
The transition from human-led production toward algorithmic assistance represents a fundamental restructuring of economic value rather than a simple replacement of the human workforce by silicon. While the popular narrative suggests an imminent “AI apocalypse” targeting global employment, the reality is far more nuanced. Artificial intelligence is not merely substituting workers; it is redefining the architecture of productivity and how










