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How can we embed a Idea of uncertainty in AI/ML to quantify the significance of the discovery? How can we guarantee FAIR reproducibility of such discoveries? Which interpretable AI/ML techniques can build immediate explanations of these discoveries?This workshop focuses on analyzing the protection of AI products and in particular on LLMs. We have b