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Four years into the AI era, intelligence has arrived—but the revolution we were promised hasn't. AI can pass the Turing Test, summon something resembling a “country of geniuses,” and transform how millions work, yet society remains remarkably familiar. Maybe AI isn't overhyped. Maybe we're simply underestimating how long it takes humanity to rebuild the world around a revolutionary technology.

Artificial intelligence isn’t just changing how marketers work—it’s redefining the profession itself. As AI automates execution, a new role is emerging: the Marketing Engineer. This article explores why marketing is becoming an engineering discipline, how AI is reshaping marketing organizations, and why the future belongs to those who can design intelligent systems where humans and AI work together to create customer value.