Curating the frontier of Artificial Intelligence

China exports growth in March misses estimates, imports surge most in over four years

由于中东冲突打击了全球需求前景,，中国 3 月份出口增长降至六个月低点，而进口则录得最强劲...

China's export growth declined to a six-month low in March as the Middle East conflict hit global demand outlook, while imports logged their strongest...

Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents

从无状态语言模型推理到持久, 多会话自治代理的转变表明内存是主要架构...

The transition from stateless language model inference to persistent, multi session autonomous agents has revealed memory to be a primary architectura...

Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework

随着推理能力和部署范围同步增长, 大型语言模型 (LLM) 获得了参与服务于自己的行为的能力......

As reasoning capacity and deployment scope grow in tandem, large language models (LLMs) gain the capacity to engage in behaviors that serve their own ...

Self-Correction as Feedback Control: Error Dynamics, Stability Thresholds, and Prompt Interventions in LLMs

迭代式自我修正越来越多地部署在代理 LLM 系统, 中，但重复细化是否会提高或降低性能仍然是一个问题。

Iterative self-correction is increasingly deployed in agentic LLM systems, yet whether repeated refinement improves or degrades performance remains in...

China calls U.S. blockade 'dangerous and irresponsible'

中国称美国封锁霍尔木兹海峡的伊朗港口是"危险且不负责任的行为"，这将进一步加剧紧张局势......

China has called the U.S. blockade of Iranian ports in the Strait of Hormuz a "dangerous and irresponsible act" that will further enflame tensions in ...

Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models

即使使用温度 $T=0$, 大型语言模型 (LLMs) 进行解码，也可以为相同的输入产生不同的输出。 Thinking Ma 的最新作品...

Even when decoding with temperature $T=0$, large language models (LLMs) can produce divergent outputs for identical inputs. Recent work by Thinking Ma...

CognitiveTwin: Robust Multi-Modal Digital Twins for Predicting Cognitive Decline in Alzheimer's Disease

由于疾病进展的异质性，预测阿尔茨海默的疾病(AD)的个体认知能力下降很困难。可靠的临床...

Predicting individual cognitive decline in Alzheimer's disease (AD) is difficult due to the heterogeneity of disease progression. Reliable clinical to...

AgentSearchBench: A Benchmark for AI Agent Search in the Wild

AI 代理生态系统的快速发展正在改变复杂任务的委派和执行方式,，这为识别合适的任务带来了新的挑战……

The rapid growth of AI agent ecosystems is transforming how complex tasks are delegated and executed, creating a new challenge of identifying suitable...

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

通过模块化技能和工具集成，单个代理的能力迅速提高,，但多代理系统仍然受到固定...

Individual agent capabilities have advanced rapidly through modular skills and tool integrations, yet multi-agent systems remain constrained by fixed ...

Iran war: Trump’s Hormuz blockade tests U.S. ties with China and India

美国对霍尔木兹海峡的封锁不仅挤压了伊朗，还加大了对其两个最重要关系的压力……

The U.S. blockade of the Strait of Hormuz is not only squeezing Iran but also ratcheting up pressure on two of its most consequential relationships in...