential misjudgment.