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AI Fluency Curriculum

L1: Casual Consumer

L2: Prompt Engineer

L3: Context Engineer

L4: AI Component Engineer

4.1 AI as Software Component 4.2 Engineering Patterns for AI 4.3 API Integration 4.4 Deterministic Wrappers 4.5 Testing & CI/CD 4.6 Context Compression Patterns 4.7 Can vs. Should: AI Decision Frameworks 4.8 Checkpoint: AI Component Engineer

L5: AI System Engineer

L6: AI Platformizer

Curriculum/AI Component Engineer/4.1 AI as Software Component

4.1 AI as Software Component

Treating AI models as components with defined interfaces, contracts, and failure modes.

3.9 Level 3 Checkpoint 4.2 Engineering Patterns for AI

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Evidence-based learning for the age of AI