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AI Fluency Curriculum

L1: Casual Consumer

1.1 AI as an Inference Engine 1.2 The Probabilistic Nature of AI 1.3 Basic Prompting Patterns 1.4 Choosing the Right Model 1.5 AI Is Not Thinking 1.6 When Not to Trust AI 1.7 Level 1 Checkpoint

L2: Prompt Engineer

L3: Context Engineer

L4: AI Component Engineer

L5: AI System Engineer

L6: AI Platformizer

Curriculum/Casual Consumer/1.6 When Not to Trust AI

1.6 When Not to Trust AI

Learn to identify high-risk domains where AI outputs require mandatory human verification.

1.5 AI Is Not Thinking 1.7 Level 1 Checkpoint

AI Fluency Platform

Evidence-based learning for the age of AI