When people talk about Artificial Intelligence, the conversation often starts with fear. One question keeps returning: Are you afraid AI will replace you? It is a simple question, but to be honest, it creates the wrong frame. It presents AI as a competitor, a threat, or even an enemy. That framing closes the door to a much more useful and hopeful conversation.   The more important question is not whether AI will replace people. The real question is how AI can amplify people.

When your model learns more than it should There is a quiet assumption in most machine learning projects. If the model is accurate, then it must be good. That assumption works well, until the model starts making decisions about people, money, risk, or opportunity. Then accuracy alone is not enough. A model can be very accurate and still systematically treat groups differently. This is the ninth article in our series " The Theory behind Qlik Predict ". So far, we have talked

Have you ever opened a dashboard and felt lost, unsure of where to look first? Or needed a quick piece of information, only to find it buried among too many charts and filters that did not work well together? That is exactly what UX, or User Experience, is about. When we talk about dashboards, UX is not just about making them look more attractive. It is about efficiency, clarity, and supporting better decision-making. UX means ensuring that the people using a dashboard can fi