
The era of unchecked enthusiasm for artificial intelligence, once fueled by grand pronouncements of transformative potential, has decisively given way to a new period defined by accountability and tangible results. After a year of widespread deployment in 2025 that revealed significant challenges not with the core technology but with the surrounding ecosystems needed for durable outcomes, the global conversation has










