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 to build self-improving Claude Code skills using Karpathy’s system
Most Claude Code skills are just static markdown files that forget everything. This guide shows how to turn them into “super skills” that remember, connect to l…
23 advanced ChatGPT use cases that feel like cheating at life
Most people use only a tiny fraction of what ChatGPT can actually do. This guide walks through 23 powerful, practical ways to turn ChatGPT into your second brai…
How to turn Claude Opus 4.7 into a high-demand digital product machine
Claude Opus 4.7 and Claude Code make it possible to build interactive mini web apps—like social media dashboards—in under an hour, without writing code. Here’s …
Why everyone is suddenly rethinking Google search
After two decades of dominance, Google’s grip on search is finally starting to loosen. AI-powered answer engines like Perplexity, ChatGPT search, Kagi, and Brav…
Anthropic’s Mythos 1 is coming: why this model could rewrite cybersecurity
Anthropic’s Mythos 1 model is quietly moving from restricted research tool to real-world product, after uncovering tens of thousands of critical software vulner…
OpenAI Dots vs Grok Bot vs Muse for business: which agent should you use?
OpenAI Dots, Grok Bot, and Meta’s Muse all promise “AI agents” that help you get real work done—but they’re built for very different things. This guide breaks d…
AI weekly: Claude Mythos shockwave, new open-source coding beast, and the best video model you can actually use
This week in AI brought a ‘too powerful to release’ security model from Anthropic, a surprisingly strong open-source coder from Zhipu AI, Meta’s new Muse Spark …
Codex full course 2026: how to build real apps, docs, and automations with OpenAI’s new desktop agent
This in-depth guide walks through OpenAI’s Codex desktop app: how it manages projects and files, uses skills and plugins, automates workflows, and even builds f…
How to use Grok Bot better than 99% of people
Grok Bot lets non-technical people run a whole team of AI agents from their phone or laptop. This guide walks through the seven levels of setup—from simple chat…
Introduction to professional data analysis with Excel online
This beginner-friendly guide walks through what data analysis is, why it matters, key data concepts, and how to start practicing in Excel Online using real data…
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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…