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AI-powered microgrids facilitate energy resilience and equity in regional communities

The rise of affordable small-scale renewable energy, like rooftop solar panels, is reshaping energy systems around the world. This shift away from fossil fuel-powered grids creates new opportunities for energy distribution that prioritize decentralized energy ownership and community empowerment. Despite this progress, centralized energy systems...

Fri Nov 1, 2024 22:32
Research Focus: Week of October 28, 2024

Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. NEW RESEARCH FLASH: A Workflow Automation Agent for Diagnosing Recurring Incidents Cloud incidents such as unplanned interruptions...

Fri Nov 1, 2024 18:20
Introducing DRIFT Search: Combining global and local search methods to improve quality and efficiency

GraphRAG is a technique that uses large language models (LLMs) to create knowledge graphs and summaries from unstructured text documents and leverages them to improve retrieval-augmented generation (RAG) operations on private datasets. It offers comprehensive global overviews of large, private troves of unstructured text documents while also...

Thu Oct 31, 2024 21:31
Intern Insights: Vaishnavi Ranganathan with Angela Busheska

Every year, interns from academic institutions around the world apply and grow their knowledge as members of the research community at Microsoft. In this Microsoft Research Podcast series, these students join their internship supervisors to share their experience working alongside some of the leading researchers in their respective...

Thu Oct 24, 2024 18:24
Research Focus: Week of October 7, 2024

Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. NEW RESEARCH Securely Training Decision Trees Efficiently In a recent paper: Securely Training Decision Trees Efficiently that will...

Wed Oct 9, 2024 19:07
Data Formulator: Exploring how AI can help analysts create rich data visualizations 

Transforming raw data into meaningful visuals, such as charts, is key to uncovering hidden trends and valuable insights, but even with advances in AI-powered tools, this process remains complex. Integrating AI into the iterative nature of the data visualization process is particularly challenging, as data analysts often struggle to describe...

Tue Oct 1, 2024 19:05

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