The Great Deployment Shift: Why AI’s Focus Has Moved From Laboratories to Frontline Business Operations

For the past three years, the narrative surrounding artificial intelligence has been dominated by a relentless race to build a better model. Tech laboratories and venture-backed startups competed in a high-stakes sprint, releasing faster, smarter, and cheaper iterations of large language models every few months. The primary metric of success was benchmark performance—how many parameters…

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