AI Concepts Articles
Browse 1363 articles about AI Concepts.
What Is the Conway Extension Format? How Anthropic's Proprietary Layer Sits on Top of MCP
Conway's .cnw.zip extension format creates a proprietary ecosystem on top of the open MCP standard—similar to how Google Play Services sits on top of Android.
What Is Gemma 4? Google's First Apache 2.0 Multimodal Model With Audio, Vision, and Function Calling
Gemma 4 is Google's open-weight model family with Apache 2.0 licensing, native audio and vision, built-in function calling, and 128K–256K context windows.
How Stripe Ships 1,300 AI PRs a Week: Harness Engineering
Stripe ships 1,300 AI-generated PRs every week, powered by harness engineering — the discipline beyond prompt and context for multi-agent orchestration.
What Is the OpenAI Unified AI Super App? How ChatGPT, Codex, and Browsing Are Merging
OpenAI is building a unified AI super app that combines ChatGPT, Codex, and browsing into one agent-first experience. Here's what that means for users.
What Is Perplexity Computer for Taxes? How AI Handles Federal Tax Returns and IRS Forms
Perplexity Computer's tax module can draft federal income tax returns on official IRS forms, review professionally prepared returns, and build tax dashboards.
What Is Qwen 3.6 Plus? Alibaba's 1M Token Agentic Coding Model With Real-World Agent Design
Qwen 3.6 Plus is Alibaba's frontier-level model built for real-world agents with a 1M token context window, multimodal vision, and strong coding benchmarks.
What Is Recraft V4? The AI Image Model Built for Professional Brand Assets
Recraft V4 introduces two model tiers—photorealistic and native SVG vector—designed for brand visuals, logos, packaging, and agency-quality design work.
What Is the Compounding Knowledge Loop in Claude Code? How Your Agent Gets Smarter Over Time
Claude Code's session hooks capture learnings automatically, building a wiki that improves agent answers over time. Here's how the compounding loop works.
What Is the Gemma 4 Mixture of Experts Architecture? How 26B Parameters Run Like 4B
Gemma 4's MoE model activates only 3.8B of 26B parameters at a time using 128 tiny experts. Learn how this delivers 27B-class intelligence at 4B compute cost.
Is Google Flow Free? Pricing, Credits, and Tiers Explained
Google Flow's free tier is a trial: a few credits and Veo 2 only. Pro is $19.99 and Ultra $249.99. Here's what each tier really gets you.
Intelligence Arbitrage vs Labor Arbitrage: How AI Is Rewriting the Economics of Knowledge Work
AI shifts value from person-hours to outcomes. Learn how intelligence arbitrage replaces labor arbitrage and what it means for your career and business model.
What Is Andrej Karpathy's LLM Knowledge Base? The Compiler Analogy for AI Memory
Karpathy's LLM knowledge base treats raw articles as source code and a wiki as the compiled executable. Learn the architecture and how to build your own.
What Is Gemma 4? Google's First Apache 2.0 Multimodal Reasoning Model
Gemma 4 ships under an Apache 2.0 license with native audio, vision, function calling, and reasoning. Here's what makes it a breakthrough for open-weight AI.
What Is Agent Identity Infrastructure? Why Email Is a Shim and What Comes Next
Agent Mail raised $6M to give AI agents email addresses as identity. But email was built for humans. Here's what agent-native identity actually requires.
What Is the Agent Infrastructure Stack? The Six Layers Every AI Builder Needs to Understand
From compute sandboxes to orchestration, here are the six infrastructure layers powering AI agents and why each one matters for your deployments.
What Is Agent Memory Infrastructure? How Mem0 Beats OpenAI's Built-In Memory by 26%
Mem0 uses a hybrid graph, vector, and key-value store to outperform OpenAI's memory on accuracy, latency, and token usage. Here's how it works.
What Is Agent Orchestration? Why It's the Biggest Unsolved Problem in the AI Stack
Scheduling, lifecycle management, supervision hierarchies, and FinOps for agents don't exist yet as managed infrastructure. Here's what's missing.
What Is Agent Sprawl? The Microservices Problem Coming for AI Teams in 2026
Just like microservices sprawl hit engineering teams in 2018, agent sprawl is coming. Here's how to invest in orchestration before it becomes a crisis.
ARC AGI 2 vs Pencil Puzzle Bench: The Benchmarks That Expose AI Capability Gaps
These two benchmarks test reasoning you can't fake with training data. See how GPT-5.2, Claude, Gemini, and Chinese models actually compare.
What Is Benchmark Gaming in AI? Why Self-Reported Scores Are Often Inflated
Kimi K2 reported 50% on HLE but independent testing found 29.4%. Learn how benchmark gaming works and how to evaluate AI models honestly.