洞察 AI 演进与全球贸易脉动，以全息视野重塑跨域情报流。
Decoding AI evolution and global trade rhythms. High-fidelity intelligence, redefined.
QuantClaw: Precision Where It Matters for OpenClaw
由于长上下文输入和多轮推理，OpenClaw 等自主代理系统带来了巨大的效率挑战。这个结果...
Autonomous agent systems such as OpenClaw introduce significant efficiency challenges due to long-context inputs and multi-turn reasoning. This result...
Rethinking Math Reasoning Evaluation: A Robust LLM-as-a-Judge Framework Beyond Symbolic Rigidity
大型语言模型的最新进展导致了各种任务, 的显着改进，包括数学推理,，它使用...
Recent advancements in large language models have led to significant improvements across various tasks, including mathematical reasoning, which is use...
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond
随着人工智能系统从生成文本转向通过持续交互完成目标,，对环境动态进行建模的能力成为一个中心......
As AI systems move from generating text to accomplishing goals through sustained interaction, the ability to model environment dynamics becomes a cent...
MIT researchers use AI to uncover atomic defects in materials
在生物学中，, 缺陷通常是不好的。但在材料科学中，, 缺陷可以有意调整，从而赋予材料有用的新特性。今天,...
In biology, defects are generally bad. But in materials science, defects can be intentionally tuned to give materials useful new properties. Today, at...
Preview tool helps makers visualize 3D
设计师, 制造商, 和其他人经常使用 3D 打印来快速制作一系列功能对象, 的原型，从电影道具到医疗设备。准确的 ...
Designers, makers, and others often use 3D printing to rapidly prototype a range of functional objects, from movie props to medical devices. Accurate ...
Evaluating the ethics of autonomous systems
人工智能越来越多地被用来帮助优化高风险环境中的决策。例如, 一个自治系统可以识别...
Artificial intelligence is increasingly being used to help optimize decision-making in high-stakes settings. For instance, an autonomous system can id...
Working to advance the nuclear renaissance
如今, 美国有 94 个核反应堆在运行, 比世界上任何其他国家都多, 并且这些装置共同提供...
Today, there are 94 nuclear reactors operating in the United States, more than in any other country in the world, and these units collectively provide...
Helping data centers deliver higher performance with less hardware
为了提高数据中心效率,，多个存储设备通常通过网络汇集在一起，以便许多应用程序可以共享它们。但即便是机智...
To improve data center efficiency, multiple storage devices are often pooled together over a network so many applications can share them. But even wit...
Sixteen new START.nano companies are developing hard
MIT.nano 宣布 2025 年将有 16 家初创公司成为 START.nano 计划的积极参与者,，新公司数量增加了一倍多...
MIT.nano has announced that 16 startups became active participants in its START.nano program in 2025, more than doubling the number of new companies f...
New technique makes AI models leaner and faster while they’re still learning
训练大型人工智能模型的成本很高,，不仅在美元, 上，而且在时间, 能源, 和计算资源上。传统上, 获得...
Training a large artificial intelligence model is expensive, not just in dollars, but in time, energy, and computational resources. Traditionally, obt...