Novakovski stated that fewer users than expected have appealed Sybil flags, with submissions possible via Discord, while algorithm specifics remain undisclosed to avoid targeted manipulation.
Lighter CEO Vladimir Novakovski revealed in a Twitter Space interview that the platform’s Sybil screening process includes an appeal mechanism, but has received fewer appeals than anticipated. Users can submit appeals through Discord, and while the system uses data science and clustering techniques to detect non-genuine accounts, the exact algorithm details will not be disclosed to prevent targeted optimization. Points from flagged accounts are reassigned to genuine users, and large token transfers are unrelated to airdrops.