Editing What We Mean by AI Fluency (section)

=== How this connects to other frameworks ===

We didn't invent the idea of AI fluency. The 4D framework — Delegation, Description, Discernment, Diligence — developed by Prof. Joseph Feller and Prof. Rick Dakan and taught in [https://anthropic.skilljar.com/ai-fluency-framework-foundations Anthropic's free AI Fluency course] covers similar territory from an academic foundations angle. UNESCO's AI competency frameworks and HR competency models that now include AI fluency alongside data literacy echo the same patterns.

The convergence is telling: across different frameworks, effective AI use requires both practical capability ''and'' judgment. Our five pillars are one way to organize that — designed specifically for generalists who need to practice, not just understand.

A rough mapping:
* '''Delegation''' (deciding what to hand to AI) ↔ Agent Collaboration & Workflow Automation
* '''Description''' (communicating clearly with AI) ↔ Insight Synthesis & Cross-Domain Reframing
* '''Discernment & Diligence''' (evaluating and verifying) ↔ Ethical Prompting & Judgment

If you want the academic foundations, take Anthropic's free course — it's excellent. This playbook picks up where courses leave off: it's where you ''practice'' fluency in your actual work.