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README.md

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-title: README
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+title: League Labs
+emoji: 🧪
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+# League Labs
+
+League Labs is League's applied AI research home for healthcare-native models, evaluation, and trustworthy deployment patterns.
+
+We publish open methodology, benchmarks, and evidence for domain-specific AI systems while protecting sensitive data, model assets, and customer privacy. Our work focuses on de-identified data practices, task-specific evaluation, safer healthcare language behavior, lower-latency model serving, and deployment options for regulated environments.
+
+We believe healthcare AI should be measured against the real work it supports: clear reasoning, safe boundaries, privacy-preserving learning, and reliable performance in production-like settings.
+
+Follow along for research notes, evaluation artifacts, and public resources from League's AI teams.