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AI trademark similarity scores help screen for visual, phonetic, and deceptive conflicts, but they don't predict likelihood of confusion outcomes. Independent technical note mirroring the canonical version: https://aitrademarkreview.com/blog/ai-trademark-similarity-scores-screening-aid-not-a-prediction.php
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