人工智能评测新范式：解锁AI性能的可解释力与预测力
作者：周乐鑫 随着人工智能的快速发展，通用型人工智能（如大语言模型）在诸多领域都表现出色，包括可以解决复杂的数学问题，但由于其存在不可解释性以及不可预测性，所以在基础算术等简单任务上仍可能出现失误。这对人工智能的评估提出了重大挑战——亟需发展可解释与可预测的评估方法，以明确系统失败的原因，并指导进行可靠部署。然而，目前尚无可以同时满足这两点要求的评估范式。 传统以性能为导向的评估方法在个体任务实例...
Research Focus: Week of March 24, 2025
In this issue, we examine a new conversation segmentation method that delivers more coherent and personalized agent conversation, and we review efforts to improve MLLMs’ understanding of geologic maps. Check out the latest research and other updates.
In the news | Microsoft Source EMEA
Nuclear fusion: Delivering on the promise of carbon‑free power with the help of AI
ITER, the world’s largest nuclear fusion plant is under construction. Fusion has the potential to be a new source of affordable, carbon-free energy. And now ITER and Microsoft Research have signed a memorandum of understanding regarding a potential research collaboration,…
In the news | Microsoft Source EMEA
Nuclear fusion: Delivering on the promise of carbon‑free power with the help of AI
ITER, home to the world's largest fusion experiment, and Microsoft Research have signed a memorandum of understanding regarding a potential research collaboration, particularly on issues involved in modeling future experiments.
TimeDP：创新时间序列生成模型，突破跨领域应用局限性
人工智能技术的持续演进，让时间序列数据在众多领域中的应用价值愈发凸显，尤其是在医疗健康、金融市场、气象预测和交通管理等行业。时间序列生成技术不仅可以弥补数据的不足，还能在无实际风险的环境中进行模拟和预测，因此具有重要的实际应用意义。 例如，在医疗领域，生成高质量的时间序列数据可以在保护隐私的前提下，帮助解决数据的稀缺问题，为疾病预测、个性化治疗等提供更加丰富的数据支持。金融行业则可以利用生成的市场...
Astronomy, born from humanity’s innate curiosity about the stars, has long been a catalyst for revolutionary discoveries. As AI technology advances, intelligent agents powered by large language models (LLMs) are opening up opportunities for astronomers to explore the universe more…
实习派 | 王拓为：从初探到突破，做更有影响力的系统研究
“做更有影响力的研究，让学术成果发挥现实作用。”这是清华大学计算机科学与技术系博士二年级学生王拓为科研道路上的方向标，也是一座始终闪耀的灯塔。 从初来实习的零经验本科生，到在全球高性能计算与系统结构领域的顶级会议——SC上“一投即中”成功发表论文，王拓为一路进阶，展现了从学习到创造的蜕变。 微软亚洲研究院异构计算组的李琨高级研究员，不仅是他成长过程中的引路人，更是他从科研新手成为初具锋芒的青年学者...
Academic growth, cultural immersion, and global connections: Korean interns’ journeys at MSRA
At the intersection of academic growth, cultural immersion, and international collaboration, internships at Microsoft Research Asia provide students with more than just technical experience. This year, twenty-two interns from research-oriented universities in Korea joined MSRA research groups, including Intelligent Multimedia,…