Education

Claude Code for Business with SpecKit: Complete SME Implementation Guide

November 18, 2025 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme

Discover how SME companies achieve 3.2x effective team capacity by combining Claude Code's AI business automation with GitHub's SpecKit specification-driven development. Learn how TechServe Solutions transformed operations across development, sales, customer success, and marketing—reducing time-to-market by 55%, cutting development costs by 30%, and growing revenue per employee by 45%. Complete implementation roadmap included with real-world examples and measurable outcomes.

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动画拆解 AI 大模型核心 – 10 分钟搞懂 Transformer！用毒毒毒蛇,毒蛇会不会被毒毒死？

November 16, 2025 coffee
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AI, Chinese/中文, Education

动画可视化让复杂概念变简单: Transformer 涉及多维矩阵运算、注意力权重计算等抽象概念,对初学者来说极具挑战性。通过动画演示,可以将这些看不见的数学过程转化为直观的视觉流程。 动画能够展示数据在编码器和解码器之间的流动路径,演示注意力机制如何"查看"不同单词,以及词嵌入如何在高维空间中移动。这种动态可视化大大降低了学习门槛,让非技术背景的学习者也能理解 AI 大模型的核心原理。 相比静态图表和枯燥公式,动画提供了更生动的学习体验,帮助观众建立直觉性理解,而不仅仅是死记硬背概念。

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Eric Schmidt – All-in Summit, 2025

October 26, 2025 coffee
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AI, Education, Quantum and U, Speeches

Former Google CEO Eric Schmidt reveals the stark reality of US-China technological competition. While America pursues ambitious AGI projects, China focuses on practical AI applications and open-source dominance. Schmidt's firsthand experience with Ukraine demonstrates warfare's transformation through autonomous drones, fundamentally changing military economics. He emphasizes America must leverage its entrepreneurial culture, deep capital markets, and innovation ecosystem to maintain competitive advantage in this consequential global race spanning AI, space, and defense technologies.

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The FDE Playbook for AI Startups

October 21, 2025 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme

Forward Deployed Engineers bridge the gap between product capabilities and customer needs by embedding technical engineers directly at client sites. Unlike traditional consulting, FDEs build rapid prototypes that inform permanent product improvements while delivering measurable business outcomes. This Palantir-originated model has become the dominant strategy for AI startups, with over 100 Y Combinator companies now hiring FDEs to navigate heterogeneous markets where no incumbent solutions exist.

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China’s $48B Xinjiang AI Data Center

September 17, 2025 coffee
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AI, AI Data Center, Education, Green Energy, NVIDIA

Xinjiang offers multiple strategic advantages for data centers including abundant renewable energy resources, natural cooling from low temperatures and dry climate, cheap land availability, and strategic geographic positioning along the Belt and Road Initiative. These combined factors enable China to build highly cost-effective AI infrastructure while spreading digital economy benefits beyond eastern cities, supporting ambitious national AI leadership goals effectively.

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Thinking Machines Lab 解决方案: 攻克LLM推理非确定性难题

September 13, 2025 coffee
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AI, Chinese/中文, Education, Quantum and U

## Thinking Machines Lab：Connectionism 核心摘要 Thinking Machines Lab由OpenAI前CTO米拉·穆拉蒂于2025年2月创立，完成20亿美元种子轮融资，估值120亿美元。团队汇集了OpenAI联合创始人约翰·舒尔曼、前VP巴雷特·佐夫等顶尖AI人才。公司推出"Connectionism"研究博客，首篇论文解决大模型推理非确定性问题。其使命是构建个性化AI系统、发展强大技术基础、培养开放科学文化。公司承诺定期分享研究成果，致力于让AI广泛有用和易于理解，代表了AI领域向开放透明科学研究的重要回归。

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SpecKit: Github’s NEW tool That FINALLY Fixes AI Coding

September 11, 2025 coffee
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AI, Education, Quantum and U

GitHub's SpecKit is an open-source toolkit that revolutionizes AI-assisted coding by transforming vague prompts into structured, executable specifications. Using a four-phase workflow (Specify, Plan, Tasks, Implement), it eliminates AI guesswork and ensures generated code aligns with project requirements. Compatible with GitHub Copilot, Claude Code, and Gemini CLI, SpecKit makes AI coding reliable and predictable.

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NVIDIA’s Isaac Sim & Isaac Lab – Complete Guide to Building & Training Robots

September 9, 2025 coffee
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AI, AI Robot, Education, NVIDIA, Quantum and U

NVIDIA's Isaac Sim and Isaac Lab offer a complete robotics simulation pipeline, enabling developers to train robots from CAD design to real-world deployment without physical hardware risks. This comprehensive 59-minute guide demonstrates installation, custom robot creation, machine learning integration, and successful simulation-to-reality transfer. While technically demanding, these free tools revolutionize robotics development through realistic physics simulation and policy training capabilities.

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Master Inverse Kinematics for Arduino Robots – Easy Math, Full Code, Real Results

September 8, 2025 coffee
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AI, AI Robot, Education, Quantum and U, Uncategorized

Master smooth robotic movement with this comprehensive inverse kinematics implementation guide for Arduino robots. Features complete object-oriented source code, step-by-step hardware setup, progressive test programs, and advanced features like Bluetooth control and obstacle avoidance. Transform complex mathematics into practical, working code for hexapod robots or robotic arms. Includes troubleshooting, calibration procedures, and multiple gait patterns for professional-grade robotic coordination.

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Stanford CS231N Deep Learning for Computer Vision, Lecture 1: Introduction

September 6, 2025 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme, Speeches

Stanford CS231N's opening lecture traces computer vision from its biological origins 540 million years ago to today's AI revolution. Professor Fei-Fei Li chronicles the field's evolution from 1950s neuroscience discoveries through the AI winter to the transformative 2012 ImageNet breakthrough with AlexNet. The course explores deep learning fundamentals, visual understanding tasks, large-scale training, and generative models. Applications span medical diagnosis to creative AI, while emphasizing ethical considerations and interdisciplinary collaboration essential for responsible AI development in computer vision.

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