What the AI ‘jobpocalypse’ narrative misses

the "ai jobpocalypse" narrative focuses too much on whether tech can do a task, but that's only a small part of the picture. the real story is about how jobs actually change — tasks get redefined, not just eliminated. historically, automation has shifted work rather than erased it. the missing piece is the messy reality of implementation. companies need to retrain workers, redesign roles, and deal with legal and cultural friction. a machine might be able to write code or draft legal documents, but deploying it at scale takes years and costs money. the gap between capability and adoption is wide.