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The Slop Paradox: How Synthetic Standardization Erodes Clinical Uncertainty and Cross-Modal Alignment in AI-Rewritten Radiology Reports

arXiv cs.CL · 4d ago Cached

This paper measures information degradation in AI-rewritten radiology reports, finding that tasks producing cleaner text for multimodal training cause greater cross-modal alignment loss, a phenomenon termed the 'slop paradox'.

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