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We are currently facing an epistemological crisis in how we assess talent and intellect. The rapid proliferation of Generative Artificial Intelligence (AI) has forced academic and corporate institutions into a defensive posture. Rather than adapting to human-computer symbiosis, many organizations have entrenched themselves in reactionary paradigms. Academia continues to frame AI usage through the outdated lens of traditional plagiarism, while corporate hiring pipelines invest