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Articles

Actions Speak Louder Than Prompts: Rethinking How LLMs Reason Over Graph Data 

March 3, 2026

By Ben Finkelshtein (opens in new tab) (University of Oxford), Silviu Cucerzan, Sujay Kumar Jauhar, and Ryen W. White (Microsoft)  Think about the last time you opened a shared document at work. Behind that simple action lies a complex network of relationships: the colleagues who edited the file…

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Stories

The Shape of Things to Come 

March 3, 2026 | Doug Burger

Technical advances are moving at such a rapid pace that it can be challenging to define the tomorrow we’re working toward. In The Shape of Things to Come, Microsoft research leader Doug Burger and experts from across disciplines tease out…

Illustration of Doug Burger
Microsoft Research Podcast

Trailer: The Shape of Things to Come 

March 3, 2026 | Doug Burger

Microsoft research lead Doug Burger introduces his new podcast series, "The Shape of Things to Come", an exploration into the fundamental truths about AI and how the technology will reshape the future.

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Microsoft Research Blog

CORPGEN advances AI agents for real work 

February 26, 2026 | Abubakarr Jaye, Nigel Boachie Kumankumah, Chidera Biringa, Anjel Patel, Dayquan Julienne, Tianwei Chen, and Sulaiman Vesal

By mid-morning, a typical knowledge worker is already juggling a client report, a budget spreadsheet, a slide deck, and an email backlog, all interdependent and all demanding attention at once. For AI agents to be genuinely useful in that environment,…

Teenager playing guitar while using AI to learn
Articles

Experiential Reinforcement Learning 

February 20, 2026

By Taiwei Shi, Sihao Chen, Longqi Yang, Jaime Teevan Reinforcement Learning is at the core of building and improving frontier AI models and products. Yet most state-of-the-art RL methods learn primarily from outcomes: a scalar reward signal that says whether…

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Microsoft Research Blog

Media Authenticity Methods in Practice: Capabilities, Limitations, and Directions 

February 19, 2026 | Eric Horvitz, Andrew Jenks, and Jessica Young

As synthetic media grows, verifying what’s real, and the origin of content, matters more than ever. Our latest report explores media integrity and authentication methods, their limits, and practical paths toward trustworthy provenance across images, audio, and video.

Project Silica | Nature | three icons on a blue to green gradient background
Microsoft Research Blog

Project Silica’s advances in glass storage technology 

February 18, 2026 | Richard Black

Project Silica introduces new techniques for encoding data in borosilicate glass, as described in the journal Nature. These advances lower media cost and simplify writing and reading systems while supporting 10,000-year data preservation.

In the news | Nature

Laser writing in glass for dense, fast and efficient archival data storage 

February 18, 2026

Long-term preservation of digital information is vital for safeguarding the knowledge of humanity for future generations. Existing archival storage solutions, such as magnetic tapes and hard disk drives, suffer from limited media lifespans that render them unsuitable for long-term data…

In the news | National Academy of Engineering

Doug Burger elected to National Academy of Engineering 

February 10, 2026

Academy membership honors individuals who have made outstanding contributions to engineering research, practice, or education. Burger was elected for accelerating cloud-scale computing and networking infrastructures with field-programmable systems.

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