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Prompting Techniques that are Good, Better, and Ugly: A Guide to Data Insights for Executives in the Age of AI by Wolfgang Jank

Prompting Techniques that are Good, Better, and Ugly: A Guide to Data Insights for Executives in the Age of AI

by Wolfgang Jank
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Book cover type: Paperback
  • ISBN13: 9798248275786
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 130
  • Original Price: GBP 18.35
  • Language: English
  • Edition: N/A
  • Item Weight: 182 grams
  • BISAC Subject(s): Decision-Making & Problem Solving

AI has made charts effortless to generate-and dangerously easy to get wrong. In high-stakes decisions, a "good-looking" visualization can be more harmful than no visualization at all if it quietly distorts scale, hides context, or pushes a narrative the data doesn't support. This book is written for leaders who don't have time to become visualization experts, but who do need reliable, board-ready charts that clarify tradeoffs, surface risk, and accelerate alignment. It shows you how to use tools like ChatGPT, Claude, and Copilot as force multipliers-without delegating judgment, integrity, or accountability.

In this book, you will learn how to turn vague, one-line requests into precise prompts that consistently produce professional, decision-ready visualizations. Across eight essential chart types, you'll see the "Good - Better - Ugly" progression: what basic prompts produce, how to iterate to presentation quality, and how misleading charts are created-sometimes accidentally, sometimes on purpose. You'll leave with a practical prompting framework, reusable prompt templates, and an executive-level review rubric for catching deception, demanding clarity, and ensuring every chart you present is both persuasive and honest.

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