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Practical AI Fluency
Use AI assistants well at work — no coding, no math
ExamGraph turns Practical AI Fluency into a living heatmap of everything you need to know. Start free and every answer lights up the graph — weak topics glow red, mastered ones turn green. Drill the reddest first and watch your Pass Probability climb, 5 minutes a day.
610questions40topics70%pass threshold
What it covers
Foundational Terminology
- What Generative AI Is
- How AI Models Work
- Fuzzy Memory & the Knowledge Cutoff
- Prompts, Tokens & Context
- Reasoning & Thinking Models
- Chat-Based Interfaces
- Goal-Based AI Agents
- Chat vs Agent vs Orchestration
- Multimodal AI: Text, Image, Audio, Code
Debunking Myths
- Why AI Hallucinates
- Grounding Answers in Sources
- AI Slop vs. Useful Output
- Calibrated Trust & Verification
Mindset Shifts
- Start Imperfect, Then Iterate
- Writing an Effective Prompt
- The Partner / Collaborator Model
- Managing Context
AI Tools
- Frontier AI Assistants
- AI Music Generation
- AI Voice & Text-to-Speech
- AI Image Generation
- Choosing the Right Tool
Practical Applications
- Researching New Topics
- Analyzing Existing Data
- Writing with AI
- Image Generation in Practice
- Code Generation & Debugging
Risk Management & Governance
- Data Handling, Privacy & Shadow AI
- Human Oversight
- Steerability & Control
- Sycophancy
- Skill Atrophy & Outsourced Thinking
- The 'More Output' Trap
- Judging Real Usefulness
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