Building AI Literacy: Frameworks, Tools, and Practices
A three-domain framework encompassing Understand, Evaluate, and Use offers organizations a structured approach to AI literacy, curriculum development, and governance policies. Developing these critical competencies—including identifying model hallucinations and bias—
* AI literacy combines functional, critical, and ethical competencies, and demand for it has grown sevenfold in two years as 12% of employed adults now use AI daily on the job. * A three-domain framework — Understand, Evaluate, Use — gives higher education institutions and organizations a structure for curriculum, assessment checkpoints, and governance policy. * Critical evaluation skills, including recognizing hallucination and bias, separate effective AI use from uncritical reliance, with the World Economic Forum projecting 40% of workplace skills will shift within five years.