the value of work increasingly hinges not on traditional labor but on how we allocate scarce resources—time, attention, and focus. In this new paradigm, the question becomes less about what AI can do and more about how we choose to use it, what we allow it to replace, and what we choose to preserve as uniquely human.

shift to a new paradigm