AI Concepts Articles
Browse 1174 articles about AI Concepts.
Why US Export Controls on GPUs Accidentally Made DeepSeek V4 Cheaper Than Any American Model
Banned from top Nvidia GPUs, DeepSeek had to find compute-efficient training methods. The result: a model 3x cheaper than GPT-5.5 to serve.
What Is an Agent Harness? The Architecture Behind Claude Code, Codex, and Cursor
An agent harness turns a language model into an autonomous agent. Learn the 9 core components every modern harness needs and how they work together.
What Is Claude Design? Anthropic's AI-Powered Design Tool for Websites, Slides, and Videos
Claude Design lets you build branded websites, pitch decks, and launch videos using natural language. Here's what it does and how to get started.
Former Government AI Analyst: White House Mythos Block Is 'Building a Dam Against a Tsunami'
AI policy analyst Dean Abal says Mythos-level capabilities will diffuse to adversaries in 6-18 months regardless. Here's the case for arming defenders first.
xAI's Grok Roadmap: 7 Models in Training Now, Grok 5 at 10 Trillion Parameters — Full Timeline
Grok 4.4 arrives in weeks at 1T parameters. Grok 5 targets 10T. xAI is training 7 models simultaneously on Colossus 2. Here's the full release timeline.
AI Agent Evaluation: How to Build Custom Benchmarks That Actually Test Intelligence
Public benchmarks are often contaminated by training data. Learn how to build custom AI agent benchmarks using simulation environments and iterative testing.
AI Agent Frameworks Compared: BMAD, GSD, Hermes, and Building Your Own
BMAD, GSD, and Hermes are popular AI coding frameworks—but most are overengineered. Here's how to evaluate them and when to build your own instead.
Claude Code Skills vs Hooks: What's the Difference and When to Use Each
Claude Code skills and hooks both automate workflows, but they work differently. Learn when to use each to build reliable, efficient AI agent systems.
GPT 5.5 for Agentic Workflows: Speed, Cost, and Real-World Performance
GPT 5.5 is 2-3x faster than GPT 5.4 but costs twice as much. Here's how it performs on agentic coding, research, and long-context tasks in practice.
Open Source AI vs Closed Source: Why the Business Model Matters for Your Stack
The US open-source AI business model is broken while China dominates. Here's what it means for enterprises choosing between open and closed AI models.
What Is the OpenAI AI Smartphone? Everything We Know About the Jony Ive Device
OpenAI is building a screenless AI device with Jony Ive. Here's what the rumors, supply chain reports, and strategic logic tell us about what's coming.
How to Optimize MCP Server Token Usage: Code Execution, Tool Search, and TOON
MCP servers can burn 50% of your context window before a single message. Learn 10 techniques—including code execution and TOON—to cut usage by up to 98%.
What Is Claude Design? Anthropic's AI-Powered Visual Design Tool Explained
Claude Design is Anthropic's new tool for building websites, slide decks, and prototypes using natural language. Here's what it can do and who it's for.
What Is Claude Managed Agents? Anthropic's Infrastructure Layer for AI Teams
Claude Managed Agents lets teams run long-running AI agents without building infrastructure. Here's what it is, how it works, and who should use it.
Claude Code Skills vs Slash Commands: What's the Difference and When to Use Each
Claude Code skills and slash commands both automate repetitive tasks, but they work differently. Learn which to use and how to build both effectively.
GPT 5.5 for Agentic Coding: What Changed and How to Use It
GPT 5.5 is 2-3x faster than its predecessor and built for long-horizon coding tasks. Here's what's new and how to get the most out of it in Codex.
How to Reduce Token Usage in AI Agents: 10 MCP Optimization Techniques
MCP servers can burn through your context window fast. These 10 techniques—from code execution to TOON encoding—can cut token usage by up to 98%.
What Is Context Rot in AI Agents? How to Prevent It
Context rot degrades AI agent performance as your conversation grows. Learn what causes it and how to use compacting, clearing, and memory systems to fix it.
What Is GPT 5.5? OpenAI's Agentic Model for Real Work Explained
GPT 5.5 is OpenAI's new model built for complex, multi-step agentic tasks. Learn what makes it different from previous models and when to use it.
What Is GPT Image 2? OpenAI's Most Capable Image Generator Explained
GPT Image 2 brings near-perfect text rendering, face retention, multi-format output, and thinking mode to AI image generation. Here's what it can do.