AIBullisharXiv – CS AI · 5h ago7/10
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ReclAIm: A Multi-Agent Framework for Monitoring and Correcting Performance Decline in Medical Imaging AI
Researchers introduced ReclAIm, a multi-agent AI framework using large language models to automatically detect and correct performance degradation in medical imaging classification models. The system successfully restored models experiencing up to 40.6% performance decline to within 2% of baseline values through automated fine-tuning, demonstrating practical viability for maintaining AI reliability in clinical settings.