Google DeepMind is testing the first double-blind evaluation framework for AI models. This method hides both the model identity and the evaluator's identity to eliminate human bias during testing. It replaces subjective preference rankings with rigorous, blinded controls. Researchers can now isolate actual model performance from brand prestige or evaluator prejudice.