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Prompt Engineering for Everyone is a clear, practical, and human-centred guide to designing effective prompts for Large Language Models (LLMs) such as ChatGPT and Gemini. It moves beyond casual prompt writing to define prompt engineering as a structured, multidisciplinary field with real social impact.
Using the Prompt Anatomy Blueprint framework, readers 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 contexts education, healthcare, governance, and creative industries showing how language choices shape outcomes across these systems.
Addressing the global use of LLMs, the book 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 responsibility empowering readers to create trustworthy, equitable human AI interactions that serve an interconnected world.
Sommario
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.
Info autore
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.
Riassunto
Prompt Engineering for Everyone
is a clear, practical, and human-centred guide to designing effective prompts for Large Language Models (LLMs) such as ChatGPT and Gemini. It moves beyond casual prompt writing to define
prompt engineering
as a structured, multidisciplinary field with real social impact.
Using the
Prompt Anatomy Blueprint
framework, readers 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 contexts—education, healthcare, governance, and creative industries—showing how language choices shape outcomes across these systems.
Addressing the global use of LLMs, the book 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 responsibility—empowering readers to create trustworthy, equitable human–AI interactions that serve an interconnected world.
