The Productivity Mindset for AI

AI does not replace your work; it changes where your effort goes. Instead of producing first drafts, you specify, review and refine. The people who gain the most treat AI output as raw material, never as finished product.

Key Concepts

• Shift effort from drafting to directing: clear briefs in, quick reviews out
• AI is best at first drafts, transformations and summaries; worst at fresh facts and final judgement
• Always keep a human checkpoint before anything is sent or submitted
• Small time savings compound: 10 minutes saved on daily tasks is a working week per year
• Track which tasks AI genuinely accelerates for you — not everything is faster with AI

Try It Yourself

Time yourself writing a short email the normal way. Then produce the same email with a structured prompt and edit it. Record both times — this is your personal baseline.