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Concurrent Session: This session discusses two topics in the landscape of modern modeling. In the first, attendees will be exposed to new categories of DoE options and learn the potential advantages of these modern designs compared to classical designs. The second topic focuses on the validation of AI applications. A validation strategy based on an AI maturity model is described, including the benefits of implementation of the maturity concept.