Elements of AI (and Building AI)
How AI works
Environmental & social costs
What can I learn?
Solid foundational understanding of what AI actually is — machine learning, neural networks, problem-solving approaches, and societal implications — with no maths or code required. The gold-standard introduction translated into 26 EU languages including full Dutch and French versions.
Core insight
AI is not magic — it is a set of statistical pattern-matching techniques that work well in narrow domains but fail in predictable ways. Once you understand the underlying logic, AI stops being mysterious.
How to use it in daily work
Gives you confident, accurate answers when clients ask basic AI questions. Removes the feeling of 'I don't really know what this is'.
- When a client asks 'but how does ChatGPT actually work?', you can explain training data and pattern prediction in plain terms rather than deflecting.
- When someone is afraid of AI 'making decisions about them', you can explain both why that concern is valid and where the actual limits are.