编者按：在产业智能化加速发展的当下，时间序列数据已然成为智能决策系统的关键基石。然而，传统的时间序列生成模型往往难以应对跨领域、跨风格的数据需求，且生成的数据在实际应用中缺乏可控性和实用性。 为解决这些痛点，微软亚洲研究院推出开源框架 TimeCraft，融合多项研究成果，通过跨域泛化、自然语言控制与任务感知等创新技术，助力时间序列生成任务从结构理解到任务对齐的全流程能力建设。TimeCraft...
Abstracts: Zero-shot models in single-cell biology with Alex Lu
| Gretchen Huizinga and Alex Lu
The emergence of foundation models has sparked interest in applications to single-cell biology, but when tested in zero-shot settings, they underperform compared to simpler methods. Alex Lu shares insights on why more research on AI models is needed in biological…
In the news | Tech Community
Healthcare Agent Orchestrator: Multi-agent Framework for Domain-Specific Decision Support
Abstracts: Aurora with Megan Stanley and Wessel Bruinsma
| Amber Tingle, Megan Stanley, and Wessel Bruinsma
A new Nature paper explores Aurora, an AI model that redefines weather prediction with application to other environmental domains such as tropical cyclones. Hear from senior researchers Megan Stanley and Wessel Bruinsma as they share their groundbreaking work.
Collaborators: Healthcare Innovation to Impact
| Matthew Lungren, Jonathan M. Carlson, Smitha Saligrama, Will Guyman, and Cameron Runde
In this discussion, Matthew Lungren, Jonathan Carlson, Smitha Saligrama, Will Guyman, and Cameron Runde explore how teams across Microsoft are working together to generate advanced AI capabilities and solutions for developers and clinicians around the globe.
In the news | Microsoft Build 2025
Inside Azure innovations with Mark Russinovich
Join Mark Russinovich, CTO, Deputy CISO, Technical Fellow of Microsoft Azure. Mark will take you on a tour of the latest innovations in Azure architecture and explain how Azure enables intelligent, modern, and innovative applications at scale in the cloud,…
Magentic-UI, an experimental human-centered web agent
| Hussein Mozannar, Gagan Bansal, Cheng Tan, Adam Fourney, Victor Dibia, Friederike Niedtner, Jack Gerrits, Jacob Alber, Jingya Chen, Griffin Bassman, Erkang (Eric) Zhu, Peter Chang, Ricky Loynd, Maya Murad, Rafah Hosn, Ece Kamar, and Saleema Amershi
Magentic-UI, new from Microsoft Research, is an open-source research prototype of a human-centered AI agent, designed to work with people to complete complex, web-based tasks in real time over a web browser.
In the news | Industry
Developing next-generation cancer care management with multi-agent orchestration