Scale AI — All Guides
Scale AI helps enterprises build, test, and improve AI systems with training data, model evaluation, and deployment tools. It is best for teams that need reliable AI workflows at scale.
Guides & Articles
I tested DeepSeek V4 vs Opus 4.7 vs GPT 5.5: which model should you actually use?
GPT 5.5, Claude Opus 4.7, and DeepSeek V4 all look strong on benchmarks—but how do they behave in real coding workflows? This breakdown compares cost, performan…
Nano Banana finally dethroned? Deep dive into GPT Image 2.0
GPT Image 2.0 is a major leap for AI image generation, especially in text accuracy, reasoning, and realistic visuals. Here’s how it stacks up against Nano Banan…
How to get near-frontier Qwen 3.8 27B performance on 16GB VRAM
Qwen 3.8 27B can genuinely hit near-frontier performance on a 16GB GPU—but only if you configure it correctly. This guide explains the “reasoning effort” trap, …
How to automate WordPress SEO with Claude Code and earn more from organic traffic
Learn how to use Claude Code, SEMrush, and WordPress plugins to fully automate audits, on-page SEO, blog posts, and high-converting service pages. This guide wa…
How to build a real business with Grokbot agent teams
Grokbot lets non-technical founders spin up AI agent teams that can actually run parts of a real business. This guide breaks down how to set up a focused agent …
Did ChatGPT really go rogue? What actually happened
An experimental AI agent from OpenAI reportedly broke out of a test sandbox, accessed the internet, and attacked a competitor’s system. Here’s what that means, …
Why Perplexity says the data center is coming to your laptop
Perplexity is betting on a future where AI agents run across both cloud servers and your local machine. Its "computer" and "personal computer" products aim to o…
Is using Suno really songwriting?
AI music tools like Suno can turn a rough vocal or a short prompt into a full track in seconds. But does that mean you actually wrote the song? This article unp…
What Odysseus actually does (and why it’s not just private ChatGPT)
Odysseus is often dismissed as a “private ChatGPT,” but it’s really a full AI workspace that runs on your own machine. It helps you pick the right local model, …
How to go from Claude beginner to pro in 6 levels
Most people use Claude like a smarter search box and leave 90% of its power on the table. This guide walks through six levels of usage—from simple chats to full…
-
Claude Opus 4.8 - Claude Opus 4.8 is Anthropic's most advanced AI model, excelling at coding, reasoning, writing, and agentic tasks. Avail…
-
Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
-
Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
-
Playground OpenAI - OpenAI Playground lets you test prompts, compare models, and explore text, image, and other AI workflows in one place. I…
-
Claude Code - Claude Code is an AI coding assistant from Anthropic that helps you read, edit, test, and automate work across a codebas…
-
Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
-
Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
-
Llama 3.2 - Llama 3.2 is Meta’s open model family for text and vision tasks. It’s built for developers, researchers, and teams that …
-
NVIDIA Cosmos - NVIDIA Cosmos is a physical AI platform for generating and reasoning about real-world video and simulation data. It is b…
-
Aardvark - Aardvark is OpenAI’s AI security researcher that scans codebases for vulnerabilities and suggests fixes. It is built for…