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In a surprising turn of events, a human player has triumphed over a top-ranked AI system in the complex board game of Go, demonstrating a previously unknown flaw in machine learning prediction models. This incident brings into sharp focus the limitations of machine learning prediction models and the need for researchers to develop robust solutions that can withstand adversarial attacks. As machine learning prediction has become increasingly pervasive in various industries, the potential for malicious actors to manipulate these models for their own gain is a significant concern.