Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
GFlowNets and System 2 Deep Learning
GFlowNets are instances of a larger family of approaches at the intersection of generative modeling and RL that can be used to train probabilistic inference functions in a way that is related to variational inference…
Project
AIOps
In the past fifteen years, the most significant paradigm shift in the computing industry is the migration to cloud computing, which brings unprecedented opportunities of digital transformation to business, society, and human life. The implication…
Video
Safer Roads, Safer India
Sanjay is CTO of Qwikcilver (the folks who power gift cards), but he’ll visiting in his capacity as co-founder of the Arundhati Foundation (www.thearundhatifoundation.org.in), which he and his wife set up in the memory of…
Microsoft Research Blog
GODEL: Combining goal-oriented dialog with real-world conversations
They make restaurant recommendations, help us pay bills, and remind us of appointments. Many people have come to rely on virtual assistants and chatbots to perform a wide range of routine tasks. But what if…
Publication