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
How a fake 'world’s best AI model' exposed the problem with benchmarks
A small open-source model was fine-tuned to ace major AI benchmarks and then wrapped in a fake lab and research paper, briefly fooling parts of the AI community…
How to build a complete AI-powered client portal with Emergent (no code)
Learn how to use Emergent, an AI agent-based no-code platform, to build a full client portal with logins, projects, invoices, and support tickets—then deploy it…
7 Hermes Desktop hacks that turn your AI into a real assistant
Hermes Desktop can be much more than a chat window. These seven practical hacks show you how to turn it into a command center with interviews, reusable skills, …
Plan your finances step by step with an AI-powered money planner
Most people earn well but still feel lost with their money. This guide walks you through an AI-powered personal finance planner that analyzes your full financia…
How to start a 1-person AI business with Claude in 30 days
Learn how to turn Claude Code, Claude Design, and Claude Co-work into your AI-powered team so you can research an idea, build an MVP, market it, and close high-…
How to outline a Q1-level research paper with AI in 10 minutes
You don’t need months to structure a solid research paper. Here’s a simple, step-by-step way to use tools like Gemini, ChatGPT, or Claude to build a detailed ou…
How to run a portable, uncensored AI image generator on any PC
Learn how to set up a fully portable AI image generator that runs locally from a USB drive or SSD on Windows, Linux, and macOS. No internet, no filters, and sup…
How to use AI to translate and write calm responses to toxic emails
Toxic emails can drain your time, energy, and reputation if you react on impulse. This guide walks through a simple three-question framework to “translate” high…
Stop paying: 3 free AI video generators that actually work
Tired of overpaying for AI video tools or getting stuck with low‑quality results? This guide walks you through three genuinely useful free AI video generators—S…
How to turn VS Code into an all-in-one AI workspace with Claude
You don’t need a clunky desktop chatbot to run your work with AI. Here’s how to turn VS Code into a fast, flexible AI command center using Claude, plus a simple…
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Claude Opus 4.8 - Claude Opus 4.8 is Anthropic's most advanced AI model, excelling at coding, reasoning, writing, and agentic tasks. Avail…
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Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
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Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
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Playground OpenAI - OpenAI Playground lets you test prompts, compare models, and explore text, image, and other AI workflows in one place. I…
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Claude Code - Claude Code is an AI coding assistant from Anthropic that helps you read, edit, test, and automate work across a codebas…
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Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
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Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
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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 …
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NVIDIA Cosmos - NVIDIA Cosmos is a physical AI platform for generating and reasoning about real-world video and simulation data. It is b…
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Aardvark - Aardvark is OpenAI’s AI security researcher that scans codebases for vulnerabilities and suggests fixes. It is built for…