#Fast Mode
3545 related articles
Tech Frontiers·2 min
Anthropic's Five-Point Cybersecurity Action Plan: How AI Defenders Can Outpace Attackers
Anthropic releases a five-point AI cybersecurity action plan, advocating responsible acceleration of arming defenders rather than restricting AI use. Analysis of its strategy, the offense-defense asymmetry, and industry impact.
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Industry Insights·1 min
Recursive Self-Improvement: The Flywheel Effect of AI Giants and the Acceleration of Industry Oligopoly
Recursive self-improvement is reshaping AI competition. Leading labs form talent siphoning flywheels through AI-assisted R&D, rapidly closing the entry window for competitors.
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Deep Dives·2 min
How Fast Is 10 Tokens Per Second from an LLM? An Open-Source Tool for Visualizing Token Generation Speed
An open-source tool lets you visualize LLM token generation speeds from 5-800 TPS, helping developers make rational choices about model selection and inference optimization.
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Industry Insights·2 min
AI Practical Guide for SMBs: 5 Types of Technical Applications Small Businesses Are Building
In-depth analysis of SMB AI adoption: automated workflows, vertical AI apps, internal tools, with practical tips and open-source recommendations for low-cost digital transformation.
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Product Reviews·2 min
LightningRAG: A Full-Stack RAG Framework in Go, Built with Vue + Gin for High-Performance Retrieval-Augmented Generation
LightningRAG is an open-source full-stack RAG framework built with Vue and Gin, supporting knowledge base management, vector search, and multi-model integration. A deep dive into its architecture and comparison with LangChain and Dify.
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Tech Frontiers·2 min
Character.AI Returns to the App Store: Inside the 4-Month Review Standoff with Apple
Character.AI resolved its 4-month App Store review standoff with Apple and resumed app updates. A look at the dispute, AI content safety challenges, and compliance implications for the industry.
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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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Product Reviews·1 min
Claude 4 Hands-On Review: In-Depth Comparison of Opus 4 and Sonnet 4
First hands-on review of Claude 4 series: multi-dimensional comparison of Opus 4 and Sonnet 4 across coding, document analysis, reasoning, and AI Agents, with benchmarks against GPT-4o and Gemini 2.5 Pro.
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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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Product Reviews·2 min
OpenAI Codex App In-Depth Review: 38 Open-Source Skills Explained with Hands-On Experience
In-depth review of OpenAI Codex App: 38 open-source Skills breakdown, Plan Mode, automation workflows, and hands-on demos including game dev and PDF generation.
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Product Reviews·1 min
GPT-5.4 In-Depth Review: A Quantum Leap in Coding Ability, But One Flaw Is a Dealbreaker
GPT-5.4 hands-on review: Codex coding excels, tool calling efficiency jumps, computer use surpasses humans. But info leakage seriously hurts usability. Pricing, multimodal OCR, Agent capabilities & real coding examples.
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Product Reviews·3 min
OpenAI Codex App In-Depth Review: How This AI Programming Assistant Is Reshaping the Development Workflow
In-depth review of OpenAI Codex App: natural language app building, multi-task parallel development, voice interaction, and intelligent Code Review reshaping the development workflow.
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Product Reviews·1 min
AI Live-Action Short Drama Production in Practice: How Cdance 2.0 Is Disrupting Traditional Production Workflows
Deep analysis of the latest AI live-action short drama production techniques, comparing traditional workflows with Cdance 2.0's efficiency gains in character consistency, auto-dubbing, and stability.
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Tutorials·1 min
RAGFlow Local Deployment Guide: Complete Tutorial for Building an Enterprise-Grade RAG Knowledge Base with Docker
Complete RAGFlow local deployment guide covering RAG principles, Docker setup, Ollama LLM integration, knowledge base creation, and chat testing. Build an enterprise-grade private knowledge base Q&A system from scratch.
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Product Reviews·3 min
Xiaomi MiMo V2.5 Pro In-Depth Review: Comprehensive Testing of Code, 3D, and SVG Generation Capabilities
In-depth review of Xiaomi's MiMo V2.5 Pro open-source LLM: 1.2T parameter MoE architecture tested on macOS clone, frontend UI, Three.js 3D scenes, and SVG generation tasks.
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Tutorials·2 min
5 Fatal AI Agent Failure Modes: A Practical Guide to Safe Architecture Design
Deep dive into 5 fatal AI Agent failure modes: infinite loops, tool hallucination, context explosion, error cascades, and permission escalation — with practical safety architecture solutions.
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Deep Dives·1 min
Harness Engineering Explained: Core Methodology and Implementation Guide for Industrializing AI Agents
Deep dive into Harness Engineering methodology: Agent=Model+Harness formula, the Prompt→Context→Harness evolution path, and a developer implementation guide.
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Tech Frontiers·3 min
GPT-5.6 Exposed: Codex Logs Reveal Internal Testing, Anthropic Enterprise Adoption Surpasses OpenAI for the First Time
GPT-5.6 spotted in OpenAI's internal Codex logs as first checkpoints enter testing. Anthropic enterprise adoption hits 34.4%, surpassing OpenAI's 32.3%. Claude Code limits rise 50%.
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Tutorials·3 min
Getting Started with J Language Module System: Differences Between import and load, Plus Multi-File Project Practice
Learn J language's module system: differences between import and load, main function definition, type-safe print with unified % placeholder, constant binding syntax, and custom import paths for multi-file projects.
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Tutorials·4 min
Save Windsurf Credits: MCP Plugin Extends Each Conversation by 5–6 Extra Interactions
How to save Windsurf credits using an MCP plugin that extends each conversation by 5–6 interactions. Covers setup, core principles, ban risks, and security tips.
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