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Dr. Maria Börner

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KEYNOTE: Ethics is Not a FeaturePyData Amsterdam 20252025-09-24
Claim: ethics cannot be tacked on as a feature but must shape data, modeling and deployment decisions. Examples and tools: image generators (Stable Diffusion…
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Are LLMs the answer to all our problems?PyCon DE & PyData 20252025-04-23
Claims that LLMs solve everything meet concrete limits: visual outputs show gender and racial bias in training data (DALL·E example), GDPR means personal data…
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Sustainability of AIBig-Data.AI Summit 20222022-09-14
AI training carbon depends on location, datacenter PUE, model complexity and training time: CIFAR-10 48s vs ImageNet 11,000s to reach ~50% accuracy shows…
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