In any ambitious construction project, the blueprint dictates the materials, not the other way around. Yet, operating at the intersection of academia and industry reveals a pervasive disconnect where this logic is frequently inverted. While researchers architect elegant models, executives increasingly demand “AI-powered” features simply to outpace competitors or generate market buzz...
The Problem‑First Paradigm: Why AI Is a Tool, Not the Goal
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