Month: August 2025

The $10 Trillion AI Revolution: It’s Bigger Than the Industrial Revolution

August 31, 2025 coffee
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AI, Education, SEA, Speeches, Uncategorized

Southeast Asia emerges as a critical battleground in Sequoia's $10 trillion AI revolution, with over $30 billion committed to regional AI infrastructure in 2024 alone. The region's 675 million digitally-native population could capture nearly $1 trillion in AI-driven GDP growth by 2030—representing 13-18% economic expansion. While global tech giants establish Asian AI headquarters across Singapore, Thailand, and Malaysia, Southeast Asia faces a paradox: massive infrastructure investment alongside a local funding winter. The region is positioned as an AI consumption hub and testing ground rather than an innovation leader.

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Python + Rust + Streamlit: Complete Integration Guide

August 30, 2025 coffee
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AI, Education, Quantum and U, Uncategorized

This highlights the revolutionary impact of combining Python + Rust + Streamlit technologies, emphasizing the dramatic performance gains (10-100x), development efficiency (50-70% faster), cost savings (30-60% reduction), and the ultimate benefit of building enterprise-grade applications in weeks rather than months with minimal complexity.

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中国国产芯片-UE8M0 FP8详解

August 28, 2025 coffee
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AI, AI Data Center, Chinese/中文, Education, NVIDIA, Quantum and U

UE8M0 FP8技术摘要: UE8M0 FP8是一种专为AI训练设计的数据格式，采用无符号8位指数、0位尾数结构，只能表示2的整数幂。作为MXFP8中的缩放因子格式，它通过位移解码避免复杂浮点运算，将元数据流量降低75%。DeepSeek V3.1率先采用该技术，引发国产芯片概念股暴涨。华为、寒武纪、沐曦等厂商纷纷跟进支持。该技术为国产芯片提供了渐进式演进路径，有望实现软硬协同优化，但在标准统一和生态建设方面仍需努力。

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LLM World Model – The Secret Mind Inside AI

August 8, 2025 coffee
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AI, Education, Quantum and U

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.

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上海全自动地铁运行系统Summary of Shanghai’s Fully Automated Subway Operation System

August 6, 2025 coffee
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Uncategorized

上海地铁实现全自动无人驾驶运行。列车凌晨4点自动唤醒、自检出库，无需驾驶员操作。目前四条线路已投入使用，代表中国轨道交通智能化技术重大突破，提升运行效率与乘客体验。 Shanghai's subway operates fully automated without human drivers. Trains automatically wake up at 4 AM, self-inspect, and depart. Four lines currently operational, representing China's major breakthrough in intelligent rail transit technology, enhancing operational efficiency and passenger experience.

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