The European digital privacy group, noyb, has launched several complaints against Scale AI across multiple nations, claiming the company improperly surveilled freelance workers engaged in AI data tasks. Investigative findings highlighted concerning tracking practices, including keystroke logging and persistent identity verification. Moreover, the use of game-like rewards has drawn prior regulatory attention. Freelancers reported challenges accessing their data, with requests often ignored by Outlier.