In the news | Github Blog
Evolving GitHub Copilot’s next edit suggestions through custom model training
Editing code often involves a series of small but necessary changes ranging from refactors to fixes to cleanup and edge-case handling. In February, we launched next edit suggestions (NES), a custom Copilot model that predicts the next logical edit based on the code…
NeurIPS上新 | 大模型架构与加速：铸就LLMs效率与规模的基石
编者按：欢迎阅读“科研上新”栏目！“科研上新”汇聚了微软亚洲研究院最新的创新成果与科研动态。在这里，你可以快速浏览研究院的亮点资讯，保持对前沿领域的敏锐嗅觉。 全球顶级人工智能盛会 NeurIPS 2025 即将拉开帷幕。在本届大会上，微软亚洲研究院共有30多篇论文被接收。这些研究涉及从大模型基础理论到前沿应用的各个方面。 在接下来的几周里，我们将通过四期“NeurIPS上新”，深入解读入选的研究...
In the news | Github Blog
How we’re making GitHub Copilot smarter with fewer tools
In VS Code, GitHub Copilot Chat can access hundreds of tools through the Model Context Protocol (MCP) that range from codebase analysis tools to Azure-specific utilities. But giving an agent too many tools doesn’t always make it smarter. Sometimes it just makes…
VASA-3D：一张照片，开启3D讲话头像的无限可能
编者按：在虚拟数字人技术飞速发展的今天，如何让 3D 头像拥有真实感与表现力，始终是计算机视觉与图形学领域的核心挑战之一。微软亚洲研究院最新提出的 VASA-3D 技术，实现了从单张肖像照片生成可实时驱动的逼真的 3D 说话头像，不仅突破了传统方法对多视角数据的依赖，更将情绪表现力和面部微表情细腻度提升至全新高度。该工作已被 NeurIPS 2025 接收。 从视频会议中的虚拟形象，到元宇宙里的数...
Computer-use agents are AI systems that autonomously navigate and interact with software applications through graphical user interfaces (GUIs), and they are emerging as a new capability in artificial intelligence. By navigating and manipulating the same visual interfaces that people use,…
WaferLLM：从系统软件视角重构晶圆级AI计算
编者按：当“更大、更快、更高效”的 AI 计算成为业界追求的方向，在硬件革新之外，系统软件层的突破同样关键。微软亚洲研究院与爱丁堡大学联合提出的 WaferLLM 正是这一探索的重要尝试。该研究聚焦于晶圆级 AI 计算平台的系统软件优化，从架构原理到推理性能全面重构，为 AI 计算的未来提供新的视角。相关论文已被 OSDI 2025 接收。 随着 AI 模型规模持续膨胀、计算复杂度急剧上升，传统芯...
In the news | LinkedIn Article
The Next Phase of Aurora: Open and Collaborative AI for Weather and Climate Forecasting
Around the world, the dangers of extreme weather are a daily reality. In 2024, extreme weather displaced or disrupted the lives of more than 800,000 people worldwide —a reminder that accurate, timely forecasts aren’t just about data; they’re about people. From farmers deciding when to plant to coastal communities preparing for hurricanes, better forecasting can save lives,…
In the news | Microsoft Sustainably Speaking
Open source, shared planet: Harnessing AI to protect biodiversity
AI is transforming conservation in ways that were out of reach just a few years ago. The biodiversity crisis spans continents and species, so our tools must be open, adaptable, and collaborative—able to move from one habitat or use case…
In recent years, as the shift toward agentic AI has accelerated, automation has advanced to handle increasingly complex tasks, from document and code generation to image creation, visual understanding, and mathematical reasoning. This trend points to the growing need to…