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Microsoft Research Podcast
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Abstracts: Zero-shot models in single-cell biology with Alex Lu

14 min•22 maj 2025

The emergence of foundation models has sparked interest in applications to single-cell biology, but when tested in zero-shot settings, they underperform compared to simpler methods. Alex Lu shares insights on why more research on AI models is needed in biological applications.

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Will machines ever be intelligent?
•1 tim 8 min
Trailer: The Shape of Things to Come
•2 min
Ideas: Community building, machine learning, and the future of AI
•56 min
Ideas: More AI-resilient biosecurity with the Paraphrase Project
•52 min
Coauthor roundtable: Reflecting on healthcare economics, biomedical research, and medical education
•1 tim 18 min
Reimagining healthcare delivery and public health with AI
•1 tim 16 min
Navigating medical education in the era of generative AI
•1 tim 16 min
AI Testing and Evaluation: Reflections
•29 min
AI Testing and Evaluation: Learnings from cybersecurity
•35 min
How AI will accelerate biomedical research and discovery
•1 tim 31 min

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