Posts by: coffee

杨荣文谈台湾, 香港, 印巴水资源战, AI – DeepSeek | George Yeo: Taiwan, Hong Kong, water resource war between India and Pakistan and AI – DeepSeek.

July 27, 2026 coffee
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AI, Chinese/中文, Education, Quantum and U, Quantum Mindset Programme, SEA, Speeches

新加坡前外长杨荣文认为，中国的治国之道本质上是防御性的，而非扩张性的。谈及台湾，他预测若强制统一，约5%至10%的人会离开，其余人将像香港在2020年后那样逐渐适应。从特朗普的谈判风格到DeepSeek的开源策略，杨荣文以罕见的内部视角，描绘出他称之为"三个太阳"的多极世界图景。 Singapore's former Foreign Minister George Yeo argues China's statecraft is fundamentally defensive, not expansionist. On Taiwan, he predicts 5–10% might leave under forced reunification, the rest adapting much like Hong Kong did post-2020. From Trump's negotiating style to DeepSeek's open-source gambit, Yeo offers a rare insider's map of a multipolar world he likens to "three suns."

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前新加坡外交部长杨荣文受邀在香港大学作演讲 / Former Singapore Foreign Minister George Yeo’s speech at the HKU

July 26, 2026 coffee
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Education, Speeches

George Yeo's blunt line at HKU — Taiwan can't shape US-China relations, but it can decide whether to be used — reframes the island's predicament as choice, not fate. His fireside chat ranges from Lee Kuan Yew's Hong Kong ties to the multipolar shift, dollar hegemony, and Chinese civilizational logic, ending with a warning: policies built on illusion lead to tragedy. 杨荣文在港大直言：台湾无法左右美中关系，却能决定是否甘愿被利用——将台湾的处境重新定义为选择，而非宿命。这场炉边对谈从李光耀与香港的渊源，谈到多极世界转型、美元霸权与中华文明逻辑，最后警示：建立在幻想之上的政策，终将酿成悲剧。

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The 4 Skill Groups That Unlock Peak Agent Productivity | 这4组Skill才是Agent顶级生产力的真正密钥

June 16, 2026 coffee
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Uncategorized

**The real productivity ceiling in the AI agent era isn't your tool — it's your Skill configuration.** After testing dozens of agents, one truth stands out: Skill Creator, Find Skills, Superpowers, jStack, Frontend Design, and Baoyu's content toolkit form the essential stack. Configure these four Skill groups correctly, and any agent becomes a full team. --- **AI Agent 时代真正的生产力天花板，不是你用的工具，而是你配置的 Skill。** 实测数十个 Agent 后，一个真相浮现：Skill Creator、Find Skills、Superpowers、jStack、Frontend Design 与宝玉工具箱，构成了核心生产力矩阵。四组 Skill 配置到位，任何 Agent 都能顶一支团队。

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Yann LeCun — “World Models: Enabling the Next AI Revolution”

June 12, 2026 coffee
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Yann LeCun argues that LLMs cannot achieve human-like intelligence: a four-year-old absorbs as much data through vision as all internet text. His solution—world models built on JEPA, predicting in abstract representation space rather than pixels—enables planning by energy minimization, intrinsic safety, and emergent physical common sense. Now open-sourced via V-JEPA 2, EB-JEPA, and LeJEPA for hands-on experimentation.

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How to Be a Successful FDE | 如何成为一名成功的前端部署工程师（FDE）

June 9, 2026 coffee
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AI, Chinese/中文, Education, Quantum and U, Quantum Mindset Programme

Traditional logic says you must choose: bespoke high-value consulting or infinitely scalable software. Palantir refused the trade-off and invented the Forward Deployed Engineer — an embedded engineer with direct CEO access who ships production code and precipitates every engagement into reusable platform capability. 传统逻辑要你二选一：高单价的定制咨询，或可无限扩展的软件。Palantir 拒绝妥协，造出了"前端部署工程师（FDE）"——能直达客户 CEO、写生产代码，同时把每一次项目沉淀为可复用的平台能力

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Graphify – Open Source Repo Solved Claude Code’s #1 Problem

June 8, 2026 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme

Graphify is an open-source tool that solves Claude Code's biggest limitation — no persistent memory of your codebase. By converting any repository into a queryable knowledge graph through a three-pass pipeline (AST analysis, audio/video transcription, and LLM-driven semantic extraction), it gives Claude a structural map instead of forcing it to grep through files blindly, delivering real-world token savings of 40–60% on large codebases.

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The AI Agency Blueprint: From Prompt to Profit

May 29, 2026 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme

From Prompt to Profit: The AI Agency Blueprint Most people use AI for fun. This blueprint turns it into a business. With five core services — product photography, client design, illustrated eBooks, short-form video, and pitch decks — a solo operator can reach $2K+/month in 60–90 days. The secret isn't better tools. It's structured briefs, repeatable systems, and five retainer clients.

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Zero to One with No-Code AI: The Complete Playbook / 从零到一玩转无代码 AI：完整实战手册

May 26, 2026 coffee
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A bilingual deep-dive into building real apps and websites without writing a single line of code.一篇双语长文，带你不写一行代码，做出真正能上线的 App 和网站。 Introduction /.

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The Most Advanced AI Scientist: AutoResearchClaw

May 25, 2026 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme

AutoResearchClaw turns a single research idea into a conference-ready paper through a 23-stage autonomous pipeline—pulling real literature, running self-healing sandbox experiments, and verifying citations. This ready-to-use config runs Claude Code via ACP (no API key needed), with DeepSeek and OpenRouter as drop-in alternatives. Human gates stay active where quality matters most: literature screening, experiment design, and the final quality check.

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AI Freelancer Playbook – AI 自由职业者操作手册

May 23, 2026 coffee
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AI, Chinese/中文, Education, Quantum and U, Quantum Mindset Programme

turns AI into a force multiplier: route tasks to the right engine — Gemini, Claude, ChatGPT, Midjourney — while you own quality control. Master one workflow, win clients with value-first outreach, and scale from your first five reviews to market rates. 《AI 自由职业者操作手册》把 AI 变成效率倍增器：把任务分派给对的引擎——Gemini、Claude、ChatGPT、Midjourney——而你掌管质量把关。精通一套工作流，用价值优先的触达赢得客户，再从前五条好评一路放大到市场价。

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