The rapid assimilation of artificial intelligence into the clinical environment has precipitated an unprecedented metacognitive crisis. For decades, the medical profession relied on a structured hierarchy of expertise where competence was calibrated through rigorous training, peer review, and the incremental acquisition of experience.

The rise and subsequent decline of IBM Watson Health represents a seminal case study in the intersection of legacy industrial computing, the aggressive financialization of medical data, and the premature deployment of narrow artificial intelligence in high-stakes clinical environments. Once heralded as the panacea for the complexities of modern oncology, Watson Health was positioned by IBM leadership as a "moonshot" capable of democratizing elite medical expertise through the