01
Why “Are You Sure?” Is Not AI Verification
Model confidence is not evidence. Use this practical workflow to check claims, citations, calculations, and uncertainty.
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Field notes for learning AI well.
Practical methods, responsible-use habits, and honest explanations for turning AI into a skill—not a spectacle.
02
Seven Automation Red Flags: When Not to Add AI
AI automation can repeat confusion and risk at machine speed. Check these seven warning signs before connecting another tool.
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The Beginner’s AI Task Audit: Five Questions Before You Prompt
A five-question screen for finding a useful, low-risk first AI task—and avoiding the work that should stay human.
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A Practical Prompt Brief You Can Reuse
Stop collecting magic phrases. Use goal, context, constraints, and format to create prompts that survive different tasks and tools.
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