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AI Testing and Evaluation: Learnings from Science and Industry
Manage episode 490396526 series 1910051
In the introductory episode of this new series, host Kathleen Sullivan and Senior Director Amanda Craig Deckard explore Microsoft’s efforts to draw on the experience of other domains to help advance the role of AI testing and evaluation as a governance tool.
290 episodes
Manage episode 490396526 series 1910051
In the introductory episode of this new series, host Kathleen Sullivan and Senior Director Amanda Craig Deckard explore Microsoft’s efforts to draw on the experience of other domains to help advance the role of AI testing and evaluation as a governance tool.
290 episodes
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1 Navigating medical education in the era of generative AI 1:16:03

1 AI Testing and Evaluation: Learnings from cybersecurity 34:58

1 How AI will accelerate biomedical research and discovery 1:31:08

1 AI Testing and Evaluation: Learnings from pharmaceuticals and medical devices 49:10

1 AI Testing and Evaluation: Learnings from genome editing 34:30

1 AI Testing and Evaluation: Learnings from Science and Industry 20:04

1 The AI Revolution in Medicine, Revisited: How AI is reshaping the future of healthcare and medical research 43:09

1 What AI's impact on individuals means for the health workforce and industry 1:18:42

1 Abstracts: Zero-shot models in single-cell biology with Alex Lu 14:29

1 Abstracts: Aurora with Megan Stanley and Wessel Bruinsma 9:57

1 Collaborators: Healthcare Innovation to Impact 41:59

1 Coauthor roundtable: Reflecting on real world of doctors, developers, patients, and policymakers 1:18:07

1 Abstracts: Heat Transfer and Deep Learning with Hongxia Hao and Bing Lv 17:31

1 The AI Revolution in Medicine, Revisited: Laws, norms, and ethics for AI in health 1:29:54

1 The AI Revolution in Medicine, Revisited: Empowering patients and healthcare consumers in the age of generative AI 1:22:24

1 The AI Revolution in Medicine, Revisited: Real-world healthcare AI development and deployment—at scale 1:26:15

1 Ideas: Accelerating Foundation Models Research: AI for all 1:04:20

1 The AI Revolution in Medicine, Revisited: The reality of generative AI in the clinic 1:17:15

1 The AI Revolution in Medicine, Revisited: An Introduction 11:48

1 Ideas: Quantum computing redefined with Chetan Nayak 57:04

1 Ideas: Building AI for population-scale systems with Akshay Nambi 25:41


1 Ideas: AI for materials discovery with Tian Xie and Ziheng Lu 49:58

1 Ideas: AI and democracy with Madeleine Daepp and Robert Osazuwa Ness 51:23

1 NeurIPS 2024: The co-evolution of AI and systems with Lidong Zhou 17:36

1 NeurIPS 2024: AI for Science with Chris Bishop 21:49

1 Abstracts: NeurIPS 2024 with Jindong Wang and Steven Euijong Whang 11:34


1 Abstracts: NeurIPS 2024 with Pranjal Chitale 10:45


1 Ideas: Economics and computation with Nicole Immorlica 36:15



1 Collaborators: Prompt engineering with Siddharth Suri and David Holtz 55:26


1 Intern Insights: Vaishnavi Ranganathan with Angela Busheska 33:15


1 Collaborators: Silica in space with Richard Black and Dexter Greene 46:04



1 Collaborators: AI and the economy with Brendan Lucier and Mert Demirer 49:24

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