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School of Physics and Astronomy, University of Edinburgh, Edinburgh, EH9 3FD, UK, MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, EH4 2XU, UK
Meta AI (FAIR)1
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Machine learning models classifying geometric knots are cheating by exploiting hidden, non-topological features in simulation data, highlighting a need for more rigorous training datasets.