Media Lab · 2026-08-03 · 6 min AI

3 个问题: 神经透明度和 AI 设计的未来

3 Questions: Neural transparency and the future of AI design

现在,数百万人正在设计自己的个性化人工智能伴侣,,但大多数人几乎不知道这些创作将如何发挥作用......

Millions of people are now designing their own personalized artificial intelligence companions, yet most have little idea how those creations will act...

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Jiacheng Tao, Qingyun Sun, Haonan Yuan, Ziwei Zhang, Jianxin Li · 2026-08-02 · 9 min AI

DualG-MRAG: 解耦宏观推理和微观匹配,实现多模态检索增强生成

DualG-MRAG: Decoupling Macro-Reasoning and Micro-Matching for Multimodal Retrieval-Augmented Generation

虽然多模态检索增强一代 (MM-RAG) 已显示出有希望的结果,,但它仍然难以应对复杂的多跳推理任务。存在...

While Multimodal Retrieval-Augmented Generation (MM-RAG) has shown promising results, it still struggles with complex multi-hop reasoning tasks. Exist...

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Qiushi Sun, Kanzhi Cheng, Yian Wang, Bowen Yang, Hang Yan, Liheng Chen, Fangzhi Xu, Zichen Ding, Nuo Chen, Jialin Cao, Xingdong Gong, Zehao Li, Kaiming Jin, Xinfeng Yuan, Zhoumianze Liu, Jingyang Gong, Zhangyue Yin, Jiahui Gao, Zhiyong Wu, Tianbao Xie, Jianbing Zhang, Ben Kao, Lingpeng Kong · 2026-08-01 · 5 min AI

OSReward: 为跨平台计算机使用奖励模型建立标准化评估

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models

使用计算机的代理 (CUA) 正在数字世界中快速发展。 CUA 轨迹记录了代理的 操作, 状态, 和推理。维里...

Computer-using agents (CUAs) are advancing rapidly across the digital world. A CUA trajectory records the agent's actions, states, and reasoning. Veri...

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Xiangning Lin, Shenzhe Zhu, Shu Yang, Zhenyu Zhang, Haoqian Zhang, Yipeng Zhao, Chengxuan Qian, Tianwei Wang, Ziheng Zhang, Zhenlong Yuan, Dingcheng Wang, Juncheng Wu, Yuan Si, Jiaxin Liu, Baolong Bi, Robert Mahari, Tobin South, Dazza Greenwood, Zexue He, Rishi Bommasani, Sophia Kazinnik, Andreas Haupt, Samuele Marro, Erik Brynjolfsson, Alex Pentland, Jiaxin Pei · 2026-08-01 · 9 min AI

AISPA: 以用户为中心的系统对大型语言模型应用程序进行及时审核

AISPA: User-Centric System Prompt Auditing for Large Language Model Applications

系统提示是开发人员配置的指令,用于管理人工智能应用程序中基础模型的行为。它们在整个公司中使用...

System prompts are instructions configured by developers to govern the behaviors of foundation models in AI applications. They are used throughout com...

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Science Policy Initiative · 2026-08-01 · 10 min AI

将研究与国会山的政策联系起来

Connecting research to policy on Capitol Hill

今年春天, 25 名麻省理工学院的学生和博士后前往华盛顿与国会工作人员会面,并倡导联邦政府持续投资......

This spring, 25 MIT students and postdocs traveled to Washington to meet with congressional staffers and advocate for sustained federal investment in ...

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Science Policy Initiative · 2026-07-31 · 8 min AI

将研究与国会山的政策联系起来

Connecting research to policy on Capitol Hill

今年春天, 25 名麻省理工学院的学生和博士后前往华盛顿与国会工作人员会面,并倡导联邦政府持续投资......

This spring, 25 MIT students and postdocs traveled to Washington to meet with congressional staffers and advocate for sustained federal investment in ...

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Rachel Gordon | Alex Shipps | MIT CSAIL · 2026-07-31 · 6 min AI

丹妮拉·罗斯接见巴伐利亚部长

Daniela Rus receives Bavarian Minister

该奖项由巴伐利亚州政府和巴伐利亚科学与人文学院, 联合颁发,是科技界最受资助的奖项...

Awarded jointly by the Bavarian State Government and the Bavarian Academy of Sciences and Humanities, it is the most highly endowed award for technolo...

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Emma Foehringer Merchant | Institute for Medical Engineering and Science · 2026-07-30 · 6 min AI

麻省理工学院开发的医学数据库如何演变成全球数据标准

How a medical database developed at MIT evolved into a global standard of data

在通过云, 推动科学数据存储和协作之前,寻求健康研究突破的医学研究人员必须......

Before the advancement of scientific data storage and collaboration via the cloud, medical investigators seeking health research breakthroughs had to ...

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Atharva Pandey, Gautam Jajoo · 2026-07-29 · 8 min AI

用于审核法学硕士社交模拟器的理性中介行为模型

Reason-Mediated Behavioral Models for Auditing LLM Social Simulators

大型语言模型越来越多地用作社交模拟器,,包括用作综合调查受访者。大多数评估都会询问是否模拟...

Large language models are increasingly used as social simulators, including as synthetic survey respondents. Most evaluations ask whether simulated ou...

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Maruthi Vemula, Neeraj Praneeth Gajula · 2026-07-29 · 10 min AI

驱逐作为估计: 测试时间内存, 以及测量节拍累积时的固定滞后平滑视图

Eviction as Estimation: A Fixed-Lag Smoothing View of Test-Time Memory, and When Measuring Beats Accumulating

具有有限工作记忆的语言模型必须反复决定保留哪些存储项。每个部署的方法都会决定项目到达的那一刻...

A language model with a bounded working memory must repeatedly decide which stored items to keep. Every deployed method decides the moment an item arr...

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