Walton-GSV-Gallup survey (n=1,572, Feb-Mar 2026) finds Gen Z anger toward AI rose to 31% from 22%, with adoption growth nearly flat at +4 points.
Key Takeaways
48% of Gen Z workers say AI workforce risks outweigh benefits, up 11 points year-over-year; 80% believe faster AI task completion will hurt future learning.
Weekly AI usage sits at 51% but growth has stalled; excitement and hopefulness dropped 14 and 9 points respectively.
Fewer than 20% of Gen Z prefer AI over humans for tutoring, financial advice, or customer service.
74% of K-12 schools now have AI academic policies (up 23 points), yet 41% of students believe classmates cheat with AI regularly.
52% of K-12 students expect to need AI skills for higher ed; career utility is acknowledged even as trust erodes.
Hacker News Comment Review
Thin discussion; one commenter links stagnating sentiment to a broader automation pattern where lower-skill workers are displaced while frontier LLM costs rise and gains concentrate on verifiable tasks like coding.
Skepticism about who benefits dominates: the thread leans toward viewing AI adoption narratives as serving capital interests rather than young workers.
