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Kickstart MoE training by initializing experts with semantically meaningful subspaces, leading to faster specialization and better performance than standard upcycling techniques.
An AI agent can triage remote patient monitoring data with higher sensitivity than individual clinicians, suggesting a path to scalable and cost-effective patient monitoring.