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Artificial intelligence is profoundly transforming our practices, without being uniformly integrated into key sectors like education. This gap raises major issues of understanding and trust. This conference offers insight into the challenges and limitations of AI, as well as a reflection on its uses in science and the training of tomorrow’s scientists.