Ethical AI: A Working Framework for Educators

This is not a technical manual. It is a call to work.If you are looking for a checklist to AI-proof your classroom or a guide on which buttons to click to automate your grading, you have picked up the wrong book.Ethical AI: A Working Framework for Educators is a toolkit for teachers, administrators, and school communities who refuse to let algorithms dictate their professional judgment. Written by veteran science educator David Knuffke, this book moves beyond the breathless hype and the doomsday fear to offer a practical, human-centered path forward.Built around eleven actionable principles across three core themes—Centering Human Agency, Expanding Educational Equity, and Purposeful Implementation—this framework provides the language and logic educators need to navigate the AI revolution without losing the soul of their schools.Inside, you will find:Strategies for Resistance: The technoskeptical perspective. Not as a refusal of progress, but as a form of quality control.Practical Guardrails: A case for non-negotiable standards around the use of Generative AI in any school.Equity-First Approaches: How to prevent AI tools from becoming engines of assimilation and bias.From Principle to Practice: Real-world examples of how to use Generative AI in schools (and how not to!)This is a guide for doing the complicated, relational, and deeply human work of education in a world where AI is not going away. It challenges us to ask not just what these tools can do, but whether they should, and empowers us to answer with confidence.The future of our schools is not inevitable. It is what we have the courage to build. Read more