AI Content Creation
The Most Crowded Track: Where the Next Platform-Level AI Product Will Emerge First Overview This week’s AI spotlight is on what many creatives once saw as their lifelong adversary — AI video generation tools. In 2024, the conversation in AI video generation has shifted from "Can it be generated?
AI Playbooks
Large Model Intelligence｜4-Bit Quantization Frontier Introduction: Balancing Compression and Accuracy In our previous discussion on 8-bit quantization (W8A8), pioneers balanced accuracy with efficiency, pointing the way toward slimmer and faster large models. But for enormous models—with parameters in the hundreds of billions to trillions—8-bit remains too large
AI news
Anthropic Research: LLMs Can Be Backdoored with Just 250 Malicious Samples Anthropic’s Alignment Science team has published a groundbreaking study revealing a critical vulnerability in large language models (LLMs) — they can be successfully attacked with as few as 250 malicious training samples. --- Key Findings * Poisoning during training can
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# AI-Driven Words of the Year: How Tech Is Shaping Our Language In recent years, **AI-related neologisms** have surged in popularity—appearing in the "Word of the Year" selections from leading dictionaries. The latest example is the **2025 Collins Dictionary choice**: **"vibe coding"**, arguably the hottest AI
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# **November 15, 2025 — Shandong**  ## **Depth Anything 3** Launches > *"Now, all you need is a simple Transformer trained with deep ray representation."* A new research breakthrough demonstrates that **most current 3D vision studies are over-engineered**. This
Production AI
AWS DynamoDB Outage — Analysis and Lessons Learned On October 19–20, AWS suffered a major outage in its most popular region, Northern Virginia (US-EAST-1). The disruption arose from an Amazon DynamoDB failure that cascaded to multiple AWS services. The incident report published by AWS (full analysis) has prompted renewed debates
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AI’s Quiet Takeover of the Billboard Charts In a corner of the music industry, something surprising has been happening — Billboard has repeatedly welcomed new artists who seem to appear out of nowhere, climb fast, and hit number one. Recently, one case caught public attention. And yes — AI is involved.
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🔍 Highlights of This Issue Key topics covered: * JavaScript Engines Zoo — Features and history of 100+ JS engines * Snapchat’s open-source Valdi — A cross-platform native UI framework * Node.js 2025 performance trends — Detailed analysis * Recent V8 GC changes — Deep technical insight --- 🔥 This Week’s Hot Topics JavaScript Engines Zoo: One
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The AGI Path Converges on the Battlefield of World Models The race toward Artificial General Intelligence (AGI) is increasingly being fought in the domain of world models — AI systems that simulate environments. Recently: * Fei-Fei Li unveiled her first commercial world model, Marble. * Almost simultaneously, Yann LeCun left Meta to start
AI Playbooks
# Understanding Dependency Injection in FastAPI Several languages and frameworks rely heavily on **dependency injection** — no pun intended. Go, Angular, NestJS, and Python's **FastAPI** all use it as a core architectural pattern. If you've worked with FastAPI, you've likely encountered dependencies in action. Maybe you’
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AI & Open-Source Project Highlights --- !image langchain-ai/langchainjs ⭐ Stars: 16.1k 📜 License: MIT LangChainJS is an open-source framework for building context-aware reasoning applications based on language models. Key Features * Multi-environment support: Node.js, browsers, Cloudflare Workers, Vercel/Next.js, and more * Modular components with third-party integrations for flexible model
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Following AI Agents — 2025-11-15 · Shandong --- AI can understand not only natural laws but also social laws; not only optimize algorithms, but also reveal human nature. > The market is not a machine, but a crowd; not a formula, but a story. TwinMarket teaches AI to tell these stories. ---