Economics
Microsoft 365 Defender Research
Machine learning and AI Innovation at Microsoft Security Research The cybersecurity landscape has fundamentally changed, as evidenced by diverse, large-scale, and complex attacks in the recent past. Adversaries have grown in volume, velocity and sophistication,…
Why I am a pluralist
Research talk: Causal ML and business
Using machine learning for causal inference can, in a subset of cases with rich data, replicate results from A/B experimentation. For other cases, like identifying the “average treatment effect for compliers” ML offers more limited…
Research talk: When climate is everything, all systems must change
Curbing carbon pollution to halt warming at 1.5 degrees and adapt to climate impacts requires recalibrating our financial system to support energy, transport, and food systems transitions. Current prices, from carbon to energy to food,…
Panel: Innovative solutions and frontier technology for carbon neutralization from different angles
In this panel, we’ll share insights on carbon-negative innovation technologies and cutting-edge research from different perspectives, including public policy, earth science, environmental science, and computer science. We’ll also discuss how to promote interdisciplinary collaboration, inspire…
Keynote: Building a net-zero future together
At Microsoft, we fully believe the world needs to create a net-zero carbon economy by the year 2050. This is a broad problem—a truly planet-sized challenge—that the world needs to attack with a sense of…
Closing remarks: Research for Carbon Negative
Learn more about the 2021 Microsoft Research Summit: https://Aka.ms/researchsummit
