News & features

GraphRAG: Unlocking LLM discovery on narrative private data
| Jonathan Larson and Steven Truitt
Editor’s note, Apr. 2, 2024 – Figure 1 was updated to clarify the origin of each source. Perhaps the greatest challenge – and opportunity – of LLMs is extending their powerful capabilities to solve problems beyond the data on which…

Real-world evidence and the path from data to impact
| Darren Edge and Jonathan Larson
From the intense shock of the COVID-19 pandemic to the effects of climate change, our global society has never faced greater risk. The Societal Resilience team at Microsoft Research was established in recognition of this risk and tasked with developing open technologies that enable a scalable response in times of crisis. And just…

Advancing organizational science using network machine learning to measure innovation in the workplace
| Carolyn Buractaon, Amber Hoak, David Tittsworth, Neha Shah, and Jonathan Larson
Is innovation another loss due to the global COVID-19 pandemic? Indicators reveal challenges to overcome—as well as opportunities to build on our collective experience gained in the last year. Measuring collaboration using network machine learning provides a powerful diagnostic tool…
In the news | Harvard Business Review
What a Year of WFH Has Done to Our Relationships at Work
More than a year into the Covid-19 pandemic and WFH, new research from Microsoft shows that employees and teams are becoming much more siloed. In particular, connections with people outside our immediate teams has shrunk dramatically, leading to fewer places…