Quantum and U

Vibe Coding + Vibe Design = Your Ultimate Brand? (with Code inside)

April 4, 2025 coffee
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AI, Education, Quantum and U, Uncategorized

Vibe Coding vs. Vibe Design: A Powerful Evolution Vibe Coding generates functional code through natural language, while Vibe Design extends this approach to emotional, branding, and user experience aspects. Where Vibe Coding focuses on "what a product does" (technical implementation), Vibe Design addresses "how it makes users feel" (emotional connection). By combining both approaches, creators can build products that are not only functional but also emotionally resonant and market-differentiated.

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n8n AI Agent与MCP使用情境解析

April 3, 2025 coffee
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AI, Education, Quantum and U, Uncategorized

# AI技术三驾马车的融合 在AI技术的前沿，LLM、AI Agent和MCP形成了强大的组合。LLM如超级百科全书，处理语言理解与生成；AI Agent如智能助手，具备执行特定任务的决策能力；而MCP则如同国际通用语言，确保不同AI系统间的无缝沟通。 这三者的结合不仅提高了AI系统的灵活性和扩展性，还大幅降低了开发复杂度。通过这种架构，AI从单纯的语言工具进化为真正能理解、规划并执行复杂任务的智能体系，为各行业带来前所未有的自动化可能。

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N8N 最强AI工作流平台：免费部署、连接1000+外部应用

March 25, 2025 coffee
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AI, Education, Quantum and U

# N8N工作流平台摘要 N8N是一款强大的开源自动化工作流平台，具有显著优势：完全开源可自托管、支持超过1000个第三方应用集成、允许JavaScript和Python代码节点自定义功能、拥有活跃的社区节点生态系统，且自托管完全免费无使用限制。与Coze、Dify、Zapier等平台相比，N8N提供更开放的生态系统和更灵活的功能扩展，特别适合需要复杂自动化流程和多系统集成的用户。

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Sonnet 3.7 “THINK” Tool: MORE than a Scratchpad

March 24, 2025 coffee
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AI, Education, Quantum and U, Quantum Mindset Programme

Claude 3.7 Sonnet's new THINK tool creates a dedicated space for structured reasoning during complex tasks. More than a simple scratchpad, it allows Claude to pause, reflect, and verify policy compliance when managing multi-step processes. When paired with optimized prompts providing reasoning templates, it improves performance by over 50% on tasks requiring strict rule adherence, like booking systems or policy-driven customer service.

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AI如何预判人类动作 – Think-Then-React (TTR)框架

March 24, 2025 coffee
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AI, Education, Quantum and U

# Think-Then-React：AI预判人类动作的新范式 人民大学高瓴团队开发的Think-Then-React (TTR)框架（ICLR 2025）采用"先思考再反应"的创新方法，显著提升了AI预判人类动作意图的能力。该框架通过解耦空间-位姿编码和运动-文本联合预训练，使AI能够理解复杂的人类动作，并生成恰当反应。实验表明，TTR在各项指标上远超现有方法，FID仅为1.942。该框架有望应用于智能陪伴机器人、虚拟社交助手和人机交互游戏等领域，为具身智能研究开辟新方向。

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NVIDIA GTC 2025 Conference – Latest AI Chip Unveiling

March 18, 2025 coffee
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AI, Education, Quantum and U

NVIDIA's GPU Technology Conference (GTC) stands as the company's premier annual event showcasing cutting-edge innovations in AI, accelerated computing, and graphics technologies. Highlighted by CEO Jensen Huang's keynote, GTC features comprehensive technical sessions, hands-on training, and exhibitions from industry partners. The conference typically spotlights advancements in AI architecture, enterprise solutions, robotics, and visualization technologies. GTC announcements consistently shape industry direction, influencing AI research trajectories, hardware decisions, and software development priorities across multiple sectors worldwide.

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Google Unveils Gemini Robotics: A New Level of AI Robot Intelligence

March 18, 2025 coffee
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AI, Education, Quantum and U

Google DeepMind has introduced Gemini Robotics and Gemini Robotics-ER, two advanced AI models designed to revolutionize robotics with powerful vision, language, and action capabilities. Built on Gemini 2.0, these models enable robots to understand natural language instructions, adapt to changing environments, and perform complex physical tasks with impressive precision. With partnerships involving Apptronik, Boston Dynamics, and Agile Robots, Gemini Robotics is set to redefine automation, bringing smarter and more versatile robots into real-world settings.

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DyT干掉Transformer归一化层 – 内有视频综述

March 15, 2025 coffee
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AI, Education, Quantum and U

动态Tanh(DyT)是由何恺明、杨立昆等顶尖研究者提出的创新方法，仅需9行代码即可替代Transformer架构中传统的归一化层。DyT通过公式γ·tanh(αx)+β实现，其中α为可学习参数控制缩放因子。DyT无需计算统计信息，参数更少，计算效率显著提高（推理阶段比RMSNorm快52.4%，训练阶段快42.2%）。在视觉、语言、生物信息学等多领域验证中，DyT性能不降反升，打破了归一化层不可或缺的固有观念，为神经网络优化开辟新道路。

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Open Manus AI: EASY Install Guide and Is it REALLY Good

March 14, 2025 coffee
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AI, Education, Quantum and U, SEA

# OpenManus: Local AI Revolution OpenManus brings autonomous AI agents to your desktop, free from API costs. With Ollama integration, it navigates websites, researches topics, and generates reports through natural language commands. Despite being in early development, it's already transforming workflows across Southeast Asia, from automating e-commerce analysis in Singapore to supporting agricultural decisions in Vietnam. While installation requires technical knowledge, the system's ability to operate entirely offline makes it particularly valuable in regions with connectivity challenges.

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《OpenManus 免费开源部署！无需邀请码，本地对接 Ollama AI 大模型，OpenManus 》

March 12, 2025 coffee
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AI, Education, Quantum and U, Uncategorized

OpenManus在东南亚的未来影响 OpenManus作为免费开源AI助手，未来三年将深刻改变东南亚科技格局。通过本地部署和开源模型，它为地区带来多方面应用：帮助中小企业实现低成本自动化，提供个性化教育资源，优化多语言政府服务，支持农业信息系统和旅游业发展。 到2027年，OpenManus将加速数字化转型，创造新就业机会，减少语言障碍，推动本地AI模型发展。预计印尼电商、越南农业、菲律宾教育等领域将出现创新应用。然而，数字鸿沟、能源消耗与安全隐私仍是需要解决的主要挑战。

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