High school seniors in the Class of 2026 are entering a job market disrupted by rapid AI deployment. These students view their professional futures through a lens of instability. While the impact on entry-level roles remains unclear, the shift forces a rethink of traditional education. Practitioners should monitor how these cohorts adapt to automated workflows.