#computing infrastructure
12 related articles
·2 min
Why Has Japan's Software Industry Fallen Behind? Structural Challenges and Paths Forward in the AI Era
Deep analysis of structural reasons behind Japan's software industry lag, examining how lifetime employment, multi-layer outsourcing amplify disadvantages in the AI era, and paths forward.
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Industry Insights·3 min
China's Internet Giants Collectively Expand AI Capital Expenditure: Six Key Beneficiary Sectors in the Computing Infrastructure Supply Chain
China's internet giants collectively increase AI CapEx as computing infrastructure shifts from expectations to delivery. Analysis of six key beneficiary sectors including AI data centers, chips, and storage.
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Product Reviews·3 min
Mavis Hands-On Review: Multi-Agent Collaboration vs. Single Agent — A Comprehensive Comparison in Academic Research and Web Development
In-depth review of Mavis multi-agent platform across academic retrieval, literature review, and web development. Multi-agent mode significantly outperforms single agents in accuracy and reliability.
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Product Reviews
The AI Website Building Era: Do Busine…
·3 min
The AI Website Building Era: Do Businesses Still Need Technical Teams?
AI website builders let businesses launch sites without technical teams, but complex needs still require professional development. This article analyzes use cases, limitations, and decision-making advice.
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Industry Insights
The Cnblogs Account Ban Incident: Why …
·3 min
The Cnblogs Account Ban Incident: Why a Legacy Tech Community Is Losing Its Creators
A veteran Cnblogs blogger was banned for 15 days over an AI programming tutorial. This article examines the incident, the platform's declining quality, and the survival crisis facing legacy tech communities.
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Industry Insights·2 min
Sam Altman's Three AGI Visions: From Scientific Breakthroughs to Personal AI Assistants
Sam Altman shares OpenAI's three strategic directions: AGI accelerating research, partnering with YC to empower startups, and building personal AGI assistants. A deep analysis of OpenAI's complete AGI deployment path.
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Industry Insights·2 min
SGLang Enters Finance: How AI Inference Infrastructure Is Reshaping Wall Street
SGLang co-hosts a finance AI inference event with Crusoe AI and Cloudflare, exploring LLM inference deployment in trading, risk management, and compliance — signaling Wall Street's shift to production-grade AI infrastructure.
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Expert Opinions
Anthropic Co-founder's Vatican Speech:…
·3 min
Anthropic Co-founder's Vatican Speech: Emotion-Like Signals Found Inside AI, Governance Can't Be Left to Tech Alone
Anthropic's co-founder delivered a landmark Vatican speech, admitting AI companies face structural conflicts of interest, revealing emotion-like signals found inside AI models, and calling for society-wide participation in AI governance.
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Industry Insights·2 min
The EU AI Fund Controversy: Why GPU Subsidies Fail to Reach Real Entrepreneurs
The EU AI Fund aims to provide GPU compute for startups, but entrepreneurs question resource allocation citing cronyism. Analysis of EU AI subsidy challenges vs. US market-driven models.
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Tutorials
Three Ways to Deploy Codex: Subscripti…
·3 min
Three Ways to Deploy Codex: Subscription, API Relay, and Free Alternatives Explained
Three ways to deploy OpenAI Codex: ChatGPT Plus subscription, API relay pay-as-you-go, and Kimi Code CLI as a budget alternative. Covers setup, pricing, and comparison for developers.
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Tech Frontiers·3 min
Google Introduces AI Assistant in Job Interviews, OpenAI Launches Cybersecurity-Specific Model GPT-5.5 Cyber
Google introduces Gemini AI assistant in hiring to assess AI proficiency, OpenAI launches GPT-5.5 Cyber for critical infrastructure defense, Anthropic nears trillion-dollar valuation, Mozilla fixes 271 Firefox bugs with AI in two months.
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Deep Dives·4 min
From Copilot to Agentic AI: A Complete Guide to Multi-Agent Collaboration Architectures
Deep dive into AI's four-stage evolution from Chat to Agentic AI, covering multi-Agent architectures, ReAct framework, and MCP protocol for developers.
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