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Neurosurgeons operate in an environment of extremely high stakes, where micro-adjustments in decision-making have immediate life-or-death consequences. Because neural tissue is delicate and varies significantly between patients, the role relies on deep contextual reasoning, high-level sensory integration, and the ability to manage unpredictable intraoperative complications that AI systems currently struggle to interpret in real-time.