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Every Proovit round is judged by the Shadow Judge engine. Our full AI-use policy is being finalized and will be published here before the product opens.
Our commitment: Shadow Judge is described honestly as consistent, auditable, and rubric-grounded — never “objective” or “bias-free.” Every ballot cites the transcript so you can inspect the decision trail yourself.