Education

LLM World Model – The Secret Mind Inside AI

LLM world models represent a paradigm shift including physical AI, bridging semantic understanding with robotic embodiment. While these models excel at creating internal representations through linguistic patterns, their transition to physical systems reveals critical gaps between textual knowledge and real-world interaction. Current vision-language-action models are revolutionizing robotic control today, yet significant challenges remain in safety, reliability, and true physical comprehension.

100%成功开源Coze本地部署教程

**开源Coze安装指南摘要** Coze Studio是字节跳动开源的AI智能体开发平台,采用Apache 2.0协议,支持免费商业使用。系统要求最低2核CPU、4GB内存,需预装Docker环境。安装过程包括:克隆GitHub仓库、配置AI模型(支持OpenAI/豆包等)、设置环境变量、启动Docker容器。通过`docker-compose up -d`命令即可一键部署,访问localhost:8888开始使用。整个安装过程约需10-15分钟,提供可视化界面创建智能体、工作流,无需编程基础即可快速构建AI应用。

NEW ADAPTIVE Multi-Agent AI System: AIME (ByteDance)

AIME (Autonomous Intelligent Multi-Agent Ecosystems) is ByteDance's revolutionary multi-agent AI framework that replaces rigid planning with dynamic, adaptive coordination. Its three core innovations—Dynamic Planner for real-time strategy refinement, Actor Factory for on-demand specialized agent creation, and centralized Progress Management—enable unprecedented flexibility and intelligence sharing, dramatically outperforming traditional static multi-agent systems across complex tasks.

British Scholar Martin Jacques on China’s Government Legitimacy

British scholar Martin Jacques argues that China's government enjoys greater legitimacy than Western democracies, stemming not from elections but from its role as embodiment of Chinese civilization. This 4,000-year tradition creates unique state-society relationships based on competency and cultural continuity. Jacques challenges Western assumptions, predicting global power shifts as China's civilizational confidence reshapes international systems.

素書

《素書》的現代註釋和分析,傳統上歸屬於黃石公所著

《素書》闡述「道德仁義禮」五大修身根本,分六章論述個人品格與領導智慧。從原始修養到正道實踐,從了解人心到堅持正義,最終達到社會和諧。古代智慧指導現代生活:職場誠信、管理藝術、商業倫理、社會責任。真正成功源於內在品德修養,而非僅追求物質成就。

LLM repairs Knowledge Graph (Apple MacBook)

**LLM Knowledge Graph Repair: Promise and Limitations** Current research reveals LLMs excel at structural pattern recognition (90%+ format adherence) but struggle with semantic accuracy, achieving only 20-40% correctness in critical domains like healthcare. While promising for detection and assistance, LLMs require hybrid neurosymbolic approaches with human oversight for reliable knowledge graph repair. Future solutions likely combine neural flexibility with symbolic reasoning validation.

Andrej Karpathy: Software 3.0

Software 3.0 represents a revolutionary programming paradigm where developers use natural language prompts instead of traditional code, as popularized by Andrej Karpathy in 2025. Southeast Asia is emerging as a major AI hub, with potential to add $1 trillion to regional GDP by 2030. The region attracts record investments exceeding $30 billion in AI infrastructure, while facing challenges including talent shortages and employment displacement concerns.

Luanna delivered the student commencement address at Harvard’s 2025 University-wide graduation ceremony

"If we still believe in a shared future, let us not forget those who were labeled as enemies. They too are human. In seeing their humanity, we find our own. We do not rise by proving each other wrong. We rise by refusing to let one another go, bound by our shared humanity."

Google’s revolutionary AI video generation tool, VEO 3 (How will this impact to SEA?)

Google VEO 3 is Google's revolutionary AI video generator that creates 8-second videos with synchronized audio from text prompts. Now available in 71 countries including many SEA nations, it costs $19.99-$249.99/month. For Southeast Asia's mobile-first, culturally diverse region, VEO 3 democratizes video production, enabling small creators and cultural organizations to produce high-quality content at fraction of traditional costs. However, challenges include English-only audio output and risks of cultural misrepresentation, requiring careful adoption to preserve authentic regional storytelling traditions.

Keyu Jin Discusses China’s Evolving Trade War Strategy with U.S.

China's digital yuan strategy represents a comprehensive challenge to US financial hegemony, leveraging advanced fintech platforms like WeChat and cross-border payment systems like mBridge to create alternative monetary infrastructure. Through Belt and Road Initiative integration and partnerships with countries seeking dollar alternatives, China is systematically building parallel financial networks that could undermine SWIFT and dollar dominance. This technological-geopolitical fusion threatens to fragment global payments, reshape international monetary systems, and establish a multipolar digital financial order centered on Chinese-controlled platforms and yuan-denominated transactions.