Artificial intelligence is approaching a critical threshold where it could potentially automate roughly half of existing job categories in the workforce. This transformation would extend far beyond traditional blue-collar sectors—white-collar positions across finance, administration, and professional services face significant disruption. Perhaps more striking is the projected impact on education itself. As AI capabilities advance, the boundaries between which roles remain uniquely human and which can be handled by intelligent systems continue to blur. The trajectory suggests we're not looking at distant hypotheticals anymore, but rather developments that could reshape labor markets in the near term.