Generative AI presents a unique challenge and opportunity to reexamine governance practices for the responsible development, deployment, and use of AI. To advance thinking in this space, Microsoft has tapped into the experience and knowledge of experts across domains—from genome editing to cybersecurity—to investigate the role of testing and evaluation as a governance tool. AI […]| Microsoft Research
Generalist foundation models such as GPT-4 have displayed surprising capabilities in a wide variety of domains and tasks. Yet, there is a prevalent assumption that they cannot match specialist capabilities without intensive training of models with specialty knowledge. For example, most explorations to date on medical competency benchmarks have leveraged domain specific training, as exemplified […]| Microsoft Research
How Microsoft researchers used machine learning to map collaboration networks that extend beyond the org chart| www.microsoft.com