The Technological Imperative

The technological imperative is not a conspiracy and does not require a villain or a plan. It requires only the alignment of incentives in a system where multiple actors, each behaving rationally within their own frame, produce an aggregate outcome none individually chose. The AI company releases a more capable model because competitors are releasing more capable models. The employer adopts the tool because competitors who adopt first gain an advantage. The employee uses the tool because colleagues who use it produce more, and performance review does not distinguish between output generated through human effort and output generated through AI collaboration. The student uses the tool because the assignment is due, the tool is available, and institutional norms have not caught up with the technology. At every level, the logic is the same: the capability exists, therefore it must be used, because failing to use it constitutes competitive disadvantage the actor cannot afford. The can becomes a must not through coercion