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When shape similarity lies: size-ratio artifacts in confusable detection Confusable detection pipelines normalise characters to a fixed canvas before measuring similarity. This hides natural size differences. We re-rendered 2,203 scored pairs (TR39 baseline + novel discoveries) at their original sizes and found 254 with width or height ratios above 2x.

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Rank-1 linear, factorized embed, sparse gate, param-free norm

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The president of the British Obesity and Metabolic Specialist Society, Ahmed Ahmed, said he was doing more of these operations with "more and more" people telling him they had taken weight loss injections.