Transparent AI models are particularly important in the areas of artificial intelligence and digital transformation. They describe artificial intelligence systems whose decisions and mode of operation are comprehensible and understandable for humans. In contrast to so-called "black box" models, where you don't know how a decision is made, transparent AI models show which data or factors led to which decision.
Imagine you use AI software to select applicants in the recruitment process. If the software not only gives you a result, but also explains that certain skills, experience or key terms were particularly important for the decision, then this is a transparent AI model. This not only allows you to check whether the result is fair and sensible, but also to better justify decisions to those affected and line managers.
Transparent AI models are a major step towards greater trust and acceptance in the use of artificial intelligence in companies. They help to minimise risks such as discrimination or incorrect decisions and make the use of intelligent systems safer and more comprehensible.
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