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
Why Claude Fable 5 was blocked and 15 other wild AI updates this week
Anthropic’s most powerful model, Claude Fable 5, was abruptly blocked for non‑US users over security concerns. At the same time, Elon Musk reportedly became the…
Anthropic’s Fable 5 backlash, AI nationalization talk, and why open models matter
Anthropic’s new Fable 5 model has ignited a fierce debate over surveillance, censorship, and regulatory capture in AI. At the same time, US politicians are floa…
How to build viral stickman YouTube videos with Claude Code and free AI tools
You don’t need fancy animation or paid tools to build a viral YouTube channel. This guide walks through a complete free workflow using Claude, 11labs, transcrip…
Claude Code for desktop: the best way to build apps with AI (full workflow guide)
Claude Code’s new desktop app turns AI-assisted coding into a fast, organized, and genuinely practical workflow. This guide walks through the new interface, pro…
China just dropped 3 free AI video generators (no sign-up needed)
High-end AI video tools are usually locked behind paywalls, but a new wave of Chinese and open-source platforms is changing that. Here’s how to use three comple…
Harvard researchers just named what’s really wrong with AI advice: trend slop
A new Harvard-backed study suggests today’s top AI models don’t think strategically – they remix internet consensus into confident-sounding “trend slop.” Here’s…
How to use AI agent skills for consistent, high-quality code in Trae Solo
Most developers just prompt their AI coding tools and hope for the best. Skills change that by turning your favorite workflows into reusable, consistent instruc…
How Google Flow’s new AI agent turns you into a video team of three
Google Flow now includes an AI agent that can help you plan your story, generate multiple scenes at once, and clean up your entire project automatically. Here’s…
How to build an agentic AI operating system with Claude Opus 4.8 and Ultra Code
Claude Opus 4.8 introduces Ultra Code and dynamic workflows that can spin up teams of AI agents to build complex tools with minimal human input. This guide walk…
Why most AI coding benchmarks are misleading (and what a better one looks like)
Popular AI coding benchmarks like SWE-bench Pro are heavily contaminated, poorly prompted, and often mis-graded—making many leaderboard numbers close to useless…
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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…