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9902 related articles
·3 min
The Essential Difference Between Agent Skills and MCP: Process Layer vs. Capability Layer
Deep dive into the essential difference between Skill and MCP in AI Agent development. Skill handles the process layer for codifying workflows; MCP handles the capability layer for connecting external systems.
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·3 min
AI Skills System: A Practical Guide to On-Demand Capability Loading for Agents
Deep dive into the AI Skills system architecture and execution flow, covering Skill.md dual-layer design, skill scanning and matching, on-demand loading, and practical integration methods.
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·3 min
Sakana AI Enters Defense Intelligence: Partnering with Japanese Think Tank DEEP DIVE to Advance AI-Powered Intelligence Analysis
Sakana AI partners with Japanese think tank DEEP DIVE to apply AI to defense intelligence analysis, combining OSINT data with AI capabilities to overcome human analysis bottlenecks.
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·1 min
Lucid Motors' New CEO Cuts 18% of Workforce Immediately, Reduces Production Capacity Amid Demand Challenges
Lucid Motors' new CEO announces 18% layoffs and eliminates one Arizona factory shift to streamline operations amid weak demand. Analysis of causes, EV industry trends, and Lucid's outlook.
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·3 min
1FlowBase in Practice: Adding Vision Tools to DeepSeek V4 for Multimodal Capabilities
Learn how to use 1FlowBase to mount MIMO 2.5 as a vision tool on DeepSeek V4, creating a Fusion multimodal endpoint with step-by-step orchestration guide.
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·3 min
AI Programming: Can You Really Build Apps Without Coding? An In-Depth Analysis of Real Capabilities and Monetization Paths
Can AI programming tools really let non-coders build and monetize apps? This article analyzes AI coding's true capabilities, viable monetization paths, and common misconceptions.
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·3 min
GPT-5.6 Pro Hands-On Review: In-Depth Evaluation of Game Development, 3D Modeling, and SVG Design Capabilities
Comprehensive hands-on review of GPT-5.6 Pro covering SVG vector design, 3D modeling, game generation, and image-to-web conversion. Detailed analysis of breakthroughs in spatial understanding, code reasoning, and One-Shot generation.
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GPT-5.5 Instant's Medical Q&A Capabili…
·2 min
GPT-5.5 Instant's Medical Q&A Capabilities Now Match Frontier Reasoning Models
OpenAI announces GPT-5.5 Instant matches frontier Thinking models in health Q&A, with major improvements in emergency recognition, follow-up questioning, uncertainty expression, and plain-language explanations — free for all users.
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·2 min
Japan's Ride-Hailing Platform Go Completes ¥88.6 Billion IPO, Betting on Robotaxis to Tackle Driver Shortage
Japan's ride-hailing app Go completed the country's largest IPO this year, raising ¥88.6 billion. Facing a severe driver shortage, Go is investing in Robotaxis and industry M&A to reshape Japan's mobility future.
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·3 min
OpenAI Codex Deep Dive: Core Capabilities and Engineering Design Philosophy
Deep dive into OpenAI Codex's core capabilities and engineering design philosophy, covering multi-task parallelism, code review, Agent Loop, Spec-Driven Development (SDD), and context engineering.
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·3 min
OpenAI's Head of Evaluations: Never Underestimate a Model's Capabilities
OpenAI's Frontier Evaluations lead Tejal Patwardhan shares insights on O1's jailbreak breakthrough, wet lab experiments beating human baselines, and building the AGI Index—revealing AI capabilities evolving faster than imagined.
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·3 min
Codex Capabilities Explained: From Code Writing and Browser Automation to Controlling Your Computer and Phone
Deep dive into OpenAI Codex desktop's three core capabilities: AI coding & debugging, browser automation, and computer/iPhone control. Includes ChatGPT comparison and membership tips.
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·2 min
Anthropic's Latest Research: AI Recursive Self-Improvement Is Rapidly Approaching Human-Level Capability
Anthropic's new research reveals AI recursive self-improvement progress: Claude writes 80%+ of code, achieves 52x training speedup, and outperforms humans at 64% of research decision points.
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·3 min
AI Now Writes Over 80% of Code: What Doubling Capability Every 4 Months Really Means
Anthropic reveals Claude now writes over 80% of its code, with AI capability doubling every four months. Three real cases show the speed of AI's rise and the shrinking window for human adaptation.
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·2 min
Perplexity Computer Integrates Deep Research as a Native Skill: A New Paradigm for AI Agent Capability Fusion
Perplexity integrates Deep Research as a native skill in Computer, enabling automatic invocation without manual mode switching. Analyzing the Agent Harness design philosophy and AI capability fusion trends.
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·2 min
Claude 4.6 vs GPT-5.1 vs DeepSeek-R1: A Hands-On Comparison of Coding Capabilities
In-depth comparison of Claude Sonnet 4.6, GPT-5.1 Codex, and DeepSeek-R1 across API pricing, specs, and SWE-Bench Verified scores to help developers pick the best AI coding assistant.
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·4 min
AI Engineer Job Search: The Capability Leap from Demo to Production System
AI job demand is surging but companies can't find qualified candidates. Learn the 3 core skills—advanced RAG, local model deployment, and full-stack monitoring—to leap from demo builder to production engineer.
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·2 min
Hermes Agent Local Deployment Guide: An AI Assistant Framework with Built-in Coding Capabilities and Self-Evolution
A detailed guide to deploying Hermes Agent locally, covering built-in Cloud Code capabilities, self-evolving Skill generation, low token usage, multi-platform support, and WeChat remote control.
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·3 min
OpenAI Codex Deep Dive: Core Capabilities and Engineering Best Practices Guide
Deep dive into OpenAI Codex's core capabilities including multi-task parallelism, Agent Loop mechanism, and Specification-Driven Development (SDD), with learning resources and advanced paths for mastering AI programming workflows.
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·1 min
Gemini 3.5 Flash Generates a Classic Paint App in One Shot — Canvas Capabilities Impress
Google's Gemini 3.5 Flash generates a classic paint app in one shot on Canvas, faithfully recreating the early 2000s PC drawing experience with a single prompt.
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