From Understanding to Impact: Building AI Fluency Across the Workforce

A Practical Guide to Embedding AI Literacy into Your Assessment and Credentialing Programs

Artificial Intelligence has moved beyond the realm of experimental tools and headline-grabbing hype. Today, it’s a workplace staple—reshaping how individuals learn, work, and credential their skills. But while the technologies themselves are advancing rapidly, the human ability to understand, contextualize, and responsibly apply them has not kept pace.

For assessment and credentialing leaders, this poses a critical challenge and an urgent opportunity. It’s no longer enough to ensure test-takers can memorize content or pass standardized assessments. We must also consider whether our programs support the development of AI fluency: the ability to work with, reason about, and make informed decisions around artificial intelligence.

Based on insights from a webinar presented by Pat Yongpradit, Chief Academic Officer for Code.org, Thrival Skills in the Age of AI, this guide explores what AI literacy really means, why it matters now, and what your organization can do starting today.

Read more here