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E-raamat: Prompt Engineering for Everyone: A Self-Taught, Human-Centered Approach to AI Programming

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Move beyond casual prompt writing and define prompt engineering as a structured, multidisciplinary field with a real social impact. This book uses a clear, practical, and human-centred approach to designing effective prompts for Large Language Models (LLMs) such as ChatGPT and Gemini.



Using the "Prompt Anatomy Blueprint" framework, youll learn to craft precise and structured prompts that enhance AI output quality, reduce computational costs, and mitigate ethical risks such as bias and misinformation. By combining technology with human values, the book provides methods for designing prompts that promote fairness, transparency, and cultural nuance. It situates prompt engineering in real-world contextseducation, healthcare, governance, and creative industriesshowing how language choices shape outcomes across these systems.



Addressing the global use of LLMs, Prompt Engineering for Everyone  calls for inclusive, multilingual approaches that respect diversity and resist inequality. It envisions prompt engineering as an emerging discipline shaped by ethics, regulation, and shared responsibilityempowering readers to create trustworthy, equitable humanAI interactions that serve an interconnected world.



What You Will Learn







Build responsible and inclusive humanAI collaborations for a diverse and interconnected world. Design prompts that enhance AI accuracy and efficiency. See how prompt design shapes outcomes across education, healthcare, and governance.



Who This Book Is For



Professionals from diverse fields looking to take prompting from informal practice to an interdisciplinary skillset vital for equitable and effective AI use
Chapter 1: Why Prompt Engineering Standards Matter.
Chapter 2: Prompt
Engineering for Everyone.
Chapter 3: Prompt Literacy From Habits to
Mastery.
Chapter 4: Advanced Prompting Strategies for Reasoning, Reflection,
and Control.
Chapter 5: Precision Prompting Controlling AI with Granular
Instructions.
Chapter 6: The CASTROFF Framework A Professional Standard
for Prompt Engineering.
Chapter 7: Applying CASTROFF in Practice
Diagnosing, Repairing, and Redesigning Prompts.
Chapter 8: Inclusive AI
Prompting Ethics, Accessibility, and Design for All.
Chapter 9: Prompt
Debugging and Safety in Sensitive Contexts.
Chapter 10: Creative Prompting
for Complex Problem Solving.
Chapter 11: Prompting in Real-World Systems.-
Chapter 12: The Future of Prompt Engineering.
Hamid Tavakoli is a research and development specialist with over two decades of experience in applied AI, optics, and ophthalmic medical devices. A qualified optometrist and optical design engineer, he holds postgraduate qualifications in Applied AI and Linguistics from leading UK universities. As Managing Director of Optics AI Ltd, he leads ethical, human-centred AI innovation and regularly shares insights on prompt engineering across academic and professional platforms worldwide.