#closed source AI
2367 related articles
Deep Dives·2 min
The Rise of AI Operating Systems: How Large Models Are Evolving from Tools to OS
AI is evolving from a single tool into a complete operating system. This article analyzes AI OS core architecture, MCP/A2A protocol standardization, and how Agents are becoming the next OS paradigm.
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Tutorials·2 min
Claude Code Installation & Setup Guide: Comparison with Cursor/TRAE and Solutions for Users in China
Complete guide to installing Claude Code with system requirements and setup for users in China. Compare with Cursor and TRAE, learn IDE integration, and configure third-party models like DeepSeek.
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Tutorials·3 min
Codex Desktop Tutorial: Complete Breakdown from Installation to Interface Features
Complete breakdown of OpenAI Codex Desktop: installation, three-panel interface, plugin system, automation features, and more to help beginners master this all-in-one AI desktop assistant.
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Tech Frontiers·2 min
Anthropic Pays $1.25 Billion Per Month to Rent xAI's Compute — The Staggering Deal Behind the AI Race
SpaceX S-1 reveals Anthropic signed a $1.25B/month compute lease with xAI for COLOSSUS clusters through 2029, totaling ~$45B. Competitor collaboration exposes AI's extreme compute scarcity.
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Tutorials·2 min
Local AI Comic Drama Production with ComfyUI: Complete Workflow from Images to Final Cut
Complete guide to local AI comic drama production with ComfyUI, covering KLEIN image editing, LTX first-last frame video generation, and QWEN TTS voice synthesis on a 4060Ti GPU.
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Tech Frontiers·1 min
Qwen3.6 35B Open-Source Model Approaches Claude in Tests, xAI Voice Cloning API Officially Launches
Alibaba open-sources Qwen3.6 35B with 256-expert MoE architecture needing only 3B active params, scoring 73.4% on SWE-Bench near Claude Opus. xAI launches Voice Cloning API supporting 28 languages.
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Tech Frontiers·1 min
Wukong 2.2P Open Source: 35B MOE Model Outperforms Qwen3.6-27B at 3–5x the Speed
Wukong 2.2P 35B MOE model is now open source. Using adversarial hybrid distillation, it outperforms Qwen3.6-27B. Runs at 158 tokens/s on RTX 4090 with only 8.9GB VRAM. Supports 256K context.
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Deep Dives·1 min
Qwen3.5 Deep Dive: Hybrid Attention Architecture Achieves 19x Speedup for Long Context
Deep analysis of Alibaba's open-source Qwen3.5 hybrid attention architecture, how Gated Delta Net achieves 19x speedup at 256K context, and multimodal results surpassing Gemini 3 Pro and GPT-5.2.
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Industry Insights·2 min
The Truth About Data Center Water Usage: Real Data from Abilene, a Small West Texas City
How much water do data centers really use? Real data from Abilene, TX shows annual data center water usage is less than one day of local residential use. A rational analysis of AI data centers' true environmental costs.
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Product Reviews·2 min
Spending $300/Month on 4 AI Tools — An Honest Experience Report
In-depth review of 4 AI subscriptions totaling ~$300/month: GitHub Copilot Pro Plus, Perplexity Max, Grok, and Gemini covering coding, search, analysis, and knowledge management.
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Expert Opinions·2 min
The AI Power Struggle: Should Superintelligence Be Monopolized or Decentralized for All?
Control of AI superintelligence is becoming a defining issue of our time. This article analyzes centralization risks, the open-source movement, and a balanced third path for AI governance.
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Tech Frontiers·2 min
OpenAI Responds to Musk's Lawsuit: Truth Is on Our Side, Ready for Sworn Testimony in Court
OpenAI fires back at Musk's lawsuit, calling it a jealousy-driven competitive move, demanding he testify under oath before a California jury. This legal battle over AGI mission and nonprofit transformation will reshape AI industry competition and governance.
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Industry Insights·1 min
Stargate Lands in Abilene: How a Data Center Boosted a Small City's Tax Revenue by 37%
OpenAI's Stargate mega data center in Abilene, Texas drove a 37% sales tax surge and will expand the city's tax base by one-third, proving AI infrastructure can revitalize local economies.
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Industry Insights·2 min
ChatGPT's Female Users Exceed 50%: How AI Is Integrating Into Women's Work and Lives
OpenAI data shows ChatGPT's female users exceed 50%, breaking stereotypes that AI is a geek's toy. Explore how women use ChatGPT for business, parenting, and daily life, plus trends in AI democratization.
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Tutorials·2 min
3 Must-Have DeepSeek Skills Collection Sites to Double Your Productivity
3 top DeepSeek V4 Pro Skills collection sites: a 1.46M open-source repo, a curated quality store, and a popularity leaderboard to help you find reliable AI plugins fast.
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Tech Frontiers·2 min
Replit's Free Mobile App Conversion Feature: Import Your Project, Get a Native App
Replit launches free mobile app conversion for imported Web projects. Analysis of core value proposition, competitive strategy, and key considerations for users.
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Deep Dives·2 min
How to Add Deep Research Skills to AI Agent Frameworks: NVIDIA's Skill-Based Architecture Explained
Explore NVIDIA's Deep Research Skill approach for embedding deep research capabilities as skill modules into AI Agent frameworks like Claude Code and LangChain, enabling goal decomposition, multi-source retrieval, and knowledge synthesis.
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Tech Frontiers·3 min
Google I/O 2026 Deep Dive: The Ambitions and Concerns Behind Gemini Spark and Antigravity
Deep analysis of Google I/O 2026's two core releases: AI agent Gemini Spark with deep Google ecosystem integration, and Antigravity's shift from open to closed source. Covers Prompt Injection risks and AI Agent trends.
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Deep Dives·2 min
GPT-5.3 Codex Deep Dive: From Coding Tool to Digital Colleague
A deep dive into OpenAI's GPT-5.3 Codex agentic coding model — from SWE-Bench Pro to OS World benchmarks — exploring how AI evolves from tool to digital colleague.
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Tutorials·2 min
Codex from Scratch: Tool Selection Logic & Complete Login Guide for Chinese Users
How to choose AI programming tools? What's the difference between Codex and Cloud Code? This guide covers tool selection logic, Codex's 4 core capabilities, and 2 login paths for users in China.
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