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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Ackerman also noted that the feature could amount to "lip service" if notifications are inaccessible, difficult to navigate, or don't lead to "actionable change."
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