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California Community Colleges keynote frames AI literacy as civic skill: 'prompt but verify'
Summary
The keynote recommended teaching AI as civic literacy through two tracks—short noncredit upskilling and embedding AI in programs—and advocated a two‑source verification rule before acting on AI outputs.
The presenter said AI literacy should be taught as civic literacy rather than as a corporate product course. She proposed two approaches: (1) short, noncredit courses for rapid workforce upskilling and (2) embedding AI use and verification skills across credit programs from nursing to journalism.
She urged that students learn discernment as well as prompting: "prompt but verify," the presenter said, recommending a two‑source rule for confirmation before acting on an AI flag. To illustrate verification, she suggested checking an AI‑reported earthquake against the U.S. Geological Survey and a trusted news outlet before sounding an alarm.
The presenter described AI literacy as a core skill needed across fields and linked it to broader Vision 2030 goals of equity and civic responsibility. She emphasized verification skills—how to find at least two independent credible sources—so that campuses teach both use and skepticism of AI outputs.
