Working AI Fluency in Practice
Apply Anthropic 4D, build a personal prompt library, and pick the right tool for the job.
- Time
- ~1.5 hr
- Lessons
- 0
- Exercises
- 0
- Level
- Basic
What you'll learn
- Map the major AI realms (language, vision, audio, video, agents, code) and the major providers in each.
- Apply Anthropic's 4D framework: Delegation (what to hand off), Description (how to spec), Discernment (how to evaluate), Diligence (how to verify).
- Spot common hallucination patterns and verify factual claims against a second source.
- Build a personal prompt library of reusable patterns for your real work.
- Match a real work need to the right realm + provider, and execute on it with the 4D behaviors.
Description
AI isn't one thing. It's a stack of realms (language, vision, audio, video, agents, code) with different providers and different states-of-art. This module gives you the map AND the four behaviors that make the map useful.
MIT NANDA's 2025 GenAI Divide report found that 95% of enterprise AI pilots deliver zero P&L impact, and the gap isn't model quality, it's the *learning gap* in how individuals use the tools. Anthropic's 4D framework names the four working behaviors that close that gap (Delegation, Description, Discernment, Diligence). We adopt the 4D spine and extend it with personal prompt-library habits the framework leaves out.
You leave able to read AI marketing critically, match a real work need to the right tool, and interact with that tool the way the top 7-15% of working professionals do.
Lessons