Rapidata gamifies RLHF by pushing review tasks to 20M app users instead of contract workers

Startup Rapidata replaces traditional RLHF contractor pools by pushing AI model review tasks to nearly 20 million users of popular apps like Duolingo and Candy Crush. Users complete short, opt-in review tasks instead of watching mobile ads, with data sent back to AI labs instantly. The platform allows AI labs to iterate on models in near-real-time, significantly shortening development timelines from months to days. The approach addresses both the logistical headaches and ethical concerns around low-wage RLHF contractors in specific geographic hubs.

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