
The velocity at which generative artificial intelligence has permeated the global economy exceeds every historical precedent, including the foundational shifts brought about by the personal computer and the commercial internet. Within a mere three years of the initial debut of advanced large language models, the technology has reached a staggering 53% global adoption rate, signaling a structural transformation in how










