The Anomaly

The future of AI is not just technical. It’s profoundly human. Every day, AI systems are shaping our choices, our work, and even our freedoms. But behind creating and using algorithms lies a gap, one that’s rarely dis­cus­sed and is barely addressed: Traceability. • How can we hold AI accountable when its decisions are invisible? • How can people without technical backgrounds influence technologies thatimpact their lives? • And why do so many organizations still treat AI ethics as an afterthought? In The Anomaly , you will discover a Human-Centered Approach Framework to the Ethical AI design: namely the Holistic Traceability Model (HTM) that is built on the EU’s Ethical Guidelines and AI-Act. This model offers a practical, non-technical roadmap for embedding Ethics and Governance into every step of AI development - from idea to implementation. Whether you’re a policymaker, executive, researcher or concerned citizen, this book helps you and answers important questions, such as: • How do AI development and regulation create new challenges? • How do you move beyond transparency and build trustworthy AI? • How do you involve AI Governance in ethical and technical decision-making? • How do organizations integrate ethics into their AI Governance in a practical way? How do non-technical people add value to AI development? Withreal-world use cases,ethical deep dives, and over 25 reader bonuses, The Anomaly offers you a clear roadmap of tools, guidance, and confidence to shape a future where AI truly serves human values. Noya Nachmany brings an unconventional and powerful perspective to AI Ethics. With a 35-year international career in the Arts, Education, and Human Systems, she now helps organizations navigate the collision be­tween rapid AI innovation and emerging regulation. Her groundbreaking Holistic Traceability Model makes AI Governance accessible to all, not just for computer scientists. Noya lives in the Netherlands, where she con­tinues to dance, teach, and build bridges between technology and humanity.