- Colleges are pushing AI literacy for everyone — new minors, majors, graduation requirements and hands‑on workshops aim to give non‑CS students practical AI skills.
- Pure computer‑science enrollment and entry‑level developer hiring have cooled, but CS departments are busier teaching AI to majors across fields (music, psychology, biology) who want an edge.
- Universities and community colleges are rolling out fast, interdisciplinary AI offerings (certificates, music+AI classes), though some worry reliance on AI could weaken deep technical understanding.
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